An Indexed Bibliography of Genetic Algorithms ... - University of Vaasa

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Aug 17, 2009 - 15 coding. 14 tutorial. 13 signal processing. 13 rules. 13 parallel GA. 13 classifiers. 12 ...... IOS Press, Amsterdam. †P793 ga98aMWatts. ...... [1447] X. Liu, R. Johnson, G. Cheng, S. Swift, and A. Tucker. Soft computing for ...
An Indexed Bibliography of Genetic Algorithms with Fuzzy Systems compiled by

Jarmo T. Alander Department of Electrical Engineering and Automation University of Vaasa P.O. Box 700, FIN-65101 Vaasa, Finland phone: +358-6-324 8444, fax: +358-6-324 8467

dedicated to Lotfi A. Zadeh

Report Series No. 94-1-FUZZY (Updated 2009/08/17 11:38 ) available via anonymous ftp: site ftp.uwasa.fi directory cs/report94-1 file gaFUZZYbib.pdf

c 1994-2009 Jarmo T. Alander Copyright

Trademarks Product and company names listed are trademarks or trade names of their respective companies.

Warning While this bibliography has been compiled with the utmost care, the editor takes no responsibility for any errors, missing information, the contents or quality of the references, nor for the usefulness and/or the consequences of their application. The fact that a reference is included in this publication does not imply a recommendation. The use of any of the methods in the references is entirely at the user’s own responsibility. Especially the above warning applies to those references that are marked by trailing ’†’ (or ’*’), which are the ones that the editor has unfortunately not had the opportunity to read. An abstract was available of the references marked with ’*’.

Contents 1 Preface 1.1 Your contributions erroneous or missing? 1.1.1 How to cite this report? . . . . . . 1.2 How to get this report via Internet? . . 1.3 Acknowledgement . . . . . . . . . . . . . .

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2 Introduction

1 2 2 2 2 4

3 Statistical summaries 3.1 Publication type . . . . . 3.2 Annual distribution . . . . 3.3 Classification . . . . . . . 3.4 Authors . . . . . . . . . . 3.5 Geographical distribution 3.6 Conclusions and future . .

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4 Indexes 4.1 Books . . . . . . . . . 4.2 Journal articles . . . . 4.3 Theses . . . . . . . . . 4.3.1 PhD theses . . 4.3.2 Master’s theses 4.4 Report series . . . . . 4.5 Patents . . . . . . . . 4.6 Authors . . . . . . . . 4.7 Subject index . . . . . 4.8 Annual index . . . . . 4.9 Geographical index . .

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Bibliography

47

Appendixes

137

A Bibliography entry formats

137

i

List of Tables 2.1

Queries used to extract this subbibliography from the source database.

3.1 3.2 3.3 3.4 3.5

Distribution of publication type. . . . . . . . . . . . . . . . . . . . . . . . . . Annual distribution of contributions. . . . . . . . . . . . . . . . . . . . . . . The most popular subjects. . . . . . . . . . . . . . . . . . . . . . . . . . . . . The most productive genetic algorithms with fuzzy systems authors. . . . . The geographical distribution of the authors working on genetic algorithms systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

A.1 Indexed genetic algorithm special bibliographies available online

ii

. . . . . . . . . . . . . . . . . . . . . . with . . .

. . . . . . . . . . . . . . . . fuzzy . . . .

4 5 5 6 6 8

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Chapter 1

Preface “ Living organism are consummate problem solvers. They exhibit a versatility that puts the best computer programs to shame. ” John H. Holland, [1]

The material of this bibliography has been extracted from the genetic algorithm bibliography [2], which when this report was compiled (August 17, 2009) contained 20903 items and which has been collected from several sources of genetic algorithm literature including Usenet newsgroup comp.ai.genetic and the bibliographies [3, 4, 5, 6]. The following index periodicals and databases have been used systematically • A: International Aerospace Abstracts: Jan. 1995 – Sep. 1998 • ACM: ACM Guide to Computing Literature: 1979 – 1993/4 • BA: Biological Abstracts: July 1996 - Aug. 1998 • CA: Computer Abstracts: Jan. 1993 – Feb. 1995 • CCA: Computer & Control Abstracts: Jan. 1992 – Dec. 1999 (except May -95) • ChA: Chemical Abstracts: Jan. 1997 - Dec. 2000 • CTI: Current Technology Index Jan./Feb. 1993 – Jan./Feb. 1994 • DAI: Dissertation Abstracts International: Vol. 53 No. 1 – Vol. 56 No. 10 (Apr. 1996) • EEA: Electrical & Electronics Abstracts: Jan. 1991 – Apr. 1998 • EI A: The Engineering Index Annual: 1987 – 1992 • EI M: The Engineering Index Monthly: Jan. 1993 – Apr. 1998 (except May 1997) • Esp@cenet patents – Apr. 2002 • IEEE: IEEE and IEE Journals – Fall 2002 • N: Scientific and Technical Aerospace Reports: Jan. 1993 - Dec. 1995 (except Oct. 1995) • NASA NASA ADS www bibliography database: – Dec. 2002 • P: Index to Scientific & Technical Proceedings: Jan. 1986 – Dec 1999 (except Nov. 1994) • PA: Physics Abstracts: Jan. 1997 – June 1999 • PubMed: National Library of Medicine Jan. 2000 – Oct. 2000 • SPIE Web The International Society for Optical Engineering – June 2002 1

2

1.1

Genetic algorithms with fuzzy systems

Your contributions erroneous or missing?

The bibliography database is updated on a regular basis and certainly contains many errors and inconsistences. The editor would be glad to hear from any reader who notices any errors, missing information, articles etc. In the future a more complete version of this bibliography will be prepared for the genetic algorithms with fuzzy systems research community and others who are interested in this rapidly growing area of genetic algorithms. When submitting updates to the database, paper copies of already published contributions are preferred. Paper copies (or ftp ones) are needed mainly for indexing. We are also doing reviews of different aspects and applications of GAs where we need as complete as possible collection of GA papers. Please, do not forget to include complete bibliographical information: copy also proceedings volume title pages, journal table of contents pages, etc. Observe that there exists several versions of each subbibliography, therefore the reference numbers are not unique and should not be used alone in communication, use the key appearing as the last item of the reference entry instead. Complete bibliographical information is really helpful for those who want to find your contribution in their libraries. If your paper was worth writing and publishing it is certainly worth to be referenced right in a bibliographical database read daily by GA researchers, both newcomers and established ones. For further instructions and information see ftp.uwasa.fi/cs/GAbib/README.

1.1.1

How to cite this report?

You can use the BiBTEX file GASUB.bib, which is available in our ftp site ftp.uwasa.fi in directory cs/report94-1 and contains records for GA subbibliographies for citing with LATEX/BibTEX.

1.2

How to get this report via Internet?

Versions of this bibliography are available via anonymous ftp or www from the following site: media ftp

country Finland

site ftp.uwasa.fi

directory /cs/report94-1

file gaFUZZYbib.pdf

The directory also contains some other indexed GA bibliographies shown in table A.1. In case you do not find a proper one please let us know: it may be easy to tailor a new one.

1.3

Acknowledgement

The editor wants to acknowledge all who have kindly supplied references, papers and other information on genetic algorithms with fuzzy systems literature. At least the following GA researchers have already kindly supplied their complete autobibliographies and/or proofread references to their papers: Dan Adler, Patrick Argos, Jarmo T. Alander, James E. Baker, Wolfgang Banzhaf, Helio J. C. Barbosa, Hans-Georg Beyer, Christian Bierwirth, Peter Bober Joachim Born, Ralf Bruns, I. L. Bukatova, Thomas B¨ ack, Chhandra Chakraborti, Nirupam Chakraborti, David E. Clark, Carlos A. Coello Coello, Yuval Davidor, Dipankar Dasgupta, Marco Dorigo, J. Wayland Eheart, Bogdan Filipiˇc, Terence C. Fogarty, David B. Fogel, Toshio Fukuda, Hugo de Garis, Robert C. Glen, David E. Goldberg, Martina GorgesSchleuter, Hitoshi Hemmi, Vasant Honavar, Jeffrey Horn, Aristides T. Hatjimihail, Heikki Hy¨otyniemi Mark J. Jakiela, Richard S. Judson, Bryant A. Julstrom, Charles L. Karr, Akihiko Konagaya, Aaron Konstam, John R. Koza, Kristinn Kristinsson, Malay K. Kundu, D. P. Kwok, Jouni Lampinen, Jorma Laurikkala, Gregory Levitin, Carlos B. Lucasius, Timo Mantere, Michael de la Maza, John R. McDonnell, J. J. Merelo, Laurence D. Merkle, Zbigniew Michalewics, Melanie Mitchell, David J. Nettleton, Volker Nissen, Ari Nissinen, Tatsuya Niwa, Tomasz Ostrowski, Kihong Park, Jakub Podg´orski, Timo Poranen, Nicholas J. Radcliffe, Colin R. Reeves, Gordon Roberts, David Rogers, David Romero, Sam Sandqvist, Ivan Santib´ an ˜ez-Koref, Marc Schoenauer, Markus Schwehm, Hans-Paul Schwefel, Michael T. Semertzidis, Davil L. Shealy, Moshe Sipper, William M. Spears, Donald S. Szarkowicz, El-Ghazali Talbi, Masahiro

Acknowledgement

3

Tanaka, Leigh Tesfatsion, Peter M. Todd, Marco Tomassini, Andrew L. Tuson, Kanji Ueda, Jari Vaario, Gilles Venturini, Hans-Michael Voigt, Roger L. Wainwright, D. Eric Walters, James F. Whidborne, Stefan Wiegand, Steward W. Wilson, Xin Yao, Xiaodong Yin, and Ljudmila A. Zinchenko. The editor also wants to acknowledge Elizabeth Heap-Talvela for her kind proofreading of the manuscript of this bibliography and Tea Ollanketo and Sakari Kauvosaari for updating the database. Prof. Timo Salmi and the Computer Centre of University of Vaasa is acknowledged for providing and managing the online ftp site ftp.uwasa.fi, where these indexed bibliographies are located.

Chapter 2

Introduction “Many scientist, possibly most scientist, just do science without thinking too much about it. They run experiments, make observations, show how certain data conflict with more general views, set out theories, and so on. Periodically, however, some of us—scientists included—step back and look at what is going on in science.” David L., Hull, [7]

The table 2.1 gives the queries that have been used to extract this bibliography. The query system as well as the indexing tools used to compile this report from the BiBTEX-database [8] have been implemented by the author mainly as sets of simple awk and gawk programs [9, 10]. string fuzzy fuzzy Fuzzy Fuzzy Fuzzy

field ANNOTE TITLE TITLE JOURNAL BOOKTITLE

class Fuzzy systems (annote) Fuzzy systems (title) Fuzzy systems (title) Journal ” ... Fuzzy ... ” article Proceedings or book ” ... Fuzzy ...” article

Table 2.1: Queries used to extract this subbibliography from the source database.

Hint

4

Chapter 3

Statistical summaries type book section of a book part of a collection journal article proceedings article proceedings report PhD thesis MSc thesis others total

This chapter gives some general statistical summaries of genetic algorithms with fuzzy systems literature. More detailed indexes can be found in the next chapter. References to each class (c.f table 2.1) are listed below: • Fuzzy systems (annote) 850 references ([11]-[860]) • Fuzzy systems (title) 195 references ([861][1055]) • Journal ” ... Fuzzy ... ” article 130 references ([1056]-[1185])

Table 3.1: Distribution of publication type.

• Proceedings or book ” ... Fuzzy ...” article 297 references ([1186]-[1482])

annual distribution is also shown in fig. 3.1. The average annual growth of GA papers has been approximately 40 % during late 70’s - early 90’s.

Observe that each reference is included (by the computer) only to one of the above classes (see the queries for classification in table 2.1; the textual order in the query gives priority for classes).

3.1

year 1990 1992 1994 1996 1998 2000 2002 2004 2006 2008 total

Publication type

This bibliography contains published contributions including reports and patents. All unpublished manuscripts have been omitted unless accepted for publication. In addition theses, PhD, MSc etc., are also included whether or not published somewhere. Table 3.1 gives the distribution of publication type of the whole bibliography. Observe that the number of journal articles may also include articles published or to be published in unknown forums.

3.2

number of items 12 9 34 477 898 5 16 8 1 12 1472

items 7 28 113 234 179 94 45 7 6 5

year 1991 1993 1995 1997 1999 2001 2003 2005 2007

items 9 66 223 248 124 65 13 4 2 1472

Table 3.2: Annual distribution of contributions.

3.3

Annual distribution

Classification

Every bibliography item has been given at least one describing keyword or classification by the edi-

Table 3.2 gives the number of genetic algorithms with fuzzy systems papers published annually. The 5

6

Genetic algorithms with fuzzy systems

tor of this bibliography. Keywords occurring most are shown in table 3.3.

3.4

Authors

Table 3.4 gives the most productive authors.

Total fuzzy systems control controllers engineering neural networks fuzzy logic machine learning rule based systems robotics hybrid image processing optimization fuzzy sets classification clustering controller scheduling economics pattern recognition medicine fuzzy rules classifier systems manufacturing expert systems review diagnosis rule-based systems coding tutorial signal processing rules parallel GA classifiers genetic programming analysing GA agents 0-1 programming system identification comparison others

1453 374 303 178 152 130 92 76 68 66 62 56 49 45 41 35 29 27 24 22 22 22 19 18 17 16 16 15 14 13 13 13 13 12 11 11 11 11 10 10 2811

Table 3.3: The most popular subjects.

total number of authors Herrera, Francisco Fukuda, Toshio Furuhashi, Takeshi Karr, Charles L. Lozano, Manuel Sakawa, Masatoshi Ishibuchi, Hisao Uchikawa, Yoshiki Cord´on, Oscar Shibata, Takanori Gen, Mitsuo Shimojima, Koji Verdegay, Jose Luis Murata, Tadahiko Hasegawa, Yasuhisa Magdalena, Luis Russo, Marco 4 authors 8 authors 8 authors 21 authors 32 authors 56 authors 104 authors 313 authors 1697 authors

2260 39 35 32 30 23 23 21 21 20 20 17 16 14 13 11 11 10 9 8 7 6 5 4 3 2 1

Table 3.4: The most productive genetic algorithms with fuzzy systems authors.

Authors

7

6Genetic algorithms with fuzzy systems ccc c ccc c c 1000 c c c number of papers c c (log scale) ssss c cccc s c s 100 cc s s s cc s c c s ccc c s c cc cccc 10 ss ss cc c c cc s s c cc c c c s 1c cc 1960

2009/08/17

1970

1980 YEAR

1990

2000

Figure 3.1: The number of papers applying genetic algorithms with fuzzy systems (•, N = 1476 ) and total GA papers (◦, N = 20903 ). Observe that the last few years are most incomplete in the database.

8

3.5

Genetic algorithms with fuzzy systems

Geographical distribution

Table 3.5 gives the geographical distribution of authors, when the country of the author was known. Over 80% of the references of the GA source database are classified by country. 2009/08/17

country Total Japan United States Taiwan China United Kingdom South Korea Spain Germany Italy Australia Brazil India Canada France Singapore Romania Poland The Czech Republic Finland Portugal Others

special n % 1434 100.00 285 19.87 269 18.76 105 7.32 95 6.62 83 5.79 78 5.44 74 5.16 61 4.25 54 3.77 36 2.51 22 1.53 21 1.46 20 1.39 19 1.32 18 1.26 16 1.12 14 0.98 12 0.84 11 0.77 10 0.70 119 8.33

comparison δ[%] ∆[%] +7.58 −8.84 +5.17 +1.67 −4.39 +3.16 +3.40 −2.66 +0.91 +0.06 +0.61 −0.11 −0.19 −1.19 +0.42 +0.78 +0.09 +0.11 −2.99 +0.26 −1.42

+62 −32 +240 +34 −43 +139 +193 −38 +32 +2 +66 −7 −12 −47 +50 +229 +10 +15 −80 +59 −15

all N 19723 2424 5444 424 977 2007 449 348 1363 564 484 181 310 311 496 165 67 176 144 741 86 1919

% 100.00 12.29 27.60 2.15 4.95 10.18 2.28 1.76 6.91 2.86 2.45 0.92 1.57 1.58 2.51 0.84 0.34 0.89 0.73 3.76 0.44 9.75

Table 3.5: The geographical distribution of the authors working on genetic algorithms with fuzzy systems (n) compared (δ and ∆) to all authors in the field of GAs (N ). In the comparison column: δ% = nNT otal %special−%all and ∆ = (1 − N nT otal ) × 100%. ∆ is the relative (%) deviation from the expected number of special papers. Observe that joint papers may have authors from several countries and that not all authors have been attributed to a country.

3.6

Conclusions and future

The editor believes that this bibliography contains references to most genetic algorithms with fuzzy systems contributions upto and including the year 1998 and the editor hopes that this bibliography could give some help to those who are working or planning to work in this rapidly growing area of genetic algorithms.

Chapter 4

Indexes 4.1

Books

AAAAAAA,

[43]

Acta Electronica Sinica (China),

The following list contains all items classified as books.

AI Expert,

[386]

[833, 834, 1055]

Annals of the New York Academy of Sciences, Appl. Comput. Electromagn. Soc. J. (USA),

An Introduction to Fuzzy Sets,

Applied Mathematics and Computation,

[960]

Applied Soft Computing,

Artificial-Intelligence-Based Electrical Machines and Drives: Application of Fuzzy, Neural, Fuzzy-Neural, and Genetic-Algorithm-Based Techniques, [966] Chaos theory in the financial markets. Applying fractals, Fuzzy logic, Genetic algorithms, Swarm Simulation & the Monte Carlo Method to Manage Market,

[143]

[1007]

Arch. Control Sci. (Poland),

[414]

Archives of Control Sciences,

[470]

Artif. Intell. Eng. (UK),

[394]

Artificial Intelligence in Engineering (UK),

[879]

Artificial Intelligence in Medicine,

Fusion of Neural Networks, Fuzzy Systems and Genetic Algorithms: Industrial Applications, [954]

[128] [495]

Aust. Comput. J. (Australia),

[365]

[773]

[361]

Aust. J. Intell. Inf. Process. Syst. (Australia), Fuzzy Evolutionary Computation,

[929]

Autom. Electr. Power Syst. (China),

Genetic Fuzzy Systems, Evolutionary Tuning and Learning of Fuzzy Knowledge Bases, [868]

Automatisierungstechnik,

[451]

Bad. Oper. Decyzje (Poland), Nonlinear System Identification: from Classical Approaches to Neural Networks and Fuzzy Models, [867] Robust Control Systems with Genetic Algorithms, Soft Computing and Intelligent Systems Design,

[305]

Beijing University of Aeronautics and Astronautics, Journal, [64]

[108]

Biomed. Eng. Appl. Basis Commun. (Taiwan),

[130]

[423]

Biomedical Soft Computing and Human Sciences,

The Nonlinear Workbook: Chaos, Fractals, Cellular Automata, Neural Networks, Genetic Algorithms, Fuzzy Logic with C++, Java, SymbolicC++ and Reduce Programs, [876]

Bioprocess Engineering,

Vjeˇstaˇ cka inteligencija & fuzzy-neuro-genetika,

Comput. Artif. Intell. (Slovakia),

Wavelets in Soft Computing,

[660]

[786]

[127]

Building and Environment,

[95]

Chin. J. Comput. (China),

[754]

Comput. Ind. Eng. (UK),

[77]

Computer Design,

total 12 books

[34]

[567, 764]

[937]

[592, 620, 795]

[898]

Computer Methods and Programs in Biomedicine, Computers in Chemical Engineering,

[134]

[646]

Computers in Industry, [120]

4.2

Journal articles

Computers & Industrial Engineering,

[1013, 319, 321, 1017,

1021, 407, 922, 944]

The following list contains the references to every journal article included in this bibliography. The list is arranged in alphabetical order by the name of the journal.

Computers & Operations Research, Control Cybern. (Poland), Control Eng.,

[890]

Control Engineering Practice, Control Theory Appl. (China),

9

[521]

[383]

[60, 193] [311, 436, 708]

10

Genetic algorithms with fuzzy systems

Cybernetics and Systems, [17, 52, 870, 114, 119, 132, 137, 680] Electr. Eng. Jpn (USA),

[689]

Electr. Mach. Power Syst. (USA), Electric Power Systems Research,

IEEE Transactions on Instrumentation and Measurement,

[614]

[54, 939, 948, 747]

[67]

Electrical Power Systems Research,

[69, 72, 81, 111, 142, 402, 415, 661, 963, 1050, 788, 792, 796]

IEEE Transactions on Industry Applications, [49, 546, 1042]

[635]

Electr. Power Syst. Res. (Switzerland),

IEEE Transactions on Industrial Electronics,

[93]

Electron. Commun. Jpn. 3, Fundam Electron. Sci. (USA), [622]

IEEE Transactions on Magentics,

[28]

IEEE Transactions on Magnetics,

[74]

IEEE Transactions on Networking,

[404]

IEEE Transactions on Neural Networks,

Electron. Commun. Jpn. (USA), [658, 719] Electronics Letters,

3, Fundam.

Electron.

Sci.

[285, 919]

Eng. Intell. Syst. Electr. Eng. Commun. (UK),

[772]

Engineering Applications of Artificial Intelligence,

[403,

537, 580, 645, 979]

Eur. J. Oper. Res. (Netherlands),

[24, 82, 943,

662, 675, 720]

Found. Comput. Decis. Sci. (Poland),

[597, 709]

IEEE Transactions on Power Delivery,

[1035]

IEEE Transactions on Power Systems, [40, 999, 382, 649, 656] IEEE Transactions on Signal Processing,

[748]

IEEE Transactions on System, Man, and Cybernetics - Part B: Cybernetics, [83]

[569, 1052]

European Journal of Operational Research,

IEEE Transactions on Plasma Science,

IEEE Transactions on System, Man, and Cybernetics, [783]

[791, 802]

Eur. Trans. Electr. Power (Germany),

[46, 75, 1032, 699]

IEEE Transactions on Nuclear Science, [71, 94, 668, 726, 743]

[760]

Foundations of Computing and Decision Sciences,

[222]

IEEE Transactions on System, Man, and Cybernetics, Part B, [58] IEEE Transactions on Systems, Man and Cybernetics - Part B: Cybernetics, [56, 61, 70, 76]

[1063, 1082, 1084, 1086, 1087, 1093, 1097, 1103, 1105, 1107, 1113, 1118, 1123, 1125, 1127, 1129, 1133, 1139, 1143, 1144, 1146, 1147, 1149, 1153, 1155, 1161, 1162, 1165, 1176, 1178, 1180, 1183]

IEEE Transactions on Systems, Man, and Cybernetics,

Fuzzy Systems & Artificial Intelligence Reports and Letters,

IEEE Transactions on Systems, Man, and Cybernetics B, Cybernetics, [503, 781]

Fuzzy Sets and Systems,

[1085]

High Technol. Lett. (China),

[594, 950]

[15, 16, 19, 27, 42, 47, 51, 187, 667, 678, 703, 962, 768]

IEEE Transactions on Systems, Man, and Cybernetics A, Systems Humans, [500]

[237,

IEEE Transactions on Systems, Man, and Cybernetics C, Application Review, [639]

IEE Proceedings - Control Theory Applications, [32, 91, 481]

IEEE Transactions on Systems, Man, and Cybernetics, Part B Cybernetics, [413]

IEE Proceedings - Control Theory and Applications, 245, 629]

IEE Proceedings - Generation, Transmission and Distribution, [947, 1037]

Ind. Eng. Chem. Res.,

[949]

Inf. Sci. (USA),

[924]

IEE Proceedings on Control Theory and Applications, [96]

Information Sciences,

[1000, 378, 454]

IEE Proceedings, Control Theory Appl.,

Information Sciences (USA),

[312, 452]

IEEE Aerospace and Electronic Systems Magazine,

[252]

[1020, 362, 448]

Int. J. Appl. Electromagn. Mater. (Netherlands),

IEEE Control Systems, [251]

Int. J. Approx. Reason. (USA),

IEEE Expert,

[379, 401]

Int. J. Knowl.-Based Intell. Eng. Syst. (Australia),

IEEE Micro,

[893, 585]

Int. J. Syst. Sci. (UK), [591, 655]

IEEE Spectrum,

[270]

IEEE Trans. Control Syst. Technol. (USA),

IEEE Transactions on,

[631]

Intelligent Data Analysis,

[1083]

International Journal of Approximative Reasoning,

[1049] [33, 62,

[1058, 1059, 1064, 1066, 1068, 1071, 1072, 1073, 1076, 1080, 1081, 1088, 1090, 1091, 1096, 1099, 1126, 1138, 1141, 1150, 1158, 1173, 1174, 1184, 1185]

1060, 1077, 1101, 1175,

IEEE Transactions on Geoscience and Remote Sensing, [144]

IEEE Transactions on Image Processing,

[22]

[141,

235, 367, 603, 607]

International Journal of Control,

117, 875, 533, 710]

IEEE Transactions on Fuzzy Systems,

[547]

International Journal of Advanced Manufacturing Technology, [996, 97, 1045]

[759]

IEEE Transactions on Evolutionary Computation,

1062, 1079, 1116, 1182,

[11, 23]

Interdisciplinary Information Sciences,

IEEE Transactions on Energy Conversion,

1061, 1078, 1102, 1177,

[736]

Int. J. Uncertain. Fuzziness Knowl.-Based Syst. (Singapore), [737]

IEEE Trans. Nucl. Sci, [489] IEEE Transaction on Fuzzy Systems,

[636]

[1031, 566, 609]

[387]

International Journal of Electronics,

[1023]

International Journal of Fuzzy Systems,

[1056, 1057, 1067]

International Journal of Industrial Ergonomics, International Journal of Intelligent Systems,

[421]

[1029, 514]

International Journal of Production Research, [45, 106, 112] International Journal of Remote Sensing,

[138]

International Journal of Systems Science,

[917]

Journal articles

11

J. Am. Soc. Inf. Sci. (USA),

Memoirs of the Faculty of Engineering, Okayama University, [255]

[766]

J. Comput. Inf. Technol. CIT (Croatia), J. Electr. Eng. Inf. Sci. (Taiwan),

[1048]

Microcomput. Civ. Eng.,

[714]

J. Fudan Univ., Nat. Sci. (China),

[707]

J. Grad. Sch. Fac. Eng. Univ. Tokyo A (Japan), J. Inst. Electron. Eng. Korea S (South Korea), J. Inst. Eng. (India) Electr. Eng. Div., J. Intell. Fuzzy Syst. (Netherlands), J. Intell. Manuf.,

[1012]

[277]

[1179]

J. KISS(B) Softw. Appl. (Sauth Korea),

[761]

[684]

J. KISS(B), Softw. Appl. (South Korea), J. Korea Inf. Sci. Soc. (South Korea), J. Korea Inst. Telemat. Electron,

[498, 519, 576,

[209]

Nippon Kikai Gakkai Ronbunshu C Hen,

[338]

Pattern Recognit. Image Anal. (Russia), Pattern Recognition, PC AI (USA),

[1014]

[590]

J. Korean Inst. Telemat. Electron. (South Korea),

[442]

[745]

Power System Technology, Proc. CSEE (China),

[732]

[705] [774]

[700] [733]

Proc. Inst. Mech. Eng. I, J. Syst. Control Eng. (UK),

J. Robot. Syst. (USA), [513]

[499]

[789]

Proceedings of the IEEE,

Japanese J. Fuzzy Theory Systems,

[1159, 1171]

Journal of Agricultural Engineering Research,

Robotica,

[86] [920]

Robotics and Autonomous Systems, Sci. Comput. Autom. (USA),

[129] [872]

Journal of Intelligent and Fuzzy Systems, [1065, 1069, 1070, 1074, 1075, 1154, 1156, 1157, 1163, 1164, 1166, 1167, 1168, 1169, 1170, 1181]

Journal of Intelligent & Fuzzy Systems,

[1109, 1111, 1112, 1114, 1117, 1119, 1120, 1122, 1128, 1130]

Journal of Japan Society for Fuzzy Theory and systems, [1131, 1134]

Simulation,

[235, 262]

Soft Computing,

[13, 652]

Journal of Korean Institute of Telematics and Electronics, [450, 824] [12, 21]

Journal of Northwestem Polytechnical Univercity, Journal of Propulsion Technology,

[1004]

Journal of Structural Engineering,

[862, 502]

[512, 776]

[87]

The International Journal of Advanced Manufacturing Technology, [68, 104, 105] [582, 775, 793,

970]

Trans. Inst. Electron. Inf. Commun. Eng. A (Japan),

[542]

[606, 727, 801]

Trans.

Korean Inst.

Electr.

Eng.

(South Korea),

[316, 525, 749, 750, 858]

Trans. Korean Inst. Electr. Eng. A (South Korea),

[847]

Journal of the Indian Institute of Science,

[486]

Jpn. J. Fuzzy Theory Syst. (USA),

[1089, 1092, 1094, 1095, 1098, 1100, 1104, 1106, 1108, 1110, 1115, 1121, 1124, 1132, 1135, 1136, 1137, 1140, 1142, 1145, 1148, 1151, 1152, 1160, 1172] [109]

Mathematics and Computers in Simulation,

[375, 641, 744]

[738]

Transaction of the Institute of Electrical Engineers of Japan B, [1028] Transaction of the Institute of Electrical Engineers of Japan C, [313] Transaction of the Institute of Electronics, Information and Communication Engineers A (Japan), [218, 829] Transactions of the American Nuclear Society,

[26, 31, 113]

[334]

[866]

[763]

Tatra Mt. Math. Publ. (Slovakia),

Trans. Inst. Electr. Eng. Jpn. C (Japan),

Journal of Nanjing University of Aeronautics & Astronautics, [110, 564]

Knowledge and Information Systems,

[810]

[534]

Structural and Multidisciplinary Optimization, Syst. Comput. Jpn. (USA),

[115]

[839]

Signal Process Image Commun,

Tekniikka & Talous,

Journal of Systems Engineering,

[411]

Sens. Actuators A. Phys. (Switzerland),

Journal of Information Science and Engineering,

Journal of Mind and Behavior,

[790]

[118]

Robotics and Computer Integrated Manufacturing,

Journal of Computing in Civil Engineering, Journal of Electronic Imaging,

[57, 63, 227, 798]

Robot. Autom. Syst. (Netherlands), [44]

Journal of Chemical Information and Computer Sciences,

[895]

[1005, 116, 126, 805, 850]

Proc. Inst. Mech. Eng. B, J. Eng. Manuf. (UK),

[572]

Mathware & Soft Computing,

[131, 356]

Power Engineering Journal,

[457]

[390]

[324]

Periodica Polytechnica, Electrical Engineering,

J. Korea Inst. Telemat. Electron. (South Korea),

Mechatronics,

Nippon Kikai Gakkai Ronbunshu A Hen,

Pattern Recognition Letters,

595, 964]

Kybernetes,

[723]

[957]

Nonlinear Analysis-Theory Methods & Applications,

[419, 459]

J. Shanghai Tiedao Univ.,

Modell Simul Mater Sci Eng (UK), Neural Network World, [309, 406]

[685]

J. Intell. Robot. Syst., Theory Appl. (Netherlands),

J. Navig. (UK),

[1024]

Model. Simul. Mater. Sci. Eng. (UK),

[674, 1041]

Transactions of the Institute of Electrical Engineers of Japan B, [289] Transactions of the Institute of Electrical Engineers of Japan C, [822]

12

Genetic algorithms with fuzzy systems

Transactions of the Institute of Electrical Engineers of Japan D, [504] Transactions of the Institute of Electronics, Information, and Communication Engineers A (Japan), [467] Transactions of the Institute of Electronics, Information, and Communication Engineers D-II (Japan), [669,

[823]

Physical Optics Corporation, Ruhr-Universit¨ at Bochum,

[158]

[1054]

Slovak Technical University,

[935]

Technische Universit¨ at der Berlin,

670, 693]

Transactions of the Insttute of Electronics, Information, and Communication Engineers A (Japan), [616] Transactions of the Society of Instrument and Control Engineers (Japan), [214] Water Sci. Technol.,

Laforia Universite Paris VI,

[1039]

Water Science and Technology,

[808]

United States Department of the Interior,

[224, 340]

Universidad de Granada, [341, 826] University of Granada,

[292, 908, 330, 339]

University of Vaasa,

[987]

[1033, 683] total 16 reports in 11 institutes

total 478 articles in 207 series

4.3

4.5

Theses

The following two lists contain theses, first PhD theses and then Master’s etc. theses, arranged in alphabetical order by the name of the school.

4.3.1

Oxford University,

The following list contains the names of the patents of genetic algorithms with fuzzy systems. The list is arranged in alphabetical order by the name of the patent. Defrosting method and apparatus for freezer-refrigerator using GA-fuzzy theory, [615]

PhD theses

New Mexico State University,

Patents

Defrosting method and apparatus for refrigerator using GAfuzzy theory, [574]

[856]

[897]

Fuzzy inference device, Texas A and M University,

Universidad Polit´ ecnica de Madrid,

Fuzzy logic and genetic algorithms to maximize a utility function, [863]

[182]

Genetic algorithm for constructing and tuning fuzzy logic system, [637]

University of California, [156, 179] University of Granada,

[878]

[350]

[573]

´ Ecole Polytechnique F´ ed´ erale de Lausanne,

Membership function parameter setup, [869]

[516]

Method for generating inference rule of fuzzy control, [18, 53]

total 8 thesis in 7 schools

Optimum fuzzy method for controlling a rice cooker, [681]

4.3.2

Master’s theses

System and device for automatic generation of fuzzy inference rule, [279]

This list includes also “Diplomarbeit”, “Tech. Lic. Theses”, etc. University of Vaasa,

4.4

[583]

Report series

The following list contains references to all papers published as technical reports. The list is arranged in alphabetical order by the name of the institute. ?,

[180]

International Computer Science Institute (ICSI),

[986]

total 9 patents

Authors

4.6

13

Authors

The following list contains all genetic algorithms with fuzzy systems authors and references to their known contributions.

Abbod, M. F.,

[31, 32, 672]

Albert, J.,

[803]

Azevedo, F. M. De,

[717] [1427]

Abboud, N.,

[1160]

Alberti, N.,

[733]

Baba, T.,

Abboud, Nicolas,

[720]

Albisser, A. M. A.,

[1279]

Babuska, R.,

[1328]

Back, H.,

[451]

Abdel-Magid, E. L.,

[608]

Aldrich, Chris,

Abdel-Magid, Y. L.,

[483]

Alexandridis, Thomas K.,

Abdulghafour, M.,

[482]

Ali, Fath El Alem Fadlallah,

[646]

Backer, Steve De,

[144]

[997, 116,

1005] [1295,

Badami, Vivek,

[227]

1135]

Abe, Fujio,

Baerdemaeker, Josse De, [1274]

[18, 53]

Abe, Tamotsu,

Ali, H.,

[967]

Aliev, F.,

[427]

[1240, 1281,

1298, 411]

Baldwin, J. F.,

[1396, 778]

Balkir, Sina,

[1080]

Abido, M. A.,

[483, 608]

Aliev, Rafik A.,

[1065]

Ballerini, Lucia,

[1006, 1451]

Acheroy, Marc,

[1234, 1102]

Alimi, A. M.,

[478]

Bao, Ping-An,

[741]

Acosta, Gerardo,

[120]

Alparone, L.,

[734]

Barcia, Ricardo M.,

[1379]

Adeli, H.,

[862]

Alpaydin, G¨ uner,

[1080]

Barczak, C. L.,

[148, 888]

Adiche, H.,

[930, 1407]

Anagnostakis, K.,

[1426]

Barioni de Oliveira, C. C.,

Adjei, Osei,

[238, 294]

Anderson, J. M.,

[633]

Afzalian, A.,

[632]

Anderson, Jessica,

[695, 784]

Agapie, A.,

[602, 1391]

Anelli, P.,

[1420, 1423]

Agapie, Alexandru,

[213, 1391]

Angeline, P. J.,

[1403]

Aguilar, R.,

[100, 134]

Angeline, Peter J.,

[1435]

Angelov, P.,

[567]

Aguirre, Arturo Hern´ andez, Ahmad, N.,

Ankenbrandt, Carol Ann,

[414]

Ahmadabadi, Majid Nili, Ahn, Tae-Chon,

[1346]

[547]

[738]

[804, 805]

[634]

Barone, Dante Agusto,

[272]

Baronti, S.,

[734]

Barreto, J. M.,

[665, 717]

Bartenstein, P.,

[260]

Bartos, Frank J.,

[890]

Bastian, A.,

[1110, 736]

Bastos, R. C.,

[444]

Anon.,

[1351]

Bauer, P.,

[438]

Bavafa-Toosi, Yazdan,

[1070]

Becker, Kay,

[880]

Begum, Momotaz,

[1007]

Behrendt, S.,

[901]

[1373]

Belarbi, Khaled,

[1060]

Arao, Masaki,

[1245]

Bell, M. G. H.,

[633]

Arnone, Salvatore,

[202]

Bell, Michael,

[695]

Arruda, L´ ucia V. R.,

[874]

Bellacicco, A.,

[1302]

Bene, G. Di,

[234]

Benediktsson, Helgi,

[1043]

Benediktsson, Jon A.,

[1043]

Benmohamed, M.,

[629]

Bentley, Peter J.,

[38]

Beretta, M. L.,

[1247, 349]

Antonelo, Eric Aislan,

[136]

Akahori, Hiroshi,

[1096]

Antoni, Degli G.,

[349]

Akamatsu, N.,

[1130]

Arai, Fumihito,

[195, 1097,

1459, 816, 822] [1170]

Arakawa, Takemasa, Akbarzadeh, Mohammad-R.,

[225]

Akbarzadeh, M.-R.,

[484]

Akbarzadeh-T., M.-R.,

[322, 1342]

Akec, J.,

[345, 517]

Ashida, Tagatsugu,

[1286]

[73]

Ashrafzadeh, F., Akiyama, T.,

[1137]

Akizuki, K.,

[775, 793]

Alander, Jarmo T.,

Barolli, L.,

[479]

[734]

Akin, Erhan,

[363]

Anlagan, O.,

Aiazzi, B.,

Akamatsu, Norio,

[965]

Barnes, D. P.,

[139, 627,

628, 987]

[226, 325,

437, 485]

Attia, A. A., Attolico, G.,

[89] [553, 599,

644, 955]

Alay´ on, S.,

[100, 134]

Avdagic, Zikrija,

[127]

Bergman, A.,

[149]

Alba, Enrique,

[346, 355]

Aydin, K. K.,

[1246]

Beritelli, Francesco,

[1248]

14

Genetic algorithms with fuzzy systems

Berka, Petr,

[23]

Braasch, Sarah J.,

[741]

Cant´ u-Paz, Erick,

[1200]

Berkey, Frank T.,

[175]

Bradford, C.,

[490]

Cao, S. G.,

[493]

Bernier, J. L.,

[1363]

Brandstatter, B.,

[495]

Caponetto, R.,

[1066, 204,

290, 1289, 494]

Bersini, Hugues,

[1455]

Brannon, Evelyn,

[1279]

Bezdek, James C.,

[203, 1099]

Brasil, L. M.,

[665, 717]

Bhandari, Dinabandhu, [1087, 1474]

Braunsforth, S.,

[388]

Bianchi, D.,

[439]

Braunstingl, R.,

[229, 1257]

Bikdash, M.,

[513, 704]

Bridges, S. M.,

[1041]

Billing, G.,

[284]

Brown, M.,

[409, 552]

Cardoso, F. D. S.,

[1398, 1428]

Carr-West, M.,

[752]

Carse, Brian,

[988, 155, 232, 1016, 342, 352, 1129, 1347, 487]

Carvalho, Claudio Chamma, Carvalho, Luis,

[219]

Casale, Salvatore,

[1248]

Casao, Jorge Gasos,

[810]

Blekas, K.,

[381]

Browne, A.,

[31]

Bloch, Jeffrey J.,

[1198, 1444]

Bruggeman, B.,

[1410]

Blonda, Palma N.,

[1420]

Bruha, Ivan,

[23]

Blonda, P.,

[1423]

Bruijn, P.,

[1328]

Castillo, O.,

Blume, H.,

[1361]

Brumby, Steven P.,

[1198, 1444]

Castillo, Oscar,

Blumel, Anna L.,

[1056]

Buckles, Bill P.,

[884, 804, 805]

Bocchi, L.,

[1006]

Buckley, J. J.,

Bodenhofer, U.,

[438]

Bodenhofer, Ulrich,

[935]

Bolton, H. R.,

[753]

Bolton, Hugh R.,

[40]

Bonarini, Andrea,

[57, 1000,

150, 351, 806]

Bonelli, Pierre,

[807]

Bonissone, Piero P.,

[1213, 227,

1251, 1303, 1418, 956]

Bonissone, Stefano R.,

[1210]

Boor, S.,

[776]

ˇ Boor, Stefan,

[688]

Boozarjomehry, R.,

[437]

Borisov, Arkady,

[1203]

Born, Joachim,

[808]

Borne, P.,

[42]

[1187]

Castellano, G.,

[553, 599,

644, 955] [800] [81, 1429,

740, 770, 790, 799]

Buckley, James J.,

Castro, J. L.,

[1464]

Catania, V.,

[233]

Catania, Vicenzo,

[585]

Caufield, H. J.,

[1201]

Cauvin, Jean-Michel,

[873]

Cavalcante, C.,

[1399]

Cha, Dong Hyuk,

[287]

[1310, 520,

1406, 1431, 737] [151, 1084,

972]

Buczak, A. L.,

[230]

Buczak, Anna L.,

[1020, 488]

Buhusi, C.,

[152]

Buiu, C.,

[293, 641, 744]

Chakraborty, Uday,

[140]

Bull, Lawrence,

[342]

Chan, C. Y.,

[905]

Bumbaru, S.,

[698]

Chan, K. C. C.,

[533]

Bunke, H.,

[1350]

Chan, K. H.,

[1356]

Burak, I.,

[651]

Chan, Keith C.,

[29]

Burdsall, B.,

[1385]

Chan, P. T.,

[111, 510,

1377, 772]

Burgard, W.,

[149]

Burkhardt, Diana,

[238, 294]

Burnham, K. J.,

[26]

Bush, B.,

[347]

Cabestaing, Fran¸cois,

[588]

Cade, N.,

[31]

Chang, C. S.,

[600, 947, 635]

Chang, Chir-Ho,

[231]

Chang, Chung-Ju,

[404]

Chang, Mei-Shiang,

[1319]

Chang, N. B.,

[558, 611]

Bose, Bimal K.,

[546]

Both, Hans-Heinrich,

[228]

Botta, M.,

[1460]

Boullart, L.,

[43]

Chang, Wen-Jer,

[1215]

Bouroumi, A.,

[11]

Cai, H.,

[996]

Chao, Yuyan,

[30]

Bowen, James,

[1304]

Cai, X.,

[777]

Chaudhuri, P. Pal,

[1218]

Bowen, J.,

[507]

Cai, Xiyao,

[993]

Cheetham, A. D.,

[709]

Bowen, Xu,

[435]

Callaghan, V.,

[1190, 752]

Cheetham, Andrew,

[597]

Bowerman, C. G. D.,

[490]

Calvely, David,

[98]

Chellapilla, Kumar,

[1193]

Boyd, R.,

[809]

Calvo, Rodrigo,

[136]

Chen, C. C.,

[1188, 870]

Boyd, Richard V.,

[1009]

Campbell, John A.,

[163]

Chen, C.-C.,

[96]

Cadenas, Jose Manuel,

[1237, 216,

305]

Chang, Ni-Bin,

[1305, 1033,

562, 1039]

Authors

15

Chen, Chia-Chong,

[15]

Cheng, H. D.,

[22]

Chou, C. H.,

[1189]

Chen, Chien-Hung,

[667]

Cheng, Heng-Da,

[1038]

Chou, J.-H.,

[97]

Chen, Chih-Chi,

[496]

Cheng, Ray-Guang,

[404]

Chowdhury, M. M. M., [1022]

Cheng, Runwei,

[1094, 1132]

Chowdhury, M.,

[396]

Cheng, S. J.,

[524, 605]

Christiansen, Alan D.,

[1290, 1346]

Cheng, Shijie,

[656]

Chua, C. H.,

[153]

Chengjian, Wei,

[432]

Chun, Dae Nyung,

[356]

Cheong, F.,

[1439]

Chung, ChanJin,

[945]

Cheong, France,

[19]

Chung, Fu-Lai,

[1073]

Chern, Zen-Bang,

[963]

Chung, Hung-Yuan,

Chen, Chin Hsing,

[902, 1313,

449, 541]

Chen, Chuen-Yau,

[61]

Chen, C.-Y.,

[105]

Chen, Da,

[50, 704]

Chen, Guanrong,

[69]

Chen, H. W.,

[1305, 1033,

558, 562, 1039]

[1215, 1138,

514]

Chen, Hui-Min,

[329]

Chiaberge, Marcello,

[1042]

Chen, Huimin,

[1023]

Chiaberge, M.,

[234]

[1319]

Chiampi, M.,

[636]

[1189]

Chiang, Chih-Kuan,

[1138, 514]

Chen, J.,

[518, 652]

Chiang, D. A.,

[52]

Chen, Judy,

[529, 1395]

Chiang, Hsaio-Dong,

[1292]

Chen, Jun,

[1041]

Chiang, Kenneth H.,

[227]

Chen, L. R.,

[642]

Chiang, S. H.,

[528]

Cohoon, James P.,

[1411]

Chien, C.-Y.,

[999]

Colley, M.,

[1190, 752]

Chin, T. C.,

[1146, 1165]

Cooley, Donald H.,

[1317, 812]

Cooper, Mark Gary,

Chen, Huye-Kuo, Chen, J. N.,

Chen, Li,

[175, 1317,

812]

Chen, P.,

[1128, 1376]

Chiu, K.-S.,

[13, 532]

Chen, Peng,

[613, 1169]

Chiu, T.,

[1330]

Chen, R. W.,

[611]

Chmumy, J.,

[309]

Chen, S. M.,

[114]

Cho, Buyung Hak,

[489]

Chen, Ta-Tau,

[1067]

Cho, Hyun Chan,

[1256]

Chen, Ting-Yu,

[47]

Cho, Hyung Suck,

[287]

Chen, W.,

[433]

Cho, Hyun-Joon,

Chen, Y. C.,

[114]

Chen, Y. H.,

[22]

Chen, Y. W.,

[951]

Chen, Y. Y.,

[1419]

Chen, Yaobin,

[706, 1184]

Chen, Yen-Hung,

[1038]

Chen, Yen-Wei,

[1276, 1295,

1300, 1135]

Chen, Yi-Ru, Chen, Yung-Yaw,

[369, 1139,

1409]

Cho, In-Hyun,

[640]

Cho, Kwang-Bo,

[369, 1139]

Cho, S. B.,

[1119]

Cho, Seong In,

[44]

Cho, Sung-Bae,

[83, 1259, 455, 458, 576, 1163, 724, 1180]

[164]

Chung, Lewis L.,

[29]

Cicalese, F.,

[1111]

Cicalese, Ferdinando,

[1156]

Clarke, L. P.,

[423]

Cloate, Ian,

[1083]

Coello Coello, Carlos A., [1290, 1346]

[156, 198,

235, 291, 1456]

Cooper, Mark G.,

[389]

Copalan, Vijayarangan, [12] Cord´ on, O.,

[1224]

Cord´ on, Oscar,

[1064, 79, 868, 1078, 1081, 236, 292, 1291, 330, 341, 354, 441, 470, 474, 1348, 475, 497, 566, 1388, 768]

Corno, Fulvio,

[1434]

Costa, Crisostomo W. A.,

[1187]

Cotta, Carlos,

[346, 355]

Coutinho, M.S.,

[1362]

Cowley, Peter H.,

[271, 402]

Cox, E.,

[745, 813]

Choi, Hangbok,

[94]

Cruz, J. M. de la,

[1341]

Choi, Jai J.,

[781]

Cuce, A.,

[909]

Choi, Jin Young,

[556]

Cundari, Thomas R.,

[86]

Choi, Young Keel,

[1256]

Cupal, J. J.,

[157]

[1390] [256, 261,

1280, 1143]

Chung, H.-Y.,

Chen, Yuto,

[1303]

Choi, Young-Keel,

[590]

Custodio, L. M. M.,

[1398, 1428]

Cheng, C. M.,

[493]

Choi, Young-Kiu,

[316]

Cvetkovic, D.,

[906]

Cheng, C.,

[1017]

Chong, N.,

[887]

Dabney, R. W.,

[900]

Cheng, Franklin Y.,

[502, 712]

Chongzhi, Fang,

[435]

Dadios, Elmer P.,

[443]

Cheng, G.,

[1447]

Chorafas, Dimitris N.,

[879]

Dadone, P.,

[1417]

16

Genetic algorithms with fuzzy systems

Dai, Guanzhong,

[542]

Domingo, J.,

[803]

Fan, S.-Q.,

[1004]

Dai, X. H.,

[701]

Dorado, Julian,

[1207]

Fan, Yue-zu,

[64]

Dainghaus, R.,

[320]

Dormido, S.,

[1341]

Fang, C. Z.,

[433]

Dalton, John,

[98]

Dozier, Gerry V.,

Fang, J. N.,

[1025]

Fang, Shu-Cherng,

[500]

Farag, W. A.,

[587, 699]

Fathi, Madjid,

[880]

[21, 1304,

507, 713]

Damas, S., Damousis, Ioannis G., D’Angelo, G.,

[1224]

Drabe, T.,

[367, 925, 603]

Du, R.,

[45]

[66, 93] [909]

Du, Shanshan,

[621, 623,

Fathi-Torbaghan, Madjid,

[239, 503]

Das, Arijit,

[1218]

Das, P. K.,

[84]

Duan, Huilong,

[1040]

Fazlollahi, Bijan,

[1065]

Das, Swagatam,

[140]

Duan, Ji-Cheng,

[1073]

Feerouzbakhsh, B.,

[484]

Dash, P. K.,

[995]

Dumitrache, I.,

[293, 641, 744]

Feldman, David S.,

[974]

Dash, S.,

[995]

D¨ undar, G¨ unhan,

[1080]

Fellah, A.,

[482] [493]

1036]

Dassanayake, Palitha,

[1075]

Dunn, R. W.,

[563, 626]

Feng, G.,

Davies, O.,

[487]

Dvorak, Antonin,

[731]

Feng, H. M.,

[52, 119]

Davis, J.,

[60]

Eberhart, R.,

[706]

Feng, Shyuan-Ming,

[1105]

Deazevedo, F. M.,

[665]

Eberhart, Russell,

[1184]

Feng, Wu Geng,

[739]

Deb, Kalyanmoy,

[1214]

Edmonds, A. N.,

[238, 294]

Feng, X.,

[159]

Deb, K.,

[1048]

Egan, M. A.,

[1414, 718]

Feng, Xin,

[1232]

Deboeck, Guido,

[1053]

Egusa, Yo,

[1096]

Fernandes, A. M. D.,

[444]

Fern´ andez, G.,

[1250, 855]

Debon, Renaud,

[873]

Eklund, Neil H.,

[78]

deCastro, L. N.,

[746]

Eksin, Ibrahim,

[358]

Decloux, M.,

[1161]

Elangovan, S.,

[600]

Dediu, A. Horia,

[1375]

Elbeltagi, Emad,

[1058]

Dediu, H.,

[315]

El-Sherief, Hossny,

[885, 1088]

Figueiredo, Mauricio,

[136]

Dejing, Yu,

[311]

Embrechts, Mark J.,

[78]

Filippidis, Arthur,

[748]

Delgado, M.,

[1141, 1464]

English, Thomas M.,

[1199]

Finn, G. D.,

[361]

Dell’Orto, Massimo,

[202]

Er, Meng Joo,

[1061, 72]

Finn, Gerard D.,

[206]

Deneux, Dominque,

[428]

Erbudak, M.,

[479]

Fiorito, N.,

[233]

Deoliveira, J. V.,

[1405]

Erkmen, A. M.,

[479]

Fischer, M.,

[1320]

Fernandez-Gonzalez, E., [760] Ferri, F.,

[803]

Feuring, T.,

[1406, 1431,

737]

Desousa, M. A. T.,

[1195]

Erol, Osman Kaan,

[358]

Fisher, Kristin,

[101]

Desylva, Michael J.,

[180]

Erwin, Daniel A.,

[1404]

Flaig, T.,

[320]

Devaney, M. J.,

[923, 939]

Esbensen, Henrik,

Fleming, J. W.,

[224]

Devaney, Michael J.,

[948]

Fleming, Peter J.,

[108]

Diederich, J.,

[1437]

[1297, 1338,

545]

Esbensen, H., Ding, Y. S.,

[1194]

Dini, G.,

[1442]

Dismuke, Lynn,

[12]

Distante, A.,

[553, 599, 955]

[1345, 472]

Fogarty, Terence C.,

Essa¨ı, A.,

[11]

Esterline, Albert C.,

[507]

Fogel, D. B.,

Est´ evez, J.,

[100, 134]

Fogel, David B.,

Fabro, Jo˜ ao A., Fagarasan, Florin,

[232, 1016,

342, 352, 1129, 1347] [1403] [1193, 1212,

1435, 1454, 814, 815] [874]

Fogel, Lawrence J.,

[1369]

Fortuna, L.,

[1066, 204]

[213, 220,

Distante, C.,

[644]

Djapic, P.,

[276]

Fahn, Chin-Shyung,

[1332]

Fortuner, R.,

[1437]

Doan, M.-D.,

[388]

Fahn, Chin-Shyurng,

[963]

Francis, C.,

[1354]

Dokopoulos, Petros S.,

[66, 93]

Failli, F.,

[1442]

Frank, P. M.,

[1421]

295, 359]

Authors

17

Franzen, O.,

[1361]

Ganguly, Niloy,

[1218]

Gomide, F.,

[746]

Freeman, Ernest M.,

[28]

Gao, X. Z.,

[762, 794]

Gonida, Fernando,

[960]

Freeman, L. Michael,

[537, 830, 831]

Gao, Xinbo,

[899, 907]

Gonsalves, P.,

[336]

Gonzalez, A.,

[58]

Gonzalez, Antonio,

[1386]

Gonz´ alez, Antonio,

[1173]

Gonz´ alez, Jes´ us,

[141]

Goonatilake, Suran,

[163]

G¨ o¨ os, Janne,

[913]

Freisleben, Bernd,

[240]

Gen, M.,

[319, 1104,

1106, 1136, 944]

Fu, Weihul,

[635]

Gen, Mitsuo,

[161, 207, 1243, 1094, 1095, 1013, 321, 1017, 462, 1132, 1134, 922, 1148, 620, 725, 1171, 767]

Fu, Yili,

[787]

Fu, Zhong Qian,

[739]

Fucheng, Tang,

[950]

Genshe, Chen,

[860]

Fuerntratt, G.,

[636]

Genther, H.,

[1263]

Fujii, Makoto,

[673]

Gentry, E. J.,

Fujii, T.,

[504, 689]

Gentry, Edward J.,

Fujikawa, H.,

[353, 540]

Gopalan, Vijayarangan, [900, 513]

[340] [1244, 1467,

836, 1185, 841]

Fujikawa, Hideji,

Fukuda, T.,

[1027] [323, 1355,

[166, 170, 193, 195, 209, 214, 1245, 241, 1253, 1097, 326, 1296, 338, 1107, 1108, 1018, 1316, 1344, 476, 477, 1373, 601, 618, 798, 1459, 975, 816, 817, 976, 818, 819, 820, 821, 822, 977]

Grespo, M. L.,

[739]

George, Roy,

[362]

Gruver, William A.,

[555, 610]

George, Suju M.,

[162]

Gu, Dongbing,

[99]

Ger, Jeffrey J. F.,

[712]

Gu, W. G.,

[534]

Geyer-Schulz, Andreas, [1309]

Gu, X. Q.,

[528]

Ghanea-Hercock, R.,

[363]

Guangzeng, Feng,

[283]

Ghazali, A. B.,

[508]

Guanzhong, Dai,

[708]

Ghazi, R.,

[244]

Guely, F.,

[1162]

Gueriot, Didier,

[1130]

[366, 445]

Ghezelayagh, Hamid,

[992, 1001,

751]

Fukuyama, Yoshikazu, Funabiki, S., Fung, G. S. K.,

[1007, 1174]

[884, 892, 982]

Fukuda, Toshio,

Fukumi, Minoru,

Gosine, Raymond G.,

George, R.,

797]

Fukumi, M.,

[375]

[1265, 1021,

372, 440, 849]

Fujimoto, Hideo,

Gorez, R.,

Guillemin, A.,

[95]

Ghosh, A.,

[1048]

Guill´ en, Alberto,

[141]

Gil, J.,

[1051]

Guo, C.,

[526]

Gil, Joonmin,

[519]

Guo, Chen,

[531]

Giordana, A.,

[1460]

Guo, J.,

[446]

Giraud-Carrier, C.,

[1385]

Guoxing, Wang,

[786]

Giron-Sierra, J. M.,

[506, 645]

Gurocak, H. B.,

[1176]

Girshgorn, S. L.,

[577, 686]

Guthke, R.,

[567]

Guthy, J.,

[631]

Gwee, B. H.,

[1127]

Ha, Seong Wook,

[685]

Haas, O. C. L.,

[26]

[1170] [1292] [504, 689] [1356]

Fung, Lance C. C.,

[994]

Fung, R. Y. K.,

[655]

Furntratt, G.,

[495]

Furuhashi, Takeshi,

[185, 215, 217, 1242, 1089, 248, 1260, 298, 901, 1284, 1299, 360, 418, 1334, 453, 464, 469, 505, 559, 565, 942, 1408, 673, 676, 696, 721, 1433, 730, 758, 1177, 796, 854]

Giuclea, M.,

[1357, 602,

647]

Glass, Carl E.,

[1009]

Glass, C.,

[809]

Furuhashi, T.,

[393, 1115, 454, 921, 624, 946, 958, 694, 692]

Glesner, Manfred,

[246, 1263,

388]

Furuta, H.,

[1264, 1277]

Furuta, Kazuo,

[630]

Furuta, K.,

[679, 722]

Glorennec, Pierre Yves,

Tadeusz,

[968] [881, 1358,

1461]

Gluclea, M.,

Habdank-Wojewodzki,

[315]

F.Wu, Felix,

[998]

Goddard, J.,

[364, 509]

Gabrielli, Alessandro,

[1019]

Goerick, Christian,

[491]

Gacˆ ogne, L.,

[160, 243, 823]

Gomez-Skarmeta, A. F., [1359, 648]

Galaviz, J.,

[1308]

G´ omez-Skarmeta, Antonio F.,

Gan, Meng,

[296]

Gomi, T.,

[1424]

Gandolfi, Enzo,

[1019]

Gomide, Fernando,

[184]

Haftka, Raphael T.,

[593]

Hagras, H.,

[1190, 752]

Hajek, M.,

[208]

Hajela, Prabhat,

[866]

Hajri, S.,

[42]

Halgamuge, Saman K., [246, 1263] [1141]

Halgamuge, S., Hall, L. O., 1293, 423, 651]

[388] [1231, 297,

18

Genetic algorithms with fuzzy systems

Ham, Woonchul,

[247]

Healy, T.,

[60]

Hsieh, Ching-Tang,

[1352]

Hammadi, S.,

[42]

Hee, Han Kyung,

[581]

Hsieh, G. C.,

[642]

Hamouda, A. M. S.,

[115]

Hefny, Hesham A.,

[511]

Hsu, C.-C.,

[540] [154, 1265]

Han, Jongkil,

[247]

Hegao, Cai,

[787]

Hsu, Chin-Chih,

Handley, Simon G.,

[1463]

Hegazy, Tarek,

[1058]

Hsu, Chin-chih,

[1021]

Heider, H.,

[367, 925, 603]

Hsu, Chin-Chih,

[353, 372]

Heiges, Michael,

[102]

Hsu, Chin-chih,

[440]

Hemker, Andreas,

[149]

Hsu, Hsi-Mei,

[1261]

Her, M.-G.,

[105]

Hsu, Yuan-Pao,

[429]

Hsueh, Yuang-Cheh,

[285, 324]

Hu, Baogang,

[1174]

Hu, H. T.,

[1462]

Hu, Huosheng,

[99]

Hu, Ning,

[564]

Hu, X.,

[1307]

Hu, Xiheng,

[1360]

Hu, Yi-Chung,

[137]

Hu, Zhaoguang,

[774]

Huang, C. M.,

[923, 939]

Huang, Chao-Ming,

[649]

Huang, Chih-Hsin,

[300]

Hanebeck, Uwe D.,

[165, 1113,

1125]

Hanh, Pham Hong,

[570]

Hanna, Darrin M.,

[124, 131]

Harashima, F.,

[682]

Harmanci, A. Emre,

[1443]

Harper, T. R.,

[1466, 979,

980]

Harper, Tony R.,

[837]

Harris, C.,

[409]

Herrera, Francisco,

[1064, 62, 79, 868, 1078, 1081, 882, 1085, 236, 250, 292, 299, 1291, 908, 330, 334, 339, 341, 1301, 343, 354, 370, 441, 447, 466, 470, 1029, 474, 1348, 475, 497, 512, 566, 935, 1388, 768, 826, 1464, 827]

Herrera, Luis J.,

[141]

Harvey, Neal R.,

[1444]

Herrera-Viedma, E.,

[882]

Harvey, Neal,

[1198]

Herrera-Viedmai, E.,

[330, 470]

Hasegawa, S.,

[970]

Hessburg, T.,

[1470]

Heung, T. H.,

[1425]

Higuchi, Tetsuya,

[1441]

Hildebrand, Lars,

[239, 503]

Hasegawa, Yasuhisa,

[166, 170, 195, 209, 241, 1253, 1296, 338, 1107, 1108, 1018]

Hashim, Abdulla, Hashim, A.,

[1164] [1120, 554,

940]

Hiltner, Jens,

[880]

Hiramatsu, T.,

[582]

1035]

Huang, Ching-Lien,

[1262, 1333,

Hashimoto, S.,

[36]

Hirose, A.,

[1264]

Huang, Chung-Ming,

[948]

Hashimoto, Yasushi,

[1274]

Hirota, Kaoru,

[894, 1286]

Huang, C.-W.,

[544]

Hashimoto, Y.,

[580, 690]

Hirota, K.,

[1399]

Huang, Han-Pang,

[425]

Hitaka, M.,

[727, 801]

Huang, N.- S.,

[1052]

Ho, T. K.,

[1425]

Huang, Pai-Yi,

[1419]

Huang, R. P.,

[1325]

Huang, S. H.,

[446]

Huang, Shyh-Jier,

[317, 614]

Huang, S.-J.,

[1049]

Huang, Sunan,

[1050]

Huang, Yann-Chang,

[1333, 1035]

Hashiyama, Tomonori,

[248, 298,

901, 559, 565, 942, 796]

Haskell, Richard E.,

[124, 131]

Hata, Yutaka,

[125, 1226]

Hatcher, W. J.,

[1466, 979,

980]

Hathaway, Richard J.,

[203]

Hoffmann, Frank,

[63, 868, 92,

167, 1031]

H¨ ohfeld, Markus,

[371]

Homaifar, Abdollah,

[12, 50, 1090, 900, 507, 513, 704, 713, 828]

Hattori, Y.,

[1044]

Hong, Jung Chul,

[442]

Haupt, M.,

[1415]

Hong, T. P.,

[1397]

Hayashi, I.,

[1110, 1479]

Hong, Tzung-Pei,

[710]

Hongping, Yan,

[938]

Hughes, Evan J.,

[1056]

Hongtao, Sun,

[938]

Huimin, Chen,

[386]

Hongxiang, Lan,

[707]

Hung, Chuan-Chang,

[317]

Hayashi, Y.,

[1406, 1431,

737]

Hayashi, Yoichi,

[46, 151, 1084,

520, 972]

Huang, Yo-Ping,

[300, 430,

431, 463, 591, 1390]

He, Lei,

[542]

Hor´ aˇ cek, P.,

[89]

Hung, Chuang-Chang,

[637]

He, Ligeng,

[30]

Horng, Jorng-Tzong,

[1312]

Hung, Y.-C.,

[105]

He, Lin,

[762, 794]

Hou, Y. B.,

[926]

Hunter, A.,

[13, 532]

He, Yongbao,

[201]

Hsiao, Y.-T.,

[999]

Huser, Joerg,

[1283]

Healy, Michael,

[781]

Hsieh, C.-H.,

[97]

Hussein, E. M.,

[1025]

Authors

Hwang, Chang-Sun,

19

[1322]

Hwang, Gi-Hyun,

[525, 654,

Izumi, Kiyotaka,

[1075]

Jin, Hong-Zhong,

[762, 794]

Jagielska, I.,

[377, 527]

Jin, Yaochu,

[703]

Jain, L. C.,

[252, 748, 759]

Jin, Y.,

[1068]

Jain, Lakhmi C.,

[954]

Jing, B.,

[138]

James, D. J. G.,

[26]

Jing, Chang-Huei,

[949]

Jingyu, Wen,

[786]

Jinyu, Wen,

[700]

Jo, Sung-O.,

[274, 456]

Jo, Sung-O,

[681]

Johansson, C. B.,

[1006]

714, 750]

Hwang, H. S., Hwang, Hee-Soo,

[1147] [1255, 858,

859]

Hwang, H.-S.,

[245]

Jamshidi, M.,

[887, 322]

Hwang, Min Woong,

[556]

Jamshidi, Mohammad,

[225, 1342]

Hwang, Seung H., Hwang, Wen-Ruey,

[1402] [168, 1010,

Jamshidi, Mo,

[108]

Jang, Dongsig,

[407]

282, 936, 856]

Jang, Jyh-Shing Roger, [1364] Hwung, H. R.,

Johns, A. T.,

[17]

Ibanez, J.,

[648]

Ichimura, Takumi,

[301]

Ida, Hiroya,

[392]

[811]

Jani, Yashvant,

[1279]

Johnson, R.,

[1447]

Janikow, Cesary Z.,

[471]

Johnson, Steven A.,

[175]

Janikow, Cezary Z.,

[253, 378, 448]

Jones, David D.,

[121]

Jannson, T.,

[927]

Jones, Donald R.,

[1457]

Ida, K.,

[1013, 1104, 1017, 462, 1148, 620, 944]

Ide, K.,

[1424]

Ikegame, T.,

[606, 1152,

Im, Younghee, Imam, I.,

1339, 461, 1037, 705]

Joo, Y. H.,

[1255, 1147,

Jannson, Tomasz,

[529, 1395]

Jean, Kaung-Tsang,

[256]

Joo, Young-Hoon,

[749]

Jedelsky, David,

[731]

Jou, Chong-Ping,

[51]

Jenkins, K.,

[528]

Jou, J.-R.,

[164]

Jeon, Gi J.,

[1101]

Jouffe, Lionel,

[1358]

Jr, V. Pilla,

[785]

Ju, Y. J.,

[592]

658]

Iliev, G.,

[1306, 916,

Jang, Jyh-Shing,

[35] [964]

859]

[1235]

Jeon, Hong Tae,

[1256, 450,

Imecs, Maria,

[259]

Imrani, A. El.,

[11]

Jeon, Jeong-Yul,

[254]

Inatsu, K.,

[1012]

Jeong, Changho,

[964]

Jeong, S. W.,

[1112]

Juang, Chin-Feng,

[142]

Jeong, Seong-wook,

[574]

Juang, Jih-Gau,

[143, 145]

Jeong, Seong-Wook,

[1157]

Jubai, A.,

[138]

Juliano, M.,

[60]

Jung, Soon Won,

[457]

Jung-Soh,

[756]

Junior, P. A. D.,

[1034]

Inoue, Hiroyuki,

[1266, 373,

590, 824]

1124, 650, 1168]

Inoue, Kazuo,

[1266, 373,

1124, 650, 1168]

Inoue, T.,

[852]

Jeong, Seong-wool,

[615]

Inuiguchi, Masahiro,

[24, 720]

Jerabek, V.,

[304]

Juang, Chia-Feng,

[16, 1079,

1221, 1223, 1400]

Inuiguchi, M.,

[1160, 852]

Jesus, M. J. del,

[79]

Irwanto, Ponix,

[14]

Ji, Shuping,

[45]

Irwin, George W.,

[875]

Ji, S.,

[996]

Jia, Chunguang,

[1040]

Kacprzyk, J.,

[383]

Jiang, Jingping,

[88]

Kagan, N.,

[965]

Jiang, X. H.,

[22]

Kajihara, N.,

[1441]

Jiao, Li-Cheng,

[702]

Kajitani, I.,

[1441]

Jikai, Yi,

[938]

Kalluri, Charulatha,

[1205]

Kamath, Chandrika,

[1200]

Kacprzyk, Janusz, Ishibuchi, Hisao,

[169, 1086, 218, 221, 1091, 278, 302, 368, 374, 1116, 1337, 467, 515, 604, 622, 1153, 1393, 953, 691, 829, 1465]

Ishigami, Hideyuki,

[170, 209,

1097, 816, 819, 822]

Ishobuchi, Hsiao,

[792]

Jim´ enez, Fernando,

Ito, A.,

[313]

Itoh, Hidenori,

[30]

Itoh, H.,

[199, 1269]

Iwata, Masaya,

[1441]

Jiminez, F.,

Iyoda, E. M.,

[746]

Jin, G.,

[1237, 216,

896, 305]

Jimenez, F.,

Kamei, Katsuari, [1359, 1366,

791]

[1238, 258,

1267, 535]

[1266, 373,

1124, 650, 1168]

Kameshwaran, S.,

[112]

[648]

Kaminsky, A. R.,

[536]

[189]

Kamiya, A.,

[1109]

20

Genetic algorithms with fuzzy systems

Kamiya, Akimoto,

[1154]

Kandel, Abraham,

[187, 1268,

Kelemen, Arpad,

[259]

Kim, Kwang-Choo,

[257, 306]

Keller, J. M.,

[1353]

Kim, Kwang-Yong,

[756]

Keppler, J.,

[1413]

Kim, Kyoung Min,

[1440]

Kernin, Jean-Pierre,

[366]

Kim, S. H.,

[682]

Keymeulen, Didier,

[1441]

Kim, Sangyoub,

[1103]

Khaki-Sedigh, Ali,

[1070]

Kim, Seong Hyun,

[450, 590]

Khalid, Marzuki Bin,

[783]

Kim, Sun Yong,

[1103]

Khalid, M.,

[417, 579]

Kim, Sungshin,

[1340]

Khedkar, Pratap S.,

[1303]

Kim, Yong Ho,

Khedkar, Protap S.,

[227]

Kim, Young-Kwon,

[595]

Khellaf, A.,

[107]

Kimura, Hajime,

[1154]

Khemliche, M.,

[107]

Kimura, H.,

[1109]

Kiguchi, Kazuo,

[1075]

Kin, Kenneth T.,

[85]

Kikuchi, Hiroaki,

[1378]

Kina, Y.,

[1276, 1300]

Kikuchi, H.,

[314, 941]

King, G. A.,

[480, 557]

Kim, Byeong Man,

[657]

1350]

Kanemitsu, Hideo,

[1254]

Kanemitsu, H.,

[1275]

Kang, Dae-Seong,

[685]

Kang, Geuntaek,

[1157]

Kang, G.,

[1112]

Kang, Y. S.,

[1112]

Kang, Yun seok,

[615]

Kang, Yun-Seog,

[1157]

Kang, Yun-seok, Kanungo, P.,

[574] [1219]

Kao, Cheng-Yan,

[1312]

Kao, Wen-Jen,

[1401]

Karaboga, D.,

[205, 499,

847, 848]

[1256, 450,

824]

Kingham, M.,

[384]

Karakose, M.,

[73]

Kim, C. E.,

[592]

Kinzel, Jens,

[173]

Karasawa, S.,

[190]

Kim, Chulhyun,

[1150]

Kis, Zoltan,

[259]

Kim, D. H.,

[132]

Karayiannis, Nicolaos B.,

[1032]

Kishimoto, N.,

[970]

Karbou, F.,

[1430, 1430]

Kim, Dai H.,

[158, 529]

Kitazawa, R.,

[775, 793]

Karbou, M.,

[1430]

Kim, Dai Hyun,

[1395, 1404]

Klawonn, Frank,

[173, 1252]

Kariya, N.,

[1012]

Klein, William B.,

[1181]

Karkoub, M.,

[105]

Klement, E. P.,

[438]

Klir, G. J.,

[1288]

Klir, George J.,

[1167]

Klopcic, M.,

[385]

Ko, Myung-Sook,

[1322]

Kobashi, Syoji,

[125, 1226]

Kobayashi, H.,

[540]

Kobayashi, Kazuyuki,

[392]

Kobayashi, Shigenobu,

[1154]

Kobayashi, S.,

[1109]

Kocaoglan, E.,

[1246]

Kochs, H. -D.,

[1383]

Kohata, N.,

[1427]

Koizumi, K.,

[928]

Kim, Daijin,

[442, 498,

1150, 640]

Kim, Dai-Jin,

[685]

Kim, Dai,

[927]

Kim, D.,

[1155]

Karray, Fakhreddine O., [130]

Kim, H. K.,

[859]

Karray, Fakhreddine,

[1058]

Kim, Hiecheol,

[657]

[1411]

Kim, Hyun-Ki,

[738] [1112]

Karr, Charles L.,

[1008, 210, 1241, 1244, 889, 222, 223, 224, 335, 340, 403, 537, 978, 830, 831, 832, 833, 834, 835, 1466, 1467, 836, 837, 838, 1185, 839, 840, 841, 979, 980]

Karro, John E., Kasabov, N. K.,

[538, 660, 671]

Kim, J. I.,

Kasabov, N.,

[35]

Kim, Jae-in,

[574, 615]

Katagiri, M.,

[1137]

Kim, Jae-In,

[1157]

Katai, O.,

[1179]

Kim, Jeongdal, 1404]

Kato, K.,

[1367, 606, 1152, 658, 715, 729, 1172]

Kato, Kosuke,

[529, 1395,

[1082, 1092,

Kim, Ji-Hyun, Kim, Jinwoo,

[516] [171, 251,

327, 379, 1126]

318, 1026, 943, 662]

Kavka, C.,

[739]

Kim, Jong-Hwan,

[254, 257, 306]

Kojima, F.,

[36, 797]

Kawamura, Hiroshi,

[1024]

Kim, Jongryul,

[944]

K´ okai, Gabriella,

[1206]

Kawanaka, Hiroharu,

[48]

Kim, Jongwan,

[657]

Koljonen, Janne,

[139]

Kaya, Mehmet,

[73]

Kim, Ju-Youn,

[657]

Konar, Amit,

[140]

Kaynak, Okyay,

[539]

Kim, K. B.,

[1255, 1147]

Kondo, Katsuya,

[125, 1226]

Ke, J. Y.,

[523]

Kim, Ki-Tae,

[595]

Kondo, Shunsuke,

[630]

Authors

Kondo, S.,

21

[679, 722]

Kung, Chih-Ming,

[948]

Lee, Bogju,

[350, 380,

1311]

Koppenseliger, B.,

[1421]

Kung, Chung-Chun,

[496, 1401]

Kornilov, A.,

[344]

Kuo, R. J.,

[82]

Kosaki, T.,

[1314]

Kuo, Yi-Pin,

[788]

Koskim¨ aki, Esa,

[913]

Kureichik, Victor M.,

[1202]

Kostrzewski, A.,

[927]

Kuri, A.,

[1308]

Kurihara, Y.,

[190]

Kuroda, K.,

[522]

Kuromiya, A.,

[453, 921]

Kurosaka, M.,

[1226]

Kostrzewski, Andrew A.,

[529, 1395,

Lee, Byung Jin,

[1440]

Lee, Charles,

[131]

Lee, D. K.,

[132]

Lee, Dae-Hyun,

[1402]

Lee, Gwo-Yuh,

[761]

Lee, H. M.,

[642]

Lee, H. W.,

[1112]

Lee, Hee Hyol,

[249]

Lee, Hong-Gi,

[450]

Kusunoputro, Benyamin, [14]

Lee, Hong-Won,

[1157]

Kvasnicka, V.,

[776]

Lee, Hyung-Kwang,

[684]

Kvasniˇ cka, Vladim´ır,

[688]

Lee, Jae Hoon,

[44]

1404]

Kosuge, Kazuhiro,

[1459]

Kou, J. S.,

[701]

Kowalczyk, R.,

[663, 716]

Koyama, A.,

[634]

Koyama, K.,

[1044]

Kralik, Pavel,

[23]

Krambeck, C. P.,

[148, 888]

Kratochvil, Z.,

[465]

Kreinovich, V.,

[1323]

Kriese, T.,

[1327]

KrishnaKumar, K.,

Kwok, D. P.,

[842]

Lee, Jae-Bong,

[516]

Kwon, Soon-Hak,

[1282]

Lee, Jaeuk,

[944]

Kwon, W. H.,

[1321]

Lee, James X.,

[586]

Kwong, Sam,

[69, 661]

Lee, Jee-Hyong,

[912]

Labridis, D. P.,

[93]

Lee, Jia-Hong,

[285]

Lachiver, G.,

[304]

Lee, Jiann Der,

[191, 1239,

307, 331, 336]

[902, 1313,

449, 541]

Krishnamoorthy, M.,

[718]

Lai, E.,

[1352]

Lee, K. L.,

[1272]

Krishnamraju, P.,

[151]

Lai, Lin-Ying,

[49, 286]

Lee, Keon-Myung,

[172]

Krishnapuram, R.,

[1197]

Lai, Loi Lei,

[37]

Lee, Kuo-Tsai,

[256]

Krisnapuram, R.,

[1374]

Lai, Richard,

[19]

Lee, Kwang Y.,

Krohling, Renato A.,

[108]

Lai, R.,

[1439]

Krone, A.,

[451]

Lam, H. K.,

[1217, 1222]

[992, 1001,

751]

Lee, Kyu Hung,

[1337]

Lee, Kyun K.,

[1101]

Kruggel, F.,

[260]

Lam, S. S.,

[777]

Kruse, Rudolf,

[173, 1252]

Lambert-Torres, G.,

[587, 699]

Lampinen, Jouni,

[103, 122]

Lee, Mal-Rey,

Lan, Hongxiang,

[296]

Lee, Michael A.,

Lan, Kou-Torng,

[963]

Lang, J. L.,

[419]

Langholz, Gideon,

[187]

Lantos, Bela,

[732]

Lee, M. A., Kubota, Erika,

[161, 207,

[1233, 1294,

1297, 1338, 1345, 472] [595]

1243, 1095, 1013, 321]

Kubota, Naoyuki, 1344, 1373, 798]

Kubota, N.,

[36, 476, 477,

797]

Kumar, K. K., Kumar, K.,

[1271, 545, 555, 610, 1468, 846, 1469, 1470]

[135, 1316,

[835] [757]

Larsen, H. L.,

[1196, 1370,

Lee, Michael Anthony,

[179]

Lee, Pyeong G.,

[1101]

Lee, S. I.,

[1119]

Lee, Sang-Kyung,

[407]

Lee, Seung-Ik,

[83, 455, 458,

Kumar, Satish,

[1216]

Kumbla, Kishan K.,

[225, 1342]

Lau, R. W. H.,

[1356]

Lee, S.,

[1051]

Kumbla, K.,

[322]

Lavorgna, M.,

[1289, 494]

Lee, T.,

[1051]

Kuncheva, Ludmila I.,

[174]

Lazzerini, Beatrice,

[1042]

Lee, V.,

[533]

Kundu, Malay K.,

[850, 1474]

Lazzerini, B.,

[234, 1442]

Lee, W. C.,

[1112]

Kung, C. H.,

[923, 939]

Le, T. Van,

[280, 308]

Lee, Wei-Ming,

[425]

Kung, C. M.,

[923, 939]

Le, Tu Van,

[932, 969, 971]

Lee, Wonchang,

[1157]

Kung, Chih-Hsien,

[948]

Lea, Robert N.,

[1279]

Lee, Yih-Gong,

[285, 324]

766]

576, 1163, 724]

22

Genetic algorithms with fuzzy systems

Lee, Yongbum,

[129]

Liang, Jimin,

[993]

Liu, Hong,

[1191]

Lee, Yong-Doo,

[657]

Liangjie, Zhang,

[386]

Liu, J. N. K.,

[1356]

Lee, Yonggon,

[117]

Liao, James C.,

[380, 1311]

Liu, Jian,

[126]

Lee, Young Je,

[1438]

Liao, Jun,

[1061]

Liu, Jianzhuang,

[1249]

Liao, T.- L.,

[1052]

Liu, Junhong,

[103, 122]

Liew, A. C.,

[995, 600]

Liu, T. S.,

[895]

Lii, G. R.,

[17]

Liu, Weijie,

[1145]

Lim, H. T.,

[1272]

Liu, Wen-Kai,

[143, 145]

Lim, M. H.,

[1127]

Liu, Xiaoping,

[118]

Lim, Young Hee,

[1014]

Liu, X.,

[1447]

Lima, W. C. de,

[1362]

Liu, Yuyang,

[118]

Liu, Z. Q.,

[687]

Liu, Z. Y.,

[41]

Liu, Zhi-Feng,

[661]

Lo, Chiang,

[142]

Loe, K. F.,

[534]

Loia, Vincenzo,

[1156]

Leekwang, Chy-Bong Chung Hyung, [172]

Lee-Kwang, Hyung,

[912]

LeF´ evre, Jacques,

[666]

Legey, L. F. L.,

[1318]

Lehotsky, M.,

[309]

Leitch, D.,

[639]

Leitch, Donald Dewar,

[176, 211,

897, 310]

Limouri, M.,

[11]

Lemaitre, L.,

[1297]

Lin, B. C.,

[1188]

Leung, F. H. F.,

[1217, 1222]

Lin, C. S.,

[1419]

Leung, Henry,

[29]

Lin, C. Y.,

[951]

Leung, H.,

[533]

Lin, Chang-Pin,

[1030]

Leung, K. F.,

[1222]

Lin, Ching-Fang,

[741]

Leung, K. S.,

[1149]

Lin, Chin-Teng,

Leung, Kwong Sak,

[1384, 1183,

1480, 1481]

Loia, V., [16, 51, 56,

Lin, C.-Y.,

[459]

Leung, T. P.,

[311]

Lin, Jiann-Yow,

[16]

Leyva-Lopez, J. C.,

[760]

Lin, Jianya,

[1061]

Li, Dan,

[502, 712]

Lin, Jin-Jye,

[1138]

Li, Guo-Bin,

[762, 794]

Lin, Lih-Chang,

[761]

Li, H.,

[510]

Lin, Nine-Shen,

[891, 1258]

Li, Jun,

[1074]

Lin, Ren-Wei,

[143]

Li, M. Q.,

[701]

Li, Ping,

[124]

Li, Shen,

[754]

Lin, T. Y.,

[1330]

[544]

Lin, Tseng-Hsien,

[991] [1222]

Li, T.-H. S.,

[1186, 1270,

1111, 422]

1400]

Lin, Sinn-Cheng,

Lopes, H. S.,

[755, 785]

Lopes, Heitor S.,

[1362]

Lopez, I.,

[364]

L´ opez, I.,

[509]

Lopez, S.,

[1382]

Loskiewicz-Buczak, Anna, Lowe, C.,

[178, 262]

[492]

Lozano, Manuel,

[62, 882, 1085, 250, 292, 299, 1291, 908, 330, 334, 339, 1301, 343, 354, 370, 441, 447, 466, 470, 1029, 497, 826, 827]

[261, 1280,

1143, 779]

Lu, Chun-Feng,

[1221]

Lu, Chun-Ming,

[142]

Lu, Hung-Ching,

[911]

Lu, J.,

[67]

Lu, Weixue,

[1040]

Li, Tzuu-Hseng S.,

[1067, 788]

Ling, S. H.,

Li, Wenhua,

[899, 907]

Linkens, D. A.,

Li, Xiaoli,

[45]

Li, X.,

[996]

Lu, Y.,

[1004]

Li, Yan-Da,

[329]

Linkens, Derek. A.,

[845]

Luca, A. D. de P.,

[364]

Li, Yanda,

[1023]

Liouane, N.,

[42]

Luca P., A. de,

[509]

Li, Yangmin,

[118]

Liska, Jindrich,

[177]

Lucas, C.,

[74]

Li, Yinxiu,

[922]

Litz, L.,

[109, 677, 728]

Luger, George F.,

[1181]

Li, Yinzhen,

[1148, 620]

Liu, Baoding,

Luk, P. C. K.,

[37]

Lund, T.,

[709]

Lund, Trevor,

[597]

[31, 32, 237,

632, 672]

Linkens, Derek A.,

[312, 387,

452, 543, 843, 844]

[1071, 1077,

1175]

Li, Y.,

[186, 267, 1022, 462]

Liu, Bin-Da,

[61]

Li, Yun,

[396]

Liu, C.,

[110]

Li, Yurong,

[88]

Liu, Han-Leih,

[56]

Lunney, T., 940]

[1120, 554,

Authors

23

Lunney, Tom,

[1164]

Martin, T. P.,

[1396, 778]

Meyer, George E.,

[121]

Lybanon, M.,

[804]

Martin, Worthy N.,

[1411]

Meyer, L.,

[159, 1232]

Lyou, Kyoung,

[1440]

Martin-Bautista, M. J.,

MeyerZu, E.,

[924]

Mica, Joseph A.,

[1279]

Mihaila, D.,

[1375]

Min, Byung-Woo,

[756]

Ming, Lei,

[394, 1045]

[1196, 1370,

766]

Ma, H.-M., Ma, Mingming, Ma, Y.,

[1004]

Martins, Alejandro,

[1379]

Mart´ın, F.,

[1141]

Martyna, J.,

[1371]

Masetti, Massimo,

[1019]

Masuda, T.,

[313]

Masui, Shigehiro,

[392]

Mirzaeian, B.,

[74]

Matouˇsek, Radomil,

[625]

Mishra, S.,

[995]

Mitchell, Melanie,

[1444]

[1211] [996]

Macedo, H.,

[1416]

Machado, Ricardo Jose, [1482] Madrid, A. P. de,

[1341]

Madrid, M. K.,

[1195]

Maeda, H.,

[1089, 1115]

Maeda, T.,

[421]

Magdalena, Luis,

[868, 182, 1250, 281, 1273, 512, 550, 1382, 607, 609, 855]

Matsubara, Y.,

[421, 1151,

1471]

Matsui, Teruyuki,

Miranda, Vladimiro,

[212, 219,

264, 395]

Mitra, P.,

[771]

[1287]

Mitra, S.,

[771]

Matsumoto, Y.,

[522]

Mitra, Sushmita,

[46]

Magele, Ch.,

[495, 636]

Matsumura, K.,

[1140]

Mitrakis, Nikolaos E.,

[144]

Maggiore, A.,

[234]

Matsushita, S.,

Miyagawa, K.,

[323]

Mahfouf, M.,

[32, 672]

Miyajima, K.,

[697]

Mahmood, A.,

[551]

Miyakoshi, Masaaki,

[1254]

Maillard, Eric,

[366, 445]

Miyakoshi, M.,

[1275]

Maji, Pradipta,

[1218]

Miyamoto, S.,

[1472]

Makrehchi, Masoud,

[263]

Miyata, H.,

[390]

Malaviya, Ashutosh,

[146]

Miyata, Yujiro,

[360]

Malaviya, Paritosh,

[146]

Miyazaki, M.,

[582, 775, 793]

Malgeri, Michele,

[585]

Malgeri, M.,

[233]

Malik, O. P.,

[524, 656]

Man, K. F.,

[905, 523]

Man, Kim Fung,

[69]

Man, Kim-Fung,

[661]

Manabe, T.,

[921]

Mann, George K. I.,

[1007, 1174]

Mansfeld, C.,

[284]

Mantawy, A. H.,

[989]

Marcelle, Kenneth W.,

[227]

Mohamadian, M.,

[485]

Marcelloni, F.,

[1442]

Melin, P.,

[800]

Mohammadian, M.,

[183, 265, 384]

Marenbach, P.,

[552]

Melsheimer, Stephen,

[177]

Mohammed, O. A.,

[74]

Marinelli, C.,

[553, 599]

Meng, Wu,

[283]

Mohan, Akshay,

[1214]

Marks, II, Robert J.,

[781]

Menhaj, Mohammad B., [1208, 1209]

Mok, T. K.,

[998]

Marsden, G. D.,

[416, 572]

Meredith, D. L.,

Mokeddem, D.,

[107]

Molinari, Diego,

[266]

Molteni, S.,

[95]

Momoh, James A.,

[1002]

[393, 453, 454, 921, 505, 624, 946, 958]

Matthews, C.,

[377, 527]

Mayer, Helmut A.,

[123]

Mcauliffe, P.,

[1436]

McCauley, Daniel G.,

[1003]

McClintock, Shaunna,

[1164]

McClintock, S.,

[1120, 554,

940]

McCormick, Vance E.,

[1090, 828]

Miyazato, Akihiro,

[1069]

McCullough, S.,

[713]

Miyazato, A.,

[581, 617]

McGregory, Jon,

[98]

Miyoshi, T.,

[397, 1122]

McLaren, Robert,

[1365]

Miyoshi, Tsutomu,

[1166]

McMichael, James,

[102]

Mizunuma, H.,

[1098]

Me, L.,

[1161]

Mizutani, Eiji,

[1372]

Meashio, Y.,

[551]

Mizutani, Y.,

[289, 1028]

Meesad, Phayung,

[65]

Mo, Yulong,

[1191]

Meesad, P.,

[80]

Moallem, M.,

[74]

Melin, Patricia,

[81, 1429,

740, 770, 790, 799]

[978, 830,

Moghadampour, Ghodrat,

[627]

831, 835]

Martin, C. A.,

[148, 888]

Merelo, J. J., Martin, N. M.,

[954]

Mester, G., Martin, Noel M.,

[1363, 1387]

[748]

643]

[242, 1015,

24

Genetic algorithms with fuzzy systems

Monasterio, F.,

[1250, 1273]

Na, Man Gyun,

[94, 674, 668]

Neto, Joao Camargo,

[121]

Monasterio-Huelin, F.,

[609]

Nafia, Mohammed,

[981]

Neugebauer, J.,

[320]

Mondelli, G.,

[644, 955]

Nagamachi, M.,

Ng, K. Chwee,

[186, 267]

Nguyen, H. T.,

[1323]

Ni, Yixin,

[998]

Nian, C. Y.,

[459, 1133]

[421, 1151,

1471]

Moon, S. Y.,

[1321]

Nagaraja, G., Moon, Yoonkeon,

[1220]

[171, 251]

Nagarajan, Ramachandran, Moore, L., Moraga, C., Moreno, L., Mori, T.,

[85]

[713]

Nagarajan, R.,

[522]

Nicholson, B. A.,

[563]

Nagel, Klaus,

[1411]

Nicolaisen, J.,

[1370]

Naiping, Xu,

[708]

Niebel, William D.,

[1411]

Nakamiti, Gilberto,

[184]

Niittym¨ aki, Jarkko,

[39]

[924] [100, 134] [1092, 1142,

795]

Morikawa, Kojima,

[1089, 854]

Nakamura, M.,

[1472]

Nilson, J.,

[284]

Morimoto, Tetsuo,

[1274]

Nakamura, Tsuyoshi,

[30]

Nishikawa, D.,

[1441]

Morimoto, T.,

[580, 690]

Nakanishi, S.,

Nishino, J.,

[670]

Nishiyama, T.,

[1475]

Nishizaki, Ichiro,

[1159]

Nishizaki, I.,

[659, 727, 801]

Niwa, K.,

[659]

No, Hee Cheon,

[489]

Nobary, Babak G.,

[1208]

Nobre, F. S. M.,

[1278]

Noguchi, N.,

[589]

[314, 1378,

941, 1475]

Morimura, Atsushi,

[1096]

Nakano, Eiji, Morioka, T.,

[547]

[797]

Nakao, Zensho, Moriyama, Teruki,

[1287]

Moriyama, T.,

[390, 669, 763]

[1276, 1295,

1300, 1135]

Nakaoka, K.,

[185, 1089,

1260, 1115]

Motegi, S.,

[634]

Nakaoka, N., Motokawa, Wataru,

[217]

[34]

Nakashima, Tomoharu,

[302, 374,

Moura-Pires, F.,

[560]

Mrad, Fuad,

[1027]

Nakatani, T.,

[1264]

Muhammad, A.,

[480]

Nam, Dongkyung,

[1057]

Muhhamad, A.,

[557]

Nanba, Y.,

[775, 793]

M¨ uhlenbein, Heinz,

[906, 337]

Nanda, P. K.,

[1219]

Mujika, J.,

[1257]

Nascimento, S.,

[560]

515, 604, 691, 792]

Mukandai, S.,

[1277]

Nasraoui, O.,

[1197, 1374]

Mulawka, Jan J.,

[1389]

Nasu, Masami,

[613, 1169]

Muller, B.,

[1320]

Nasu, M.,

[1128, 1376]

Muni, D. P.,

[1219]

Natsuaki, Y.,

[1277]

Munir-ul, M.,

[396]

Nawa, N. E.,

[692]

Munoz, A.,

[883]

Nawa, Noberto Eiji,

[559]

Munro, Alistair,

[232, 1129]

Nawa, Norberto Eiji,

Munro, A.,

[1347]

Murai, Tetsuya,

[1254]

Murai, T.,

[1275]

[565, 942, 676, 696, 721, 730, 1177, 796]

Negoita, Alexandru,

[220]

Negoita, G.,

[698]

Negoita, Mircea Gh., Murakami, M.,

[1441]

Murakami, S.,

[653]

Murata, Tadahiko,

[221, 278, 302, 368, 374, 1337, 467, 515, 622, 1153, 1393, 953, 691]

[213, 220, 295, 315, 359, 1357, 1375]

Noirhommefraiture, M., [665] Noirhomme-Fraiture, M.,

[717]

Nola, A. di,

[1186]

Nolfi, S.,

[1432]

Nomura, Hiroyashi,

[878]

Nomura, H.,

[1479]

Nomura, Tatsuya,

[1166]

Nomura, T.,

[397, 1122]

Nonaka, M.,

[1012]

Nose, Matsuo,

[1240, 1281,

1298, 411]

Nowicki, E. P.,

[226, 325,

437, 485]

Nozaki, Ken,

[169, 1086,

1091, 1116, 829, 1465]

Nunnari, G.,

[1066]

Nyongesa, H. Okola,

[312, 387,

452, 543, 843, 844, 845]

Nehrirand, M. H.,

[67]

Nyongesa, H. O.,

[237]

Nejad, Asghar Iran,

[12]

Obata, H.,

[1121, 719]

Nelles, Oliver,

[867, 561]

Occhipinti, L.,

[1066]

Murray-Smith, D. J.,

[267]

Nelles, O.,

[398]

Odaka, T.,

[670]

Muruzabal, Jorge,

[883, 904]

Nemes, A.,

[643]

Ofoli, Abdul R.,

[1002]

Na, M. G.,

[71]

Nemes, Attila,

[732]

Ogawa, Toshiyuki,

[279]

Authors

25

Ogura, H.,

[670, 1472]

Palade, V.,

[698]

Penth, Y. J.,

[642]

Oh, S. K.,

[113, 132]

Palomares, Jos´ e M.,

[141]

Peregr´ın, A.,

[341]

Oh, Sung-Kwun,

[738, 858]

Pao, Y.-H.,

[1011]

P´ erez, Ra´ ul,

[573]

Parekh, David,

[102]

Perez, Raul,

[1386]

Park, Byoung-Jun,

[738]

P´ erez, Ra´ ul,

[1173]

Park, C. K.,

[682]

Perez, R.,

[58]

Park, Cheol Hoon,

[1057]

Perhisnschi, Mario G.,

[1047]

Perkin, Simon,

[1198]

Perkins, Simon J.,

[1444]

Perneel, Christiaan,

[1234, 1102]

Perona, Melissa T.,

[1003]

Perrone, G.,

[733]

Perrot, N.,

[1161]

Peters, Liliane,

[1283]

Ohki, M.,

[390, 669,

763, 970]

Ohkita, M.,

[390, 669,

763, 970]

Ohkubo, Masaki,

[129]

Ohmachi, Yasutaka,

[1024]

Park, Dae Hee,

[1014]

Ohno, Hiroshi,

[1408]

Park, Daihee,

[187, 519, 964]

Ohsaki, M.,

[1114]

Park, Gwi Tae,

[1440]

Ohta, Yoshiki,

[593]

Park, Gwi-Tae,

[457]

Ohtake, A.,

[314]

Park, Jin-Bae,

[749]

Park, Jin-Hyun,

[316]

Park, Jooyoung,

[519, 964]

Ohtani, S.,

[314, 1378,

941]

Ohwi, J.,

[268]

Ohya, K.,

[1114]

Okano, Y.,

[1012]

Park, S. H.,

[824]

Okaya, K.,

[1012]

Park, Seihwan,

[684]

Olej, V.,

[309]

Park, Young Jun,

[287]

Oliveira, Luis,

[219]

Park, Zei Shuk,

[266]

Ollero, A.,

[229]

Parodi, Alexandre,

[807]

Omori, Yasuharu,

[1225]

Parrazales, R. U.,

[364]

Ortega, Guillermo,

[269, 506, 645]

Parsons, Michael G.,

[1074]

Ortega, Julio,

[1059]

Pascoli, S. Di,

[234]

Osmera, Pavel,

[400]

Pasquariello, G.,

[1423]

Pasquariello, Guido,

[1420]

Passino, Kevin M.,

[270, 401]

Oˇsmera, Pavel,

[328, 399,

412, 468, 473, 571, 625]

Park, June Ho,

[525, 654,

714, 750]

Petry, Frederick E.,

[884, 804,

805, 982]

Pfister, Gerd,

[167, 1031]

Pham, D. T.,

[189, 205,

499, 847, 848]

Pham, Tuan D.,

[1381]

Phillips, C.,

[403]

Phua, K. H.,

[534]

Pierre, D. a.,

[67]

Pilla, Jr V.,

[755]

Pintoferreira, C. A.,

[1428]

Pipe, A. G.,

[988]

Pipe, Anthony G.,

[487]

Pisarkiewicz, Tadeusz,

[968]

Piskounov, A.,

[344]

Otani, Masayuki,

[1286]

Paul, Sandeep,

[1216]

Pitsillides, Andreas,

[1448]

Otha, Michio,

[266]

Pavlov, Alexander V.,

[1204]

Pitsillides, A.,

[1426]

Ouchi, Yuji,

[596]

Pawar, Pravin,

[1220]

Pletl, S.,

[242, 643]

Ozaki, Masao,

[34]

Pazos, Alejandro,

[1207]

Pokorn´ y, Miroslav,

[412, 571]

Ozawa, J.,

[1100]

Pearce, Rachel,

[271, 402]

Pokorny, M.,

[400]

¨ uner, Umit, ¨ Ozg¨

[401]

Pedram, M. M.,

[569]

Pomares, Hector,

[1059] [141]

Ozyurt, B.,

[1293]

Pedreira, Nieves,

[1207]

Pomares, H´ ector,

Ozyurt, I. B.,

[914]

Pedryca, W.,

[1426]

Pomares, H.,

[1387]

Popovic, D.,

[357, 1324]

Pacheco, Roberto C. S., [1379]

Pedrycz, Witold,

[132, 877,

188, 1093, 678, 960]

Padgett, M. L.,

Pedrycz, W., Padgett, Mary Lou,

Pe˜ na-Reyes, Carlos Andr´ es,

[55, 1076, 869, 128, 133, 773, 1452]

Pajor, G.,

[242]

Pal, Nikhil R.,

[1099, 1178]

850, 1473, 1474]

[113]

[1279, 568,

612]

Pal, Sankar K.,

Porter, B.,

[918]

[332, 333,

348, 1336, 598]

Porter, Reid,

[1198]

Posp´ıchal, Jiˇr´ı,

[688]

Peng, Pei-Yuan,

[631]

Pospichal, J.,

[776]

Peng, Zhaoyang,

[118]

Postaire, Jack-G´ erard,

[588]

Penmetcha, K. V.,

[1310]

Potempa, Przemyslaw,

[968]

[1087, 771,

26

Genetic algorithms with fuzzy systems

Prabhu, D.,

[884, 982]

Rankin, Dr John R.,

[742]

Rojas, I.,

[1363, 1387]

Pratihar, D. K.,

[1048]

Rao, Ch. Srinivasa,

[764]

Romzi, M.,

[670]

Presti, Lo M.,

[290]

Rao, K. Chandra Sekhara,

[68, 104]

Rosa, A.,

[1416]

Presti, M. Lo,

[1289]

Rao, Nelatury Sudarshan,

[1205]

Rosa, L. C.,

[888] [59]

Price, Kenneth V.,

[1315]

Rao, Sathyanarayana S., [1205]

Rotshstein, A.,

Prieto, Alberto,

[1059]

Rashid, Kashif,

[28]

Rotshtein, Alexander,

[90]

Prieto, A.,

[1363, 1387]

Ravichandran, K. S.,

[68, 104]

Roubos, Hans,

[1062, 1072]

Probert, P. J.,

[639]

Rayner, J. P.,

[709]

Roubos, H.,

[1192]

Probert, Penelope,

[176, 211, 310]

Rayner, John,

[597]

Roux, Christian,

[873]

Probert, Thomas,

[863]

Reardon, B. J.,

[957, 723]

Roy, Debjit,

[106]

Roychowdhury, S.,

[1409]

Rubinson, T.,

[915]

Rudas, I.,

[242]

Proenca, Luis Miguel,

[212, 219,

264, 395]

Pursula, Matti,

[39]

Purushothaman, Gopathy,

[1032]

Qi, Tian,

[582]

Qi, X. M.,

[1146, 1165]

Qiam, Yuntao,

[288]

Qiao, B.,

[861]

Qijie, Zhou,

[311]

Qin, Yu,

[621, 623,

1036]

Rebaudengo, Maurizio, [1434] Reed, H. R.,

[781]

Rees, N. W.,

[493]

Rehder, J.,

[284]

Reilly, K. D.,

[1310]

Reilly, Kevin D.,

[151]

Ren, L. H.,

[1194]

Rusu, Calin,

[259]

Ren, Wei,

[1050]

Russo, Fabrizio, Russo, Marco,

[33, 75, 86, 1248, 233, 1019, 1326, 548, 585, 1158]

Rutkowska, D.,

[680, 961]

Renders, Jean-Michael, [1102]

Ryan, Conor,

[1392]

Renganathan, S.,

Sait, S. M.,

[764]

[530]

Renhou, Li,

[1118, 436]

Quafafou, Mohamed,

[981]

Reorda, Matteo Sonza,

[1434]

Quintana, V. H.,

[587, 699]

Repetto, M.,

[636]

Rabelo, L.,

[347]

Ressom, H.,

[109]

Rabu˜ nal, Juan R.,

[1207]

Reus, I. N. M. de,

[1410]

Reyneri, Leonardo M.,

[1042]

[111, 510,

1377, 772]

[930, 1407,

967]

Qiu, Jiancheng,

Rad, A. B.,

[20, 54, 501,

747]

Saito, Fuminori,

[241]

Saitta, L.,

[1460]

Sakai, S.,

[693]

Sakanashi, H.,

[1441]

Sakawa, Masatoshi,

[24, 1063, 76, 1082, 1092, 318, 1026, 575, 1380, 616, 1152, 943, 952, 658, 659, 662, 675, 1159, 719, 720, 727, 729, 802]

Raffiei, S. M. R.,

[244]

Reynolds, Robert G.,

[945]

Ragusa, C.,

[636]

Reznik, Leonid,

[406]

Rahardja, S.,

[1127]

Reznik, L.,

[1368]

Rahmoun, A.,

[629]

Rhee, F. C.-H.,

[1438]

Sakawa, T.,

[715]

Rai, R.,

[112]

Rho, Gi-Gab,

[749]

Sakawa, M.,

[1476]

Rajan, K.,

[718]

Rhyne, Robert D.,

Sakurai, M.,

[190]

Rajapakse, A.,

[679, 722]

Rajapakse, Athula,

[630]

Rakytyanska, Hanna,

[90]

Rakytyanska, H.,

[59]

Ramalho, M. F.,

[919]

RamBabu, P.,

[162]

Sakawa, M.,

[1121, 1367, 1142, 606, 1160, 1172, 795, 801, 852]

[25, 864, 865,

101]

Salami, M. Reza,

[900]

Richter, K. R.,

[495]

Saleh, R. A. F.,

[753]

Ricudis, C.,

[1426]

Saleh, Ragaey A. F.,

[40]

Rine, D. C.,

[518, 652]

Salido, J. Fernandez,

[653]

Robaszkiewicz, Michel,

[873]

Salmon, J. C.,

Rocha, Armando Freitas da,

[1482]

[226, 325,

437, 485]

Sanchez,

Carmen

Garcia-Alegre,

Rocha, L. M.,

[273]

Rochet, S.,

[408]

Sanchez, Elie,

[1458, 973]

[810]

Ramos, Antonio Rogerio Machado, [272]

Ram´ırez, Jaime A.,

[28]

Rojas, Fernando,

[141]

Sanchez, E.,

[408]

Ranganath, M.,

[764]

Rojas, Ignacio,

[1059, 141]

Sanderson, Arthur C.,

[956]

Authors

Sangalli, Arturo,

27

Sebastian, H.-J.,

[959]

Shida, Koichiro,

[1327]

[1265, 1021,

372, 440, 849]

Seifi, H.,

[569]

Santib´ an ˜ez-Koref, Ivan, [808]

Seifipour, Navid,

[1209]

Santos, Antonino,

[1207]

Sekercioglu, Y. A.,

[1448]

Santos, M.,

[1341]

Seki, H.,

[199, 1269]

Sekiya, Masaru,

[129]

Santamar´ıa, J.,

[1224]

Santos Coelho, Leandro dos,

[108]

Shida, K.,

[353]

Shidama, Y.,

[697]

Shida, Koichiro,

[194]

Shieh, M.-Y.,

[544]

Shijie, Cheng,

[700, 786]

Shim, J. C.,

[592]

Shim, M. S.,

[1272]

Shimbo, Masaru,

[1254]

Shimbo, M.,

[1275]

Shimijima, K.,

[1355]

Shimojima, Joji,

[601]

Saravan, R.,

[104]

Seliger, R.,

[1421]

Sarkar, M.,

[391]

Sen, Pratyush,

[98]

Sarma, K. C.,

[862]

Sendhoff, Berhhard,

[491]

Sasaki, Hironobu,

[135]

Seng, T. L.,

[579]

Sasaki, Keisuke,

[1225]

Seng, Teo Lian,

[417, 783]

[767]

Senjyu, Tomonobu,

[1069]

Senjyu, T.,

[581, 617]

Sergienko, Julia V.,

[1412]

Setnes, Magne,

[1062, 1072]

Setnes, M.,

[1192]

Shin, Hyundoo,

[274]

Sette, S.,

[43]

Shiromaru, Isao,

[24]

Shiromaru, I.,

[852]

Shragowitz, E.,

[930]

Sasaki, Masato, Sasaki, M.,

[319, 1106,

928]

Sasaki, T.,

[928]

Satalino, G.,

[1423]

Satalino, Guiseppe,

[1420]

Sato, K.,

[313]

Satsios, K. J.,

[93]

Satyadas, Antony,

Shabeeb, Abdulkarim H. M., Shaheen, Samir I.,

[191, 1239,

307, 331, 336]

Savant, Gajendra D., Savant, Gajendra, Sawargi, T.,

[1395, 1404] [529] [1179]

Saxena, Ashutosh,

[162]

Sayers, T. M.,

[633]

[1058]

[511]

[1194, 1025]

Shyu, Yaw-Yu,

[1236]

Shaout, A.,

[1436]

Siarry, P.,

[1162]

Shapiro, D. I.,

[577, 686]

Sigut, J.,

[100, 134]

Sikdar, Biplab K.,

[1218]

Silva, Clarence de,

[130]

Silva, N.,

[1416]

Sim, Kwee Bo,

[590, 824]

[210, 1466,

Sharma, Sanjay Kumar, [875]

[695, 784]

Sharman, K. C.,

Sayyarrodsari, Bijan,

[900]

Shayesteh, Mahrokh G., [1208]

Scandizzo, S.,

[1270, 422]

Shen, Lansun,

[990]

Scharf, E. M.,

[919]

Shen, Yaxi,

[50, 704]

Shen, Y.,

[41]

Shenoi, Sujeet,

[196, 1462]

Shi, Hong Bao,

[789]

Shi, Kai-Quan,

[430, 431]

Schilhabel, T.,

[409]

Schmidt, G¨ unther K.,

[165, 1125]

Schmidt, M.,

[410, 1361]

Schmitz, G. P. J.,

[646]

Shi, Yuhui,

[267]

[706, 1449,

1184]

Schneider, Mordechay,

[1268]

Shiba, S.,

Sch¨ oder, M.,

[1252]

Shibano, Toshihiro,

Schraft, R. D.,

[320]

Schroder, M.,

[683]

[575, 1380, 943, 952, 675, 719, 729]

Shibano, T.,

[1121, 1172]

Shibanuma, N.,

[1226]

[192]

Shibata, Takanori, Schutten, Michael J.,

[227]

Sebaaly, Milad,

[1027]

1045]

Sim˜ oes, Marcelo Godoy, [546] Simon, Dan,

[885, 1088]

ˇ Simon´ ık, Ivan,

[412, 571]

Simons, D. G.,

[1422]

Simpson, P. K.,

[814, 815]

Singer, G.,

[551]

Singer, S.,

[931]

Sipper, Moshe,

[1144]

Schulte, Christoph Michael,

[365, 394,

Shao, S. H.,

979, 980]

[997, 116,

Shuzi, Yang,

[1396, 778]

Sharma, S. K.,

1005]

[166, 195, 1245, 241, 1253, 326, 1296, 338, 1107, 1108, 1018, 1316, 1344, 476, 477, 1373]

Shanahan, J. G.,

Sayers, Tessa,

Scheunders, Paul,

Shimojima, Koji,

[170, 193, 209, 214, 1240, 1097, 1281, 1298, 411, 618, 1459, 975, 816, 817, 976, 818, 820, 821, 822, 977]

[55, 1076,

773, 1452]

Smith, James F.,

[25, 864, 865,

101]

Smith, M. H.,

[1233, 1294]

Smith, Michael H.,

[555, 610]

Snellen, M.,

[1422]

So, Yee Leung And Leo, [1480, 1481] Sobrino, Dolores del Castillo,

[810]

28

Genetic algorithms with fuzzy systems

Soenen, Rene,

[428]

Subudhi, B.,

[277, 414, 486]

Takano, Takeshi,

[301]

Soh, Chee Kiong,

[303, 413, 920]

Succi, Giancarlo,

[877]

Takashibu, M.,

[1276, 1300]

Solaiman, Basel,

[873]

Sudkamp, T.,

[1445]

Takata, Hisahiro,

[1131]

Soliday, Stephen,

[1003]

Sugeno, Michio,

[1282]

Takayama, Masato,

[1171] [1217, 1222]

Son, Jae Cheol,

[1103]

Sugeno, M.,

[1145]

Tam, P. K. S.,

Son, Man-Seok,

[316]

Suginohara, N.,

[852]

Tan, G. V.,

[1307]

Song, Lickho,

[1103]

Sun, Chein-Chung,

[1215]

Tan, Gregory V.,

[1360]

Song, Y. H.,

[1037]

Sun, Chuen-Tsai,

Tan, K. C.,

[27]

Tan, K. K.,

[27]

Tan, Ou,

[1040]

Song, Yong-Hua,

[1306, 916,

1339, 461, 626, 705]

[70, 1230,

910, 811]

Sun, C.-T.,

[872]

Soodamani, R.,

[687]

Sun, H. T.,

[926]

Sotani, T.,

[953]

Sun, Xian-fang,

[64]

Soufian, M.,

[578, 578]

Sun, Ya Lei,

[72]

Sousa, J. M.,

[1328]

Sunada, Hideaki,

[943]

Sparrow, C. A.,

[1041]

Sunol, A. K.,

[914]

Spiegel, D.,

[1445]

Suominen, Petri,

[39]

Tanaka, T.,

[323]

Spiegel, Ronald J.,

[546]

Sural, S.,

[84]

Tanase, Hideaki,

[1287]

Spitzlinger, Mark,

[123]

Surkan, Alvin J.,

[121]

Tang, Jiafu,

[521, 655]

Tang, K. S.,

[69, 905, 523]

Tang, K. Z.,

[27]

Tang, Kit-Sang,

[661]

Tani, Akinori,

[1024]

Tani, N.,

[1179]

Srikanth, Radhakrishnan,

[362]

Surmann, Hartmut,

[893, 1283,

Tanaka, Hideo,

[169, 1086, 218, 221, 1091, 368, 1116, 829]

Tanaka, Kazuo,

[903]

Tanaka, K.,

[1314]

Tanaka, Masahiro,

415]

Srikanth, R.,

[884, 892, 982]

Stafylopatis, A.,

[381]

Susu, Yao,

[432]

Staiano, A.,

[1186]

Sutton, R.,

[416, 572]

Stanley, D. A.,

[340]

Suzuki, J.,

[580]

Stanley, Donald A.,

[889, 978]

Suzuki, Shinji,

[851]

Stapinski, Tomasz,

[968]

Suzuki, Tetsuo,

[849]

ˇˇtastn´ S y, Jiˇr´ı,

[625]

Suzuki, Toshihiro,

[696, 1433]

Taniguchi, K.,

Steeb, W.-H.,

[876]

Suzuki, T.,

[692]

Tanino, Tetsuzo,

Steiner, S. J.,

[345, 517]

Svendsen, T.,

[1370]

Swain, A. K.,

[277, 414, 486]

Swan-Stone, J. F.,

[1288]

Swift, S.,

[1447]

Szymanski, John J.,

[1198, 1444]

Tachibana, Kanta,

[758]

Tachibana, K.,

[694]

Taguchi, Takeaki,

[725]

Sternieri, A.,

[439, 1420,

1423]

Stoica, A.,

[1450]

Stonier, R. J.,

[780]

Stonier, Russel James,

[183, 265, 275]

Storn, Rainer,

[1329]

Stramaglia, Sebastiano, [1420] Stramaglia, S.,

[1423]

Strbac, G.,

[276]

Streifel, Robert J.,

[781]

[181, 255,

917, 1131]

Tai, Heng-Ming,

[196, 1462]

Tait, J. I.,

[490]

Takagi, Hideyuki,

[1227, 1331, 1468, 846, 1469, 1470, 853, 1477]

Tanie, Kazuo,

[1240, 1281, 411, 618, 975, 976, 818, 977] [36] [181, 255,

917, 1131]

Tao, Wen-Bing,

[126]

Tarassov, V.,

[933]

Tarng, Y. S.,

[419, 459,

1133]

Tassier, C.,

[408]

Tautz, Wilfried,

[197]

Tazaki, Eiichiro,

[301, 596]

Tcholakian, Aran B.,

[1379]

Tedford, J. D.,

[492]

Teller, Astro,

[1478]

Terano, Toshiro,

[392]

Terao, H.,

[589]

Strelen, Stephan,

[240]

Stuckman, B. E.,

[1457]

Takagi, H.,

[1114]

Ternovskiy, I.,

[927]

Su, C. T.,

[17]

Takagi, T.,

[1475]

Tettamanzi, A. G. B.,

[349]

Su, Mu-Chun,

[891, 1258]

Takahama, T.,

[693, 1472]

Tettamanzi, Andrea G. B.,

Subbu, Raj,

[956]

Takahashi, Arita,

[1203]

Tettamanzi, Andrea,

[1247]

[202]

Authors

29

Teuber, P.,

[451]

Tseng, Shian-Shyong,

[710]

Uyar, Sima E.,

Theiler, James P.,

[1444]

Tsoukalas, Lefteri H.,

[934, 619]

Vachtsevanos, George J., [1340]

Theiler, James,

[1198]

Tsuchiya, T.,

[421, 1151,

1471]

Themlin, Jean-Marc,

[1102]

Tsujimura, Yashuhiro, Theocharis, John B., Thompson, Wiley E.,

[922]

[144]

Tsujimura, Yasuhiro, [168, 1010,

[161, 207,

1243, 1095, 321]

Tsuruoka, Shinji,

Vafaie, Haleh,

[1235]

Vahidov, Rustam M.,

[1065]

Valenzuela-Rend´ on, Manuel,

[984,

985]

Vamvakeridou-Lyroudia,

282]

[1443]

Lydia

Thrift, Philip,

[983]

Thuillard, Marc,

[77]

Vann, P. A.,

[223, 224]

Tian, Jin-Wen,

[126]

Tsutsumi, Kazutoshi,

[1225]

Vas, Peter,

[966]

Titel, Faouzi,

[1060]

Tsutsumi, Yasuhiro,

[1245]

Vasilakos, Athanasios,

[1448]

Tiwari, M. K.,

[106, 112]

Tu, Chu-Kuei,

[991]

Vasilakos, A.,

[1426]

Todorovich, El´ıas,

[120]

Tucker, A.,

[1447]

Vasiliev, Anatolu,

[529]

Toliyat, H. A.,

[244]

Tunstel, E.,

Vdovichev, S.,

[344]

Tomassini, Marco,

[202]

Tomizuka, M.,

[1470]

Tompuri, Vesa,

[87]

Tong, Fu,

[428]

Tong, S. H.,

[41]

Tong, T. L.,

[37]

Tsutsui, H.,

[322, 1342,

VanLandingham, H. F., [1417]

713]

Velasco, Juan R.,

[144]

T¨ orm¨ anen, Pasi,

[420, 583, 627]

Torresen, Jim,

[1446, 1453]

Toyota, Toshio,

[613, 1169]

Toyota, T.,

[1128, 1376]

Tozawa, Tatsumi,

[1094, 1132]

Tran, D.,

[393, 454,

505, 624, 946, 958]

Topaloglou, Charalampos A.,

S.,

[871]

[48]

[969]

[1250, 281,

Turhan, M.,

[549, 584]

Turksen, I. B.,

[1153]

Velayutham, C. Shunmuga,

Tzeng, G. H.,

[951]

Velthuizen, R. P.,

[423]

Tzeng, Gwo-Hshiung,

[47, 1285]

Veluppillai, S.,

[937]

Tzeng, Shian-Tang,

[911]

Vemuri, V. Rao,

[568]

Tzes, A.,

[631]

Verbruggen, H. B.,

[1328]

Uchibori, A.,

[697]

Verdegay, Jose Luis,

Uchida, T.,

[928]

Uchikawa, Yoshiki,

[185, 215, 1242, 1089, 248, 1260, 298, 901, 1284, 1299, 360, 418, 1334, 453, 464, 469, 559, 565, 942, 796, 854]

Uchikawa, Y.,

[217, 393,

1115, 454, 921, 624]

550, 1382, 855] [1216]

[882, 1085, 250, 299, 908, 334, 339, 1301, 343, 1029, 1366, 791, 826, 827]

Vetterkind, D.,

[424]

Vidal, J. J.,

[198, 291,

1456]

Vidal, Jacques J.,

[389]

Vila, M.-A.,

[1196, 766]

[1159, 720]

Villar, Pedro,

[79, 1078]

Trebi-Ollennu, A.,

[460, 481]

Uemura, Yoshio,

Tresp, Christopher,

[880]

Uemura, Y.,

[1160, 801]

Vincens, M.,

[803]

Trianni, Vito,

[1000]

Uezato, Katsumi,

[1069]

Vinci, C.,

[204, 290, 909]

Trichard, J.-M.,

[1161]

Uezato, K.,

[581, 617]

Virk, G. S.,

[508]

Troya, Jos´ e Ma,

[355]

Uhrig, R. E.,

[230]

Visioli, Antonio,

[962]

Visioli, A.,

[91]

Visser, E. K.,

[1410]

Voigt, Hans-Michael,

[906, 808, 986]

Troyo, Jose J.,

[346]

Trystrama, G.,

[1161]

Tsai, C.-F., Tsai, Ching-Chih,

Uhrig, Robert E.,

[178, 262,

1020, 488, 934, 619]

[490] [429]

Tsai, Du-Yih,

Ulieru, Michael,

[610]

Ulribe, J. P.,

[1257]

von Seelen, Werner,

[491]

Ulyanov, S.V.,

[268, 323]

Vukovich, George,

[586]

Ungering, Ansgar P.,

[893]

Vukovich, G.,

[886, 825]

[129, 638,

711, 743]

Tsai, D.-Y.,

[726]

Unold, O.,

[769]

Wade, Robert L.,

[405]

Tsang, K. M.,

[111, 1377]

Unver, O.,

[479]

Wagner, M.,

[969]

Tsao, George T.,

[949]

Urbieta Parrazales, R.,

[509]

Wagner, S.,

[1383]

Tsao, Ju-Ying,

[61]

Utaka, J.,

[852]

Wahab, Ashraf H Abdel, [511]

Tseng, S. S.,

[1397]

Utkin, Lev V.,

[1046]

Wakamatsu, Y.,

[1427]

30

Genetic algorithms with fuzzy systems

Wakami, N.,

[1096, 1479]

Watanabe, Keigo,

[1075]

Wu, Baolin,

[735]

Walker, Gregory W.,

[405, 426]

Watanabe, S.,

[638, 726, 743]

Wu, B.,

[757]

Walker, G.,

[403]

Watts, M. J.,

[538, 671]

Wu, Chen,

[435] [1261] [895]

Walsh, Paul,

[1392]

Wei, Chih-Hsiu,

[1332]

Wu, Hang-Chang,

Walters, M.,

[530]

Wei, Hu,

[754]

Wu, J. C.,

Wang, Aimin,

[990]

Wei, Wang,

[787]

Wang, B. H.,

[1272]

Weller, P.,

[666]

Wu, M.-D.,

[872]

Welstead, S.,

[857]

Wu, Ming-Da,

[70, 1230, 910]

Wen, Fushuan,

[635]

Wu, Wei,

[588]

Wen, J. Y.,

[524, 605]

Wu, Yan,

[789]

Wen, Jinyu,

[656]

Wu, Ying-Chiang,

[231]

Wertz, V.,

[375]

Wu, Y.-J.,

[97]

Westervelt, Robert T.,

[1181]

Wuwongse, V.,

[937]

White, B. A.,

[460, 481]

Xia, Q.,

[916]

White, Brian A.,

[1056]

Xianbin, Guan,

[707]

Xiaohong, Yang,

[1045]

Xiaohui, Zhanf,

[708]

Xiaohui, Zhang,

[707]

Xiaowei, Ma,

[787]

Xibilia, M. G.,

[1066]

Wang, Bo-Hyeun,

[369, 1139,

1409]

Wang, C. H.,

[1397]

Wang, Chi-Hsu,

[56]

Wang, Ching-Hung,

[710]

Wang, Chi-Yen,

[142]

Wang, Dayou,

[1353]

Wang, Dingwei,

[500, 521, 655]

Wang, Dongyun,

[564]

Wang, Feng-Sheng,

[949]

Wang, G. S.,

White, Charles R.,

[1279]

Whitfort, T.,

[377, 527]

Whorton, Mark S.,

[741]

[1306, 916,

1339, 461, 1037]

Wang, Guangsheng,

[774]

Wickersham, Paul,

[102]

Wang, Jeen-Shing,

[1365]

Wieland, F.,

[427]

Wu, Kun Hsiang,

Xie, Weixin, Wang, Jia,

[1335, 1343,

[902, 1313,

449, 541]

Wienholt, Willfried,

[1054]

Wierzbicki, D.,

[589]

Xinhai, Chen,

Wiggins, Ralphe,

[1055]

Xiong, Ning,

[1249, 899,

288, 907]

1384]

Wang, Jih-Chang, Wang, J.,

[47]

Wijesoma, W. Sardha,

[1211]

Xiong, N.,

[109, 357]

Xu, B. W.,

[433]

[284]

Xu, H. Y.,

[886, 825]

Williams, David J.,

[443]

Xue, H.,

[887]

Williams, Tom,

[898]

Yaacob, Sazali,

[85]

Wojcik, P.,

[968]

Yabazaki, Naoyoshi,

[1286]

Wolf, Thomas,

[200]

Yager, R. R.,

Wang, Ke-Jun,

[762, 794]

Wilamowski, B. M.,

[157]

Wang, Lisong,

[199, 1269]

Wilke, P.,

Wang, P. Y.,

[1306, 916,

1339, 461, 1037]

Wang, Pingyang,

[774]

Wang, P.,

[842]

Wang, Sheng-Fang,

[463, 591]

Wang, Wei,

[1167]

Wang, Xiao-Hui,

[428] [1353]

[1188, 52,

Yager, R.,

[915, 1475]

[96]

Yagi, S.,

[683]

[15, 891, 1258,

Yagyu, Tatsuo,

[1287]

Yale, Zhang,

[435]

Yam, Kim Fai,

[1480, 1481]

Yamada, K.,

[1100]

870, 119]

Wong, C.-C., Wong, Ching-Chang, 1105]

Wang, You-Chuang, Wang, Z. Y.,

[1352]

Wang, Zhang, Wang, Zhenyuan,

Wong, Kit Po,

[382]

Wong, S. V.,

[115]

[434, 1149,

1183] [786] [1335, 1343,

Wong, Suzannah Yin Wa,

[382]

Wong, Y. K.,

[510]

Woo, K. B.,

[1147]

Woo, K.-B.,

[245]

1384, 1167]

Wasiewicz, Piotr, Waszkiewicz, Cz.,

[1389] [589]

Woo, Kwang-Bang, Watada, J.,

[1098, 522]

[314, 1378,

941]

Wong, C. C.,

Wang, Xiaomei,

[1324, 677,

728]

[434, 1149,

1183]

[860]

859]

Yamada, Shin-ichi,

[1265, 1021,

372, 440, 849]

Yamada, S.-i.,

[540]

Yamada, S.,

[353]

Yamada, Shin-ichi,

[154]

Yamafuji, K.,

[268, 323]

[1255, 858,

Authors

31

Yamaguchi, Masashi,

[765]

Yiming, Zhang,

[707]

Zailin, Guan,

[394]

Yamaguchi, T.,

[1427]

Yin, J.,

[110]

Zailin, Ming Guan,

[365]

Yamamoto, Hiroyuki,

[218]

Yamamoto, Naohisa,

[169, 1086,

Yinzhen, Li,

[1013]

˙ Zak, Stanislaw H.,

[117]

Yokata, T.,

[1106]

Zaneldin, Essam,

[1058]

Yokoi, H.,

[1441]

Zang, Yuwen,

[1269]

Yokosawa, K.,

[1044]

Zbyszek, Drobisz,

[412]

221, 1091, 829, 1465]

Yamamura, Masayuki, Yamamura, M.,

[1154] [1109]

Yokota, Takao,

[1134, 1136,

Yamaoka, M.,

[453, 921]

Yamashiro, M.,

[319]

Yokota, T.,

[1104]

Yamaura, H.,

[697]

Yokoyama, S.,

[634]

Yan, H. P.,

[926]

Yoneda, Hajime,

[1024]

Yan, Hong,

[1381]

Yoo, Joong-Suk,

[866]

Yanda, Li, Yang, Hong-Tzer,

[386] [1262, 1333,

1035, 649]

725]

Zeigler, Bernard P.,

[171, 251,

379, 1126]

Yoon, Ho-Sub,

[756]

Yoon, Jae Young,

[525, 654, 714]

Yoshikawa, Tomohiro,

[48, 1242, 1284, 1299, 418, 1334, 464, 469]

Zeinsabatto, S.,

[936]

Zeng, Shuqing,

[201]

Zhang, Fei-zhou,

[64]

Zhang, Jianping,

[1317, 812]

Zhang, Lei,

[199, 1269]

Zhang, Liang-Jie,

[329]

Zhang, Liangjie,

[1023]

Yang, Hyun Seung,

[356]

Yang, Jiaping,

[303, 413, 920]

Yoshikawa, T.,

[215]

Zhang, Liming,

[296]

Yang, Jinn-Moon,

[1312]

Yoshino, Toshiki,

[1170]

Zhang, Yan-Qing,

[1350]

Yang, J.,

[138]

Yoshino, T.,

[1130]

Zhang, Yi,

[1118]

Yang, Miin-Shen,

[667]

Yoshio, Hitaka,

[1159]

Zhang, Y.,

[433]

Yang, Pai-Chuan,

[1262]

Yoshioka, Keisuke,

[903]

Zhang, Zibo,

[597, 709]

Yang, Wanhai,

[993]

Yoshizawa, Takeshi,

[851]

Zhao, Dongbiao,

[564]

Yang, Won Sik,

[94]

Youssef, H.,

Zhao, J.,

[375]

Yang, Xinxing,

[702]

Yang, Young-Kyu,

[756]

Yano, H.,

[952]

Yao, Susu,

[930, 1407,

967]

Yu, J. Z.,

[526]

Zhao, Q. F.,

[1117]

Yu, Jingzhe,

[531]

Zhao, Zhongxu,

[990]

[782]

Yu, Q. Z.,

[600]

Zhenya, He,

[432]

Yaonan, Wang,

[594]

Yu, Shixin,

Zhongyuan, Mao,

[311]

Yasuda, K.,

[1277]

Zhou, Gengui,

[1171]

Yauchi, Katsuhiro,

[1063, 76, 802]

Zhou, N.,

[110]

Yazgan, E.,

[1236]

Zhou, R. J.,

[605]

Zhou, Yi-Sheng,

[49, 286]

Zhu, J. Y.,

[861]

Zhu, Jianying,

[564]

Zhuang, H.,

[1123]

Ziegler, Bernard P.,

[327]

Zilouchian, A.,

[60]

Ye, Ju,

[181, 255]

ye, Ju,

[917]

Ye, Zhen,

[531]

Ye, Z.,

[526]

Yeh, Ming-Feng,

[911]

Yeh, Z. M.,

[1133]

Yeh, Zong-Mu,

[1182]

Yen, G. G.,

[80]

Yen, Gary G.,

[65]

Yen, John,

[380, 1311]

Yeo, K. W.,

[153]

Yeo, W. L.,

[153]

Yi, J. K.,

[926]

Yi, Zhang,

[436]

[997, 116,

1005]

Yu, Xinghuo,

[735]

Yuan, Bo,

[1288]

Yuan, Yufei,

[787]

Yuan, Y.,

[1123]

Yuanbin, Hou,

[938]

Yue, K. W.,

[1211]

Yue-Jin, Tang,

[617]

Yukita, K.,

[289, 1028]

Yulin, Ma,

[787]

Yuncheng, Jing,

[950]

Yurchenko, Yuri S.,

[1412]

Yusof, Rubiyah,

[783]

Zinchenko, Lyudmila A., [1202] Zizka, J.,

[376, 465]

Zuben, F. J. Von,

[746] [385]

Yusof, R.,

[417, 579]

Zupancic, B.,

Zacharias, G.,

[336]

Zwir, Igor,

[1081]

Zadeh, Lotfi A.,

[664]

Zyl, Jacobus van,

[1083]

Zadeh, N. N., 348, 1336, 598]

[332, 333,

total 1466 articles by 2260 different authors

32

Genetic algorithms with fuzzy systems

4.7

Subject index

All subject keywords of the papers given by the editor of this bibliography are shown next.

0-1 programming,

[1121, 1380, 1152, 952, 658, 659, 1159, 675, 719, 727]

0-1 programming fuzzy,

[715]

acoustics underwater, Acrobot,

[1422, 991] [555, 610]

fitness landscape,

[408]

fuzzy logic,

fuzzy,

[1302]

fuzzy logic and GA, [497, 628]

mutation,

[78]

fuzzy systems,

[987]

mutation rate,

[1409]

special,

[987]

noise,

[327]

scheme theory,

[1212]

biology metabolism, biophysics,

ant systems

[292, 1291]

[350, 380] [1311]

bioprocess acupuncture,

[1269]

adaptive GA, fuzzy,

agents,

[1308, 440]

[956]

[916, 466]

military,

[748]

breeding

in electronics,

[1272]

CAD,

industrial,

[759, 1213]

controllers,

[167]

[1225]

preliminary design,

[271]

[390]

shape design,

[413]

applications [102]

[860]

[1190] [817, 820,

1000] [933, 752, 766] [101]

aggriculture greenhouse,

[1066]

greenhouse control, [690] sprayer,

[44]

vehicles,

[752]

AI,

[121] [1055, 184]

ARTMAP,

planning,

[883]

[906, 337]

[1210] [832, 913]

cancer brea,

[55] [773, 869,

100, 133, 134] [1027, 1442]

diagnosis,

[133]

cardiology,

[129]

assembly-line balancing, [321]

case-based reasoning,

[1145]

associative memory

CDMA,

[1208]

[887]

channel assignement,

[536]

[1164]

chaos,

[1427]

astronomy, imaging,

[1200]

astronomy?,

[1120]

automatic design,

control, chaotic systems, control,

[1025] [841, 879] [1244]

[1468]

chemical process,

[646]

chemistry,

[1466, 979]

automation [134]

guided vehicles,

[980]

geo-,

[444]

[342, 351]

process,

[914, 651]

classificaition

[908, 1403,

diploidy,

[1443]

AVR,

diversity,

[908]

bibliography

[444]

engineering,

[1209]

fuzzy,

analytical,

[176]

[1160]

1435]

breeder GA,

breast,

autopilot crossover,

[949]

assembly line balancing, [922]

autonomous agents, convergence,

[124]

autonomous

analysing GA

biotechnology,

multi parent,

assembly

classification,

allocation manpower,

artificial intelligence,

fuzzy,

agriculture

weed detection,

architecture,

decisions,

coordination,

rules,

[552]

manufacturing,

57]

fuzzy,

modeling, [371]

[1370, 1065,

autonomous,

[578]

industrial,

aerospace rendezvous,

fermentation,

[447]

aerodynamics flow control,

[142]

application

adaption fuzzy,

FPGA,

[572] [581, 617]

fuzzy, classification,

[667]

[829, 1465, 302, 467, 488, 573, 1040, 1178, 792, 1076, 134]

Subject index

33

classification

variable length,

cancer,

[100]

clustering,

[114]

[313]

variable length genomes, coevolution,

[359]

[11, 1063, 62,

autopilot,

[572]

brake,

[781]

cart centering,

[1090]

76, 128, 133]

colors, feature,

cart-pole,

[190]

fuzzy,

[55]

learning,

[1117]

[1198, 1200]

fuzzy,

[199, 1086, 218, 1091, 278, 1111, 1116, 1123, 515, 622, 1156, 1437, 1062, 79, 870, 109, 129, 131, 137]

neural networks,

[1423]

nuclear waste,

[1041]

pattern,

[953]

patterns,

[374]

remote sensing, rules,

classifier systems,

color [1372]

colors

docking a truck,

[1055]

[1235]

force,

[338]

fuzzy approach,

[272]

frequency,

[1221, 1223]

[812]

fuzzy logic,

[957, 705]

fuzzy,

[1153]

fuzzy sets,

[1318]

in control,

[897]

[288, 523, 88] [985, 807,

comparison,

integer programming, metaheuristics,

[720]

[720]

mutation,

[1375]

neural networks,

[705]

[1000]

simulated annealing, [1407, 1057] tabu search,

[1407]

[984, 457]

compression [1437]

fuzzy,

[349]

fuzzy,

[1089, 534, 1381, 1188, 1196, 1072, 92, 116]

pattern, clustering,

[691] [1301, 1430,

computer graphics redering, computer graphics?,

[320] [1264]

1191]

computer science c-means,

[1414]

clustering,

[685]

real-time systems,

[1371]

computers fuzzy,

[1231, 884, 1249, 297, 308, 1099, 1288, 1293, 381, 391, 423, 1332, 1137, 1141, 549, 560, 1374, 932, 584, 1382, 1385, 631, 1414, 701, 718, 734, 964, 782, 11]

PC configuration, control,

[1327]

[1455, 1467, 842, 855, 806, 838, 839, 979, 848, 1235, 1340, 563, 660, 770, 1202, 81, 130]

image compression, [734] control spatial,

[1181]

[1197]

adaptive,

[205, 210, 1241, 1244, 242, 1287, 417, 427, 429, 682, 703]

co-evolution cooperative,

[978, 830, 831, 842, 843, 1472, 859, 826, 840, 841, 845, 849, 856, 860, 148, 881, 165, 171, 1233, 176, 180, 182, 183, 184, 187, 197, 200, 888, 210, 1241, 1244, 222, 223, 1250, 225, 226, 227, 228, 234, 236, 237, 241, 245, 248, 249, 1090, 895, 251, 254, 256, 261, 265, 266, 267, 269, 1252, 277, 281, 282, 287, 289, 1257, 1258, 290, 291, 1096, 900, 901, 299, 306, 903, 1267, 307, 312, 317, 905, 1284, 322, 323, 1286, 325, 327, 330, 332, 1299, 335, 336, 338, 339, 343, 345, 361, 363, 365, 371, 372, 1314, 383, 385, 392, 394, 1323, 401, 403, 405, 1325, 1328, 414, 417, 418, 420, 425, 426, 427, 429, 1334, 437, 1336, 440, 446, 450, 452, 455, 460, 464, 465, 1133, 469, 470, 475, 481, 484, 1351, 1138, 493, 517, 926, 1365, 530, 535, 537, 543, 928, 550, 556, 564, 566, 569, 580, 583, 586, 589, 590, 938, 598, 605, 608, 609, 940, 1163, 629, 630, 632, 635, 643, 645, 654, 657, 954, 670, 1419, 679, 683, 684, 1425, 690, 693, 695, 699, 703, 704, 708, 714, 722, 739, 741, 749, 750, 751, 753, 761, 764, 784, 786, 17, 18, 26, 31, 32, 37, 39, 40, 44, 1067, 50, 52, 53, 71, 64, 67, 72, 85, 95, 1217, 102, 108, 110, 120, 874, 48]

fuzzy PID,

[145]

fuzzy systems,

[942]

greenhouse,

[1066]

helicopter,

[1047]

inverted pendulum,

[1186]

accelerator, unsupervised,

[31] [631]

[854, 155, 185, 1089, 259, 268, 904, 352, 1115, 1347, 673, 792, 43]

biological data,

cooling,

[143]

DC-motor,

classification,

fuzzy,

classifiers,

[980]

comparison to classical,

recipes,

246, 302, 342]

agents,

chemical reaction,

[190]

classifier fuzzy,

[1008, 206, 1252, 335, 361, 443, 544]

[196, 895, 897, 317, 1365, 670, 119]

liquid level,

[414]

magnetic learning,

[51]

[1076]

adaptive force,

[1133]

MINO,

[143]

adative,

[679]

mobile robot,

[1255]

aircraft,

[307]

mobile robots,

[1424]

airplane,

[110]

modelling,

[1348]

motor,

[226, 316, 583]

non-linear,

[460]

coding expert systems,

[1319]

fuzzy,

[875]

interval,

[558, 611]

autonomous systems,

[270]

real,

[882, 908, 334, 370, 381, 1029, 1419, 1074]

autonomous vehicle, [752]

34

Genetic algorithms with fuzzy systems

nonlinear,

[551]

pH,

[836, 1185,

controllers, autopilot,

[331]

data analysis,

[1447]

[1056]

data mining,

[29]

224, 340, 107]

fuzzy,

PI,

[832, 833, 828, 835, 1466, 1467, 1456, 1462, 1185, 839, 153, 156, 167, 173, 186, 189, 191, 196, 198, 201, 1084, 205, 224, 341, 891, 231, 235, 247, 897, 1251, 282, 286, 293, 298, 304, 1273, 315, 316, 1280, 1289, 328, 333, 340, 344, 348, 1303, 352, 353, 354, 355, 357, 358, 1307, 369, 911, 376, 379, 389, 396, 399, 400, 1324, 406, 1119, 439, 1126, 1342, 1129, 1345, 468, 473, 474, 1348, 486, 496, 499, 1360, 510, 513, 522, 524, 525, 531, 532, 540, 541, 1368, 547, 551, 553, 555, 565, 1377, 571, 576, 582, 1383, 1387, 610, 621, 942, 623, 625, 627, 1398, 639, 640, 641, 642, 644, 1409, 656, 668, 672, 674, 955, 1161, 1416, 677, 681, 682, 1165, 1428, 731, 735, 744, 1439, 1176, 754, 772, 780, 783, 787, 788, 1182, 797, 13, 16, 19, 1060, 1195, 49, 1069, 1070, 61, 69, 70, 73, 74, 83, 96, 1215, 97, 99, 113, 117, 123, 132, 142, 143]

[429]

PID,

[259, 1139,

583]

pollution,

[558]

power,

[689]

power system,

[581, 617]

process,

[836, 837,

222, 240]

refrigerator,

[1112, 1157]

robot,

[1342, 530, 547, 555, 610, 1075, 135]

robot manipulators, [703] robotics,

[348]

robots,

[1015] [108]

fuzzy-PID,

[1341]

rule based,

[1334]

multidimensional,

[1144]

shading,

[95]

neural,

[1022]

SISO,

[189]

PD,

[254]

spacecraft,

[506]

PI,

robust,

[399, 420, 635, 1052, 788, 74, 97]

speed,

PID,

traffic,

truck backing, vehicle,

[842, 856, 328, 369, 1341, 513, 621, 623, 1036, 627, 962, 1174, 69, 91, 113, 132]

[1379, 867]

[345]

databases clusters,

[29]

documents,

[1275]

queries,

[1275, 362]

summaries,

[892]

datamining,

[86]

decision,

[1238]

decision making,

[158, 1234,

1121, 1152, 1063]

fuzzy,

[1140]

decision tree fuzzy, decision trees,

[101] [253, 448,

1200]

binary,

[1440]

fuzzy,

[378, 124, 131]

decisions diagnostics,

[128]

fuzzy,

[124]

design,

[1264]

[379, 556]

rough,

[1330]

fuzzy,

[585]

sliding mode,

[1143]

shape,

[303]

[657, 1425,

784, 39]

traffic lights,

[745]

[316, 484]

system identification, temperature,

rule discovery, data mining?,

[184]

tuning,

[1303, 1330,

91] [183, 1090] [272, 1314,

446]

vehicle guidance,

[1470]

vehicles,

[1050]

vibration,

[741, 118]

vibrations,

[262]

walking,

[1424, 1048]

x-y-table,

[164]

control systems,

[847, 976, 818]

control vehicles,

[27]

fuzzy,

[164, 1239, 311, 1313, 387, 1118, 436, 442, 443, 476, 477, 508, 514, 1363, 544, 1143, 579, 581, 936, 1146, 599, 617, 1400, 956, 700, 60, 107]

[424, 90]

breast cancer,

[1076]

twin rotor,

[145]

cancer,

[523, 1452]

controllers 7fuzzy,

[1401]

failure,

[1128, 1169]

fault,

[914, 947]

fuzzy,

[1376, 653, 59]

medical,

[46, 80]

crossover,

[882, 908,

1029]

fuzzy logic controlled,

[461]

heuristic,

[370]

multi parent,

[1210]

permutations,

[1178]

myocardial heart disease,

cultural algorithm fuzzy,

transformer fault,

[1035]

differential equations,

[1202]

differential evolution, [945]

force,

[1133]

robotic,

[1240]

reconfiguration,

reconfiguration, Taguchi,

[490]

image processing,

[134]

traffic signal,

[695]

imaging,

[100]

[1329, 1439, [1315]

distribution net

distribution networks,

cytology

[743]

103, 122, 140]

15 test functions,

cutting

controller

diagnosis,

diversity, 370, 1029]

[1306] [219, 264, 395] [965] [882, 908,

Subject index

35

document retrieval fuzzy, dynamical systems, non-linear,

codesign,

ECG,

[755]

solar,

[95]

engineering aerospace,

[830, 831, 860, 191, 1239, 269, 271, 900, 307, 331, 336, 379, 403, 405, 426, 506, 537, 572, 1404, 645, 741, 1047, 1056, 60, 64, 1004, 102, 110]

[785]

ecology remote sensing,

[661]

energy

[800] [1402]

P wave,

hierarchical,

[1202]

[144]

ergonomi information,

encoding

[1254]

ECAD,

[585]

[673]

ergonomics,

[416, 421]

ESP,

[58]

esthetics KANSEI,

[1225]

evidence theory,

[273]

evolution differential,

[1329]

evolution strategies,

[880, 881,

bio-,

[578, 949]

chemical,

[980]

fuzzy,

[1445]

business forecasting, [745]

chemistry,

[914]

neural networks,

[1054]

exchange markets,

[557]

civil,

finance,

[1294]

economic dispatch,

[916, 774]

economics

[303, 1274, 1277, 905, 95, 1225, 871]

control, financial decision making, financial markets,

239, 503, 1361]

evolution strategies?,

[491]

evolvable hardware,

[1446, 1453]

[206]

expert systems,

[163]

environmental,

[1415]

fuzzy,

[569]

machining,

[1133]

material,

[723]

mechanical,

[459, 589, 733]

nuclear,

[371]

[879]

fuzzy,

[257, 1251, 306, 1102, 1319, 444, 65, 66, 80, 90]

financial modelling, [384] financial prediction, [1421] forecasting, insurance, interest rate,

[1480, 1481,

825, 220, 14, 59]

[1391] [38] [592]

power,

[855, 852, 212, 219, 244, 264, 276, 289, 1262, 1292, 1109, 1306, 371, 382, 913, 395, 402, 1333, 916, 1028, 483, 489, 504, 525, 563, 581, 1035, 597, 600, 605, 608, 614, 617, 621, 623, 1036, 947, 626, 1037, 1154, 632, 948, 635, 649, 1410, 654, 656, 1413, 668, 674, 1041, 689, 705, 714, 751, 753, 965, 966, 774, 1049, 1052, 786, 989, 992, 24, 994, 36, 37, 995, 40, 998, 999, 1069, 71, 1001, 66, 1002, 67, 93, 94, 1004, 1221, 1223]

international trade, [799] market forecasting,

[480]

marketing,

[1065]

modeling,

[857, 1270]

project,

[1277]

purchase,

[24]

risk management,

[915]

medical,

[1269]

feature analysis,

[1178]

feature selection,

[805, 573,

1196, 997, 79, 116]

fuzzy,

[1438, 58, 84]

features,

[804]

FEM,

[93, 1225]

fermentation,

[874]

fermentor,

[764]

filters,

[54]

active,

[244]

adaptive,

[35]

fuzzy,

[204]

multilayer,

[1187]

phase-locked loops,

[1088]

recursive,

[1412]

process, sales forecasting,

[82]

stock investment,

[910]

timeseries, trading,

[424, 528, 552, 567, 578, 579, 651, 1161, 683, 764, 874]

radio,

[1009, 536]

software,

[652]

[813] [1053, 294,

structural,

971]

[262, 1024, 413, 502, 593, 741, 1044, 862, 50]

edge detection,

[138]

electric machines,

[913]

transportation,

[896]

vehicles,

[895]

electrical machines enginerring drives,

[966]

power, electromagnetics,

[750]

[28]

electronics turbofan,

[1004]

[568, 612]

environment NiCd batteries,

[415]

pollution, embedded systems

fuzzy,

[821, 913, 521]

interactive,

[1114]

partial,

[1130, 1170]

fitness landscape NK,

engines industrial,

fitness

1039]

[1057]

floorplanning,

[930]

FMS,

[68, 104]

control,

[787]

tool selection,

[112]

[1305, 1033,

36

Genetic algorithms with fuzzy systems

food storage,

[1274]

forecasting

reasoning,

[638, 711, 726]

squared,

[266]

traffic signal,

[633] [1458]

load,

[649]

tutorial,

sales,

[82]

fuzzy modeling,

[416, 937,

648, 687]

FPGA Xilinx Spartan II SP200,

[1158, 33]

fussy systems rule based, fuzzu logic, fuzzy ,

fuzzy programming,

[943, 727]

fuzzy reasoning, [740]

image compression, [534] FuGeNeSys,

[215]

fuzzy systems

[145]

fractals fuzzy,

fuzzy modelling,

[1359] [1025] [606]

[166, 904, 30,

1073, 869, 139]

fuzzy relational equations,

[188]

fuzzy rules,

[824, 855, 806, 1468, 150, 157, 158, 217, 243, 263, 331, 360, 1352, 509, 559, 561, 567, 1393, 52, 870, 114]

fuzzy rules control,

[225]

fuzzy sets,

fuzzy rules,

[467]

fuzzy classification,

[169, 527]

fuzzy clusters,

[29]

fuzzy control,

[232]

fuel,

[60]

fuzzy controllers tuning, fuzzy data,

[1176] [803] [22]

fuzzy GA,

[250, 588]

fuzzy inference,

[170, 190]

fuzzy logic,

[804, 805, 834, 847, 983, 1455, 835, 1471, 1475, 1479, 1460, 829, 838, 979, 846, 853, 177, 178, 183, 1234, 193, 199, 214, 890, 229, 897, 271, 1093, 1252, 1255, 1256, 1259, 295, 324, 350, 351, 1306, 377, 384, 915, 409, 410, 919, 482, 489, 1354, 518, 528, 1366, 542, 608, 947, 626, 634, 636, 637, 652, 669, 957, 697, 712, 732, 962, 1175, 968, 25, 864, 865, 78, 91, 93, 130]

fuzzy logic [402]

control,

[860, 171,

227, 234, 256, 901, 903]

controllers,

[168, 201]

fine tuning,

[483]

learning,

[458]

pattern recognition, [138] production rules,

[850, 808, 809, 813, 814, 815, 822, 823, 1465, 1474, 857, 881, 1231, 174, 1233, 187, 886, 1084, 212, 218, 219, 1087, 236, 246, 1090, 253, 896, 260, 262, 264, 273, 276, 280, 285, 906, 395, 495, 1370, 1183]

[294]

belief,

[1384]

bibliography,

[987]

classification,

[368, 140]

classifier,

[185]

classifiers,

[877, 144]

clustering,

[884, 297,

1293, 68, 104]

constraint satisfaction,

[716]

context free-languages,

[1309]

control,

[859, 210, 220, 270, 942, 1429, 1056]

data analysis,

[1263]

data fusion,

[41]

decision making,

[949]

decision tree,

[471]

design,

[211, 603]

diagnosis,

[613]

economics,

[163]

fuzzy sets classification,

[1086]

clustering,

[982, 192, 203]

control,

[848]

memebership functions, fuzzy systems,

fuzzy entropy,

contraints,

767, 965, 1178, 769, 771, 773, 774, 775, 776, 778, 779, 969, 789, 790, 793, 1452, 971, 1184, 799, 801, 802, 12, 15, 21, 1190, 1192, 23, 24, 862, 27, 1194, 1063, 36, 1064, 47, 1068, 1071, 62, 1074, 76, 77, 867, 868, 1075, 1076, 1210, 1077, 1079, 100, 106, 1081, 111, 873, 112, 115, 1221, 1222, 1082, 1223, 119, 125, 128, 133, 136, 1083]

[249]

[984, 985, 851, 986, 858, 878, 807, 972, 810, 811, 812, 974, 817, 976, 818, 819, 820, 825, 844, 1469, 1470, 981, 852, 1476, 854, 147, 152, 155, 159, 160, 161, 162, 882, 172, 175, 1232, 179, 181, 883, 202, 1237, 207, 209, 213, 889, 1245, 1247, 228, 230, 233, 242, 244, 258, 1094, 274, 275, 1095, 300, 1266, 305, 902, 1268, 1269, 309, 310, 1271, 1275, 1100, 1101, 1103, 318, 319, 320, 1281, 1283, 321, 1285, 1106, 1298, 334, 1108, 347, 910, 1305, 354, 356, 362, 364, 366, 367, 370, 373, 374, 1317, 388, 1320, 393, 1321, 1322, 914, 404, 408, 1327, 1121, 411, 412, 420, 421, 422, 424, 427, 428, 430, 431, 433, 434, 435, 438, 1125, 1337, 448, 453, 454, 456, 457, 462, 1343, 921, 472, 922, 1136, 479, 480, 490, 923, 492, 498, 500, 1356, 507, 1357, 925, 512, 519, 520, 526, 1367, 545, 546, 548, 549, 557, 558, 563, 568, 570, 577, 578, 1380, 1145, 591, 1147, 593, 594, 1148, 1149, 939, 600, 602, 607, 611, 612, 614, 941, 616, 620, 1390, 1152, 944, 730, 948, 1155, 1405, 1156, 950, 951, 647, 649, 952, 651, 658, 659, 661, 662, 666, 1159, 675, 1160, 676, 1417, 678, 958, 959, 685, 688, 694, 696, 1167, 706, 709, 710, 719, 720, 721, 1169, 723, 724, 1433, 728, 1171, 1172, 729, 731, 733, 738, 740, 742, 745, 756, 758, 759, 760,

finite state machine, [134] genetic programming,

[736]

hybrid,

[1477, 86, 875]

identification,

[1265]

image analysis,

[880]

inference,

[195]

information fusion,

[488]

interval,

[562]

learning,

[151, 33]

linguistic approximation, measures,

[1335]

member functions,

[486]

membership functions, modeling,

[663]

[39] [1242, 1296,

1107, 359, 597]

networks,

[1304]

neural networks,

[1158, 961, 31]

parameter discovery, [1177] phase locked loops,

[885]

planning,

[977]

Subject index

reasoning,

37

[390]

Arabic,

compression,

[478]

[1247, 349,

534, 734, 30]

regression,

[485, 737]

review,

[898]

hardware,

[1375]

enhancement, rule based,

[291, 1388,

evolvable,

[850, 1474,

1038]

[1441, 1450]

feature extraction,

[423, 482]

feature selection,

[1444]

[100]

filters,

[20]

HVDC,

[525, 654, 714]

fuzzy,

[501]

hybrid,

[1012, 789]

image registration,

[1224]

evolution strategies, [474, 1348]

Iris data,

[1086]

fuzzy,

medical,

[260]

HDGA,

[379, 1126]

1408, 673, 141]

histology rule-based,

[1151, 38]

rules,

[154, 194, 279]

scheduling,

[1436]

SOM,

[1059]

time series,

[757]

time-series,

[1150]

multi-spectral,

[1198]

tolerancing,

[45]

fuzzy control,

[149]

noise cancellation,

[747]

tutorial,

[935]

fuzzy entropy,

[126]

pattern recognition,

cancer,

fuzzy systems?,

[516, 691]

FuzzyART,

[931]

FuzzyCoCo,

[869, 128]

games checkers, fuzzy,

[1193] [1230]

[1084, 216, 326, 908, 1297, 407, 930, 592, 875]

fuzzy logic,

[973, 205, 240, 252, 380, 441, 1339, 461, 927, 536, 665, 717, 762, 770, 774, 794, 34, 42, 64, 103, 122]

registration,

[366]

remote sensing,

[748]

fuzzy sets,

[382]

satellite,

[997, 116, 138]

fuzzy system,

[969]

satellite imaging /superspectral, [1005]

fuzzy systems,

[506, 529,

Garel,

[188]

GANNFL,

GBFNN,

[511]

gradient based method,

gearbox,

[45]

hill-climbing,

generators, superconductivity, genetic algorithms,

[1468] [753] [40]

967, 105, 118]

[1463, 1478, 294, 1389, 1392, 663, 736, 778]

segmentation,

[356, 1040, 685, 1451, 990, 873, 121, 126, 1006, 140]

[410]

smoothing,

[324]

texture,

[285]

logic programming, [1206]

thresholding,

[22]

neural netoworks,

[794]

video,

[1096]

neural network,

[1278, 427]

[260]

[1304, 507]

image processing?,

[1322]

neural networks,

image registration,

[260]

quasi-Newton,

imageprocessing

[1227, 205, 252, 1102, 326, 379, 407, 1126, 665, 717, 748, 759, 762, 34, 81, 144]

[628]

genetic programming,

[1023]

control rules,

[355]

simulated annealing, [382, 720]

controllers /fuzzy,

[346]

softcomputing,

fuzzy logic,

[238]

[86]

3D,

[1224]

noise removal,

[1278]

[54]

imaging IR,

hybris fuzzy,

genetics

[1135]

[872]

[410]

2880bits,

reconstruction,

fuzzy model,

GANNFL,

gene size

[407, 478,

1396]

[748]

medical,

[711, 129,

1006]

[360]

hydrid,

[626]

multispectral,

[144]

[1009, 175]

identification,

[1319]

sonar,

[366]

[804]

IKONOS,

[144]

thermal,

[748]

GER,

[1068]

image analysis,

[803]

ultrasonic,

[711]

GOV,

[581, 617]

image processing,

ultrasound,

[873]

GPS,

[44]

bacterial, geophysics, oceans,

gradient descent, group technology,

[1473, 809, 812, 1087, 1295, 374, 438, 588, 139] [1137]

astronomy,

[1200]

fuzzy,

[789]

[866]

implant

[68, 104]

color, handwriting

immune systems

analysis,

932]

[1276, 1300,

FEM,

[1226]

38

Genetic algorithms with fuzzy systems

implementation C++,

languages [876]

hardware,

[1019, 548,

context-free,

[1309]

natural,

[769]

[876]

regular,

[1312]

optical,

[158, 1204]

PVM,

[1392]

TMS320C30 DSP,

[225]

layout design,

induction,

[1083]

inference,

[858, 1220]

fuzzy,

[314, 71, 94]

information retrieval,

[1370]

infrared imaging,

[748]

initial population,

[1189]

integer programmin 0-1,

[1367, 606]

integer programming,

[1172, 729]

fuzzy mixed integer, [1098] interactive GA,

[1114]

interference filters design,

[1187]

[1017, 967]

[909] [1480, 1481,

1136]

inverse dynamics,

[861]

inverse problems,

[958] [105]

inverted pendulum

tracking,

[1010]

turning, maintenance,

[1058]

predictive,

[65]

management, [1033] [1403]

project,

[1431] [1028, 635]

assembly,

[922, 106]

load prediction,

[36]

CIM,

[1030]

CNC,

[761]

logic fuzzy inference,

[1399]

cold mill,

[1440]

inference,

[295]

control,

[598]

[1237]

cutting,

[115]

flexible,

[68, 104]

FMS,

[112]

milling,

[1045, 97]

NC machines,

[888]

scheduling,

[479]

sintering,

[1061]

textile,

[43]

tolerances,

[996, 45]

transportation problem,

[620]

[1480, 1481, 150, 881, 883, 184, 188, 1250, 259, 1093, 275, 296, 1269, 1273, 339, 354, 364, 376, 396, 914, 1117, 432, 1138, 509, 530, 566, 596, 1386, 640, 641, 651, 693, 1173, 744, 1179, 780, 789, 16, 1190, 23, 86, 1078, 133, 1083]

machine learning agents,

[1000]

Markov models,

classification,

[467]

mathematics

jet engines,

[60]

control,

[256, 901, 452]

job shop scheduling,

[161, 207]

fuzzy,

knapsack,

[767]

fuzzy,

[575] [527]

knowledge base fuzzy,

[1397]

knowledge-based systems,

[428]

regression,

[969]

[412]

mechanical engineering, [45] medical imaging,

[1040, 1451,

990]

fuzzy rules,

[283]

angiography,

[125]

fuzzy sets,

[1460]

histology,

[134]

games,

[1230]

MR,

[125]

reinforced,

[1109]

medicine

reinforcement,

[1400]

anaesthesia,

[387]

rule based,

[517]

brains,

[260]

rule-based,

[43]

cancer,

[377, 941,

1192, 868]

fuzzy,

[1464, 217, 1253, 899, 1260, 907, 1301, 1326, 1127, 458, 1342, 1358, 573, 686, 33, 51, 57, 75]

[924]

knowledge based systems,

[247]

load frequency control,

autonomous vehicle, [752]

knowledge aquisition,

[1277]

manufacturing

[392]

triple,

[666]

manipulator control,

linear prograaming fuzzy,

[128, 129]

man-machine interface, [673]

[78]

limnology

linear algebra,

[1128] [1333]

mammography,

pollution,

[1133]

fault diagnosis,

lighting spectrum,

[419]

[1132]

machine learning,

intervals,

kinematics,

layout planning,

logistics,

interpolation fuzzy,

facility,

[1007]

machining,

1446, 1453]

Java,

SLAM,

[523, 1452,

55, 1076, 128]

laminates,

[593]

land mines,

[748]

temporal,

[1016]

cardiology, machine vision

726, 743]

[638, 711,

Subject index

dentisry,

39

[34]

diagnosis,

[638, 711,

deterministic,

[1130]

radial basis function, [288]

variable rate,

[499]

RBF,

[646]

review,

[898]

726, 773, 128]

navigation diagnostics,

[869]

dianostics,

[1269]

learning,

[1362]

MR-imaging,

orthopedy,

[1226]

prosthese,

[1441] [755]

[554]

[948]

metrology

[562]

mobile robot,

[229, 1048]

mobile robots,

[1459, 859] [988]

obstacle avoidance,

[217]

modeling fuzzy,

[1311, 494]

metabolics,

[1311]

modelling [1131] [695]

motion control [1419]

induction,

[432, 1350,

[1317]

backpropagation,

[1310] [1087]

classification, classifier,

[527, 711,

[1003]

control,

[251, 304, 396, 1138, 543, 550, 580, 690, 1042, 1050, 874, 136]

design,

[1130, 1423,

1170, 13]

fuzzy,

[1461, 1482, 1227, 816, 251, 1097, 329, 338, 1113, 1310, 386, 449, 1340, 478, 491, 501, 504, 505, 511, 538, 552, 587, 601, 604, 624, 946, 646, 660, 671, 1416, 689, 699, 702, 707, 746, 747, 751, 783, 785, 14, 20, 28, 1061, 35, 46, 54, 56, 65, 1073, 82, 84, 94, 1216, 1222, 121, 127]

fuzzy logic, fuzzy rules,

tutorial,

[1458]

weights,

[82]

neural networks 7fuzzy, [81] niching, nonlinear

[1197]

integer

nonlinear programming, [801] fuzzy,

adaptive,

[489, 674, 71]

classification,

[1041]

optics design,

[1187]

spectroscopy,

[78]

optimisation multi-objective,

[967, 1056,

1057]

multiobjective,

[1210]

Pareto,

[1056, 141]

optimization,

[1457, 972,

887, 1203]

0-1,

[1026]

adaptive,

[1021]

by differential evolution,

[1315,

1329]

constrained,

[280, 1360, 19]

derivation free,

[1364]

[284, 89] [301, 698] [1477, 1014,

86] [20]

distribution network,

[276]

expert systems,

[1102]

fuzzy,

[943]

fuzzy systems,

[899, 907, 990]

learning,

[386, 1117, 56]

multi-modal,

[484, 631]

optimization,

[1113, 1023]

multi-objective,

[1286, 74]

perceptrons,

[445, 963]

[255, 676]

prediction,

[1421]

[970]

quantum,

[1032]

[197, 200,

1085] [1197]

[460, 495, 545, 611, 1393, 633, 866, 79]

multiobjective, mutation,

[655]

nuclear waste

Kohonen,

[1214]

programming,

[1134]

nuclear power,

analysis,

image processing,

motors DC,

[135]

[809, 974, 976, 818, 819, 1469, 853, 1478, 223, 1245, 262, 1259, 1274, 377, 1312, 410, 520, 1413, 954, 1420, 77, 867, 1079, 1080, 1219, 133]

hybrid,

motion planning robot,

[1140]

1043]

[1287]

control,

[151, 907, 329, 1310, 1317, 445, 717]

neural networks,

cellular, [939, 948]

mixed integer programming,

training,

[64]

neural networks

metering

precision,

[1097, 1022]

755, 765, 135]

[350, 380]

MOGA,

[1122, 80, 144]

structure,

fuzzy,

[100]

metaGA

fuzzy,

SOM,

control,

metabolic modeling,

micro.machines,

[1283]

neural network

[1022, 396]

power,

self-organizing map, [397]

robot,

negotiation,

messy GA,

power,

[1007]

inertial,

medine

fuzzy,

mobile robot,

navigation systems [1040, 125]

oncology,

[416]

[880]

neurology,

signal processing,

helmsman,

rule extraction.classification /rule based, [680]

[305, 1290, 1297, 1338, 502, 1033, 562, 1380, 620, 636, 952, 658, 659, 662, 675, 712, 719, 723, 729]

40

Genetic algorithms with fuzzy systems

nonnumeric,

Petri nets

[1331]

Pareto,

[502, 648,

pumping,

colored,

[1030]

quadratic programming, [521]

fuzzy,

[596]

quality control,

[1467, 1185]

quantum computing

662, 675, 957]

Paragen II,

[1392]

pH, parallel GA,

[845, 1292, 1021, 379, 400, 1332, 1126, 578, 644, 955, 1420, 1423]

parallel GA island,

[487]

parallel GA?,

[1344]

adaptive,

[1021]

control,

[490]

fuzzy control,

[781]

PASS,

[769]

[878, 279, 516, 637, 681, 18, 53]

path planning,

[1459, 713,

787, 1075]

vehicles, pattern matching,

[1139, 1174]

pipelines,

[93]

planning,

[817]

fuzzy,

[975]

motion,

[1298]

trajectory,

[272]

[1034]

water,

[1305]

polyploidy,

60,

[860]

adaptive,

[122]

character,

[637]

classification,

[746]

defects,

[1440]

[141] [313, 669,

743, 763, 970, 871]

recombination, fuzzy,

[906] [337]

regression fuzzy,

[412, 1406] [1104, 1106,

1134, 1136]

fuzzy,

[725] [812, 1423,

997]

classification,

[144]

image processing,

[138]

rendezvous spaceship, review,

populations

[860] [1011, 1201]

2,

[1207]

analysing GA,

portfolio,

[971]

applications,

[1454] [1395, 1418,

1213]

power nuclear,

[1178] [146, 1353,

1381, 1396]

power electronics,

ATM

[1200]

stabilization, [1180]

network

education,

[966]

management,

[1448]

[668, 94]

[1279]

evolutionary algorithms,

power systems

hand-written characters,

[1009]

fuzzy,

remote sensing,

[457, 139]

[1032]

[1020]

approximative,

[872]

[1468]

[1218]

remote sensing,

reliability,

monitoring,

[1061]

[809]

reasoning,

10,

cellular automata,

galaxies,

[597, 709]

population size

[407, 1350, 953, 1164, 687, 1192, 1003, 133]

fuzzy,

plasma,

[1314]

pattern recognition,

features,

[1181]

pollution

[883]

patent,

radar,

particle,

fuzzy,

parsers natural language,

neural networks,

physics

PID

parameters

[683]

[750]

prediction

[1369]

fuzzy control,

[63]

fuzzy logic,

[497, 664]

industrial application in Japan,

handwritten,

[1381]

multi-spectral,

[1198]

principle component analysis,

neural networks,

[1180]

probabilistic reasoning, [539]

neuro-fuzzy rule generation,

speech,

[35]

process control,

soft computing,

star,

[1120]

PBGA,

[360]

penalty function fuzzy,

fuzzy,

[502]

production planning, fuzzy,

[445]

performance estimation, [159]

[463, 1426]

[836, 837]

[894]

intelligent control,

rivers,

[452]

[898] [1305]

road networks [725] [500] [1261]

PTZ actuator control,

[137]

[844, 240]

production economics reliability,

perceptrons fuzzy,

fuzzy,

[704]

imaging,

[1137]

robot manipulators,

[242]

modular,

[118]

path planning,

[902]

[46]

Subject index

41

robotics,

[806, 976, 820, 821, 1233, 193, 214, 897, 310, 1355, 601, 1432, 790]

[893, 1122, 1124, 503, 1166, 1168, 963, 768, 796, 64, 1078]

knowledge acquisition,

robotics autonomous,

fuzzy,

[176, 44]

rules,

[464] [1480, 1481,

829, 1465, 299, 421]

configuration,

[1246]

[259, 322, 333, 365, 1336, 1342, 513, 576]

control?,

[1344]

[156, 157,

891, 231, 247, 286, 397]

rules based system control,

[343]

fuzzy,

[798]

intelligent,

[326]

696, 721, 1433]

learning,

[275]

rules based systems,

[114]

sales forecasting,

[82]

manipulators,

[332, 861,

105, 118]

fuzzy,

[859, 160, 217, 265, 268, 275, 1255, 1257, 1283, 323, 360, 1119, 425, 455, 1031, 530, 555, 610, 1163, 787, 797, 44, 135, 1007]

modeling, motion planning,

[1429] [977, 1240,

[886, 1281,

1313, 449]

simulation,

[740]

walking,

[182, 99]

mobile, 365, 394]

modeling,

[419]

recognition,

[991]

tone detection,

[1248]

video,

[1361]

ecology,

[1316]

fuzzy,

[800]

[479]

soft computing

fuzzy,

[221, 1142, 1373, 570, 735, 777, 795, 98] [161, 207] [1092, 1095,

machining,

[733]

maintenance,

[614]

manufacturing,

[1373]

multiprocessor,

[1243]

[1451]

popular,

[898]

software reuse,

[518]

software components,

[652]

software testing,

[1046]

solar power,

[37]

SOM,

[1166, 80]

fuzzy,

[1122]

stabilisation

nuclear fuel,

[371]

power plant,

[1109, 1154]

salesmen,

[720]

power system,

[483]

stabilizer [732]

power system, security,

routing,

[232]

segmentation

distributed,

[1347]

vehicle,

[1094]

rule based systems,

[160, 1233, 199, 248, 1269, 339, 342, 345, 348, 354, 355, 364, 369, 372, 373, 376, 1320, 421, 691, 46, 869]

rule based systems [891, 231, 286]

fuzzy,

[1464, 827, 206, 208, 239, 1090, 1091, 1258, 1260, 296, 302, 303, 342, 1301, 1110, 361, 375, 398, 413, 1329, 415, 451, 1127, 920, 459, 475, 487, 1359, 1139, 533, 595, 650, 1408, 1409, 953, 673, 1416, 1162, 680, 692, 698, 748, 749, 119, 137]

thresholding,

[563]

stochastic GA?,

[126]

selection fuzzy,

[713]

[1161]

superconductors,

[753]

cooling,

[805]

sensor fusion,

[1020, 488]

fuzzy systems,

sensoring,

[1020, 993]

system identification,

[31]

survey [1449] [181, 274,

1340, 586, 133]

[262]

fuzzy,

sensors

[255, 912,

917, 1379, 872]

gas,

[968]

teaching,

power,

[923]

telecommunication

service restoration,

[1236]

filtration,

semantic networks,

data fusion,

[605]

sugar

[1292]

servo 115]

[204, 1088]

fuzzy,

FMS,

[377]

rule-based systems,

filters,

snakes,

rough sets,

control,

[810, 178, 885, 1352, 755, 969, 1205]

[1337]

job shop,

[785]

signal processing,

flowshop,

[363] [1463, 897,

[1225]

[1436]

robots autonomous,

roofs, signal procesing

[852, 1476,

1142, 795, 42, 98] [1298]

[920]

batch job,

JSS,

redundant,

shape design,

simulation

382, 492]

411]

path planning,

[730, 676,

scheduling,

mobile,

[225]

medical,

fuzzy,

control,

SGA,

[252]

multiuser detection, [1208] telecommunications

[1141, 109,

phase frequency locked,

[642]

ATM,

[404, 919]

42

Genetic algorithms with fuzzy systems

ATM network,

[1448]

transportation,

[216, 305,

VEGA,

[1316]

1303, 1366]

load balancing, routing,

road-network [1347, 1426]

signature verification,

[1211]

testing electronics,

[931] [1214]

software,

[877]

reconstruction,

[951]

transportation problem multicriteria,

motion planning,

[462]

transportation problems, [1237, 1013, fuzzy,

[960]

soft computing,

[130]

[465]

underwater,

[446]

vehicles active suspension,

[1321]

antilock-brake,

[117]

automotive,

[788]

control,

[903]

helicopter,

[405, 426]

[791] [255, 1316,

1411]

fuzzy sets,

car,

1148, 620]

TSP,

text book

theory,

vehicle

[1051]

turbine gas,

[1413]

path planning,

[1314]

steam,

[1413]

truck,

[903]

[172]

time series turbines analysis,

[757]

fuzzy,

[1282]

prediction,

[498, 1150]

blade cooling, tutorial,

traffic control,

[695]

[1364, 934,

[262]

virtual reality,

[320]

VLSI

130]

control,

[270, 618]

fuzzy controllers,

[406]

fuzzy GA,

[935]

layout design,

[545]

testing,

[1434]

VLSI design,

traffic control ATM,

[402]

vibrations,

[404]

combinatorial logic, [1346] fuzzy systems,

[918, 539,

hardware,

618, 619]

traffic signal [633]

industrial electronics,

transformers,

[1333]

neural networks,

faults,

[1035]

neuro-fuzzy systems, [127]

wavelets,

short,

wind power

control,

transmission lines interference,

[93]

[1375, 967]

unit commitment,

[568]

[539, 618, 619]

[1458] [1262]

[1446, 1453]

water pollution,

wind speed,

[1039] [77]

[66]

Annual index

4.8

43

Annual index

The following table gives references to the contributions by the year of publishing.

1990,

[803, 804, 805, 978, 830, 831, 850]

1991,

491, 923, 492, 493, 924, 494, 495, 1030, 1352, 496, 497, 498, 499, 1353, 500, 1031, 501, 502, 503, 1354, 504, 1355, 505, 506, 1032, 1356, 507, 508, 1357, 1358, 509, 1359, 1360, 1361, 510, 1362, 1033, 511, 925, 512, 513, 514, 1139, 1363, 515, 516, 1364, 517, 518, 519, 520, 926, 521, 522, 523, 524, 525, 526, 527, 927, 1365, 528, 529, 530, 1366, 531, 532, 533, 534, 1367, 1140, 535, 536, 537, 538, 539, 540, 541, 1368, 1369, 542, 543, 544, 545, 1141, 546, 547, 548, 1142, 928, 549, 550, 551, 552, 553, 1370, 1371, 554, 555, 556, 1372, 557, 558, 559, 1373, 560, 1374, 1375, 561, 562, 563, 564, 565, 566, 1034, 567, 1376, 1377, 568, 569, 929, 570, 571, 572, 573, 1143, 574, 1378, 575, 1144, 576, 577, 930, 931, 578, 579, 580, 581, 932, 933, 1379, 582, 583, 1380, 934, 1381, 584, 935, 585, 1382, 586, 936, 587, 1383, 588, 1145, 589, 937, 1146, 1035, 590, 591, 1147, 592, 593, 594, 938, 1148, 595, 596, 1149, 597, 1384, 598, 1385, 939, 599, 600, 1150, 601, 602, 1386, 603, 1387, 604, 605, 606, 607, 608, 609, 940, 610, 611, 1388, 612, 613, 614, 615, 941, 616, 617, 618, 619, 1151, 1389, 620, 1390, 621, 622, 1152, 942, 943, 623, 1391, 624, 1153, 944, 625, 945, 946, 1036, 947, 1392, 1393, 626, 1037, 627, 628, 1163, 730]

[1008, 1463, 832, 833, 834, 847, 983, 984, 985]

1992,

[1455, 1457, 1458, 1459, 1461, 824, 828, 835, 1466, 1467, 836, 837, 842, 843, 1471, 1472, 1473, 1475, 851, 855, 986, 1479, 1055, 858, 859, 1480, 1481, 1482]

1993,

[146, 878, 1227, 1009, 806, 807, 808, 809, 972, 810, 811, 812, 1456, 1053, 813, 973, 974, 814, 815, 975, 816, 817, 976, 818, 819, 820, 821, 822, 977, 823, 1460, 1462, 825, 826, 1464, 827, 829, 1465, 838, 1185, 839, 840, 841, 979, 980, 844, 845, 1468, 846, 1469, 1470, 981, 982, 848, 849, 1474, 852, 1476, 853, 1477, 1478, 854, 856, 857, 1054, 860]

1994,

[147, 1228, 148, 149, 150, 151, 152, 153, 154, 1230, 155, 879, 156, 157, 158, 880, 159, 160, 161, 162, 881, 163, 164, 1231, 165, 166, 882, 167, 168, 169, 170, 171, 172, 173, 174, 175, 1232, 1233, 176, 177, 178, 179, 180, 181, 182, 183, 883, 184, 185, 186, 187, 1234, 884, 188, 189, 190, 191, 192, 193, 194, 195, 885, 196, 197, 1235, 198, 1010, 199, 200, 886, 887, 1011, 1236, 201, 202, 888, 203, 1084, 1237, 204, 205, 206, 207, 208, 1085, 1086, 209, 1238, 210, 211, 212, 213, 1239, 214, 1240, 215, 216, 217, 218, 1241, 219, 220, 1087, 1242, 1243, 221, 1244, 889, 222, 223, 224, 1250, 341]

1995,

1996,

1997,

[1229, 225, 1245, 226, 1246, 890, 1247, 1248, 227, 228, 229, 230, 891, 231, 232, 233, 234, 235, 236, 237, 1088, 238, 239, 240, 241, 1089, 242, 243, 892, 244, 245, 893, 246, 247, 248, 249, 250, 894, 1090, 1091, 895, 251, 1249, 252, 253, 254, 896, 255, 256, 257, 258, 1012, 259, 260, 897, 261, 262, 1092, 263, 264, 265, 266, 267, 268, 269, 1251, 270, 271, 1093, 1094, 272, 273, 1252, 1253, 274, 275, 276, 277, 1254, 278, 279, 280, 898, 1095, 281, 282, 283, 899, 284, 285, 286, 1255, 1256, 287, 288, 289, 1257, 1258, 290, 1259, 291, 292, 293, 294, 1096, 295, 1260, 296, 1013, 900, 1261, 1262, 1263, 297, 298, 901, 299, 1264, 1265, 300, 301, 1266, 302, 1097, 303, 304, 305, 306, 902, 903, 1267, 1268, 307, 1269, 308, 309, 310, 311, 1014, 312, 1270, 1271, 1272, 1273, 313, 1015, 1098, 1274, 1275, 904, 1099, 314, 1276, 1277, 315, 1278, 1100, 1101, 1279, 316, 1102, 1280, 317, 1103, 318, 319, 320, 1281, 1282, 1283, 1104, 905, 1284, 321, 322, 1285, 323, 906, 907, 324, 1286, 1287, 1288, 325, 1105, 1289, 1016, 1290, 1291, 326, 1292, 1017, 1293, 908, 327, 1294, 1295, 328, 1106, 329, 330, 1296, 331, 1297, 332, 1298, 1299, 1300, 333, 334, 335, 336, 337, 338, 339, 340, 1107, 1108, 1018, 342, 1301, 343, 987] [909, 1019, 1109, 344, 345, 346, 347, 348, 1110, 1302, 349, 350, 351, 1303, 1304, 1020, 910, 1021, 352, 1305, 353, 1022, 1111, 354, 355, 356, 357, 358, 359, 360, 361, 1112, 1306, 1307, 1308, 362, 1309, 363, 364, 365, 366, 367, 368, 369, 1113, 370, 371, 372, 911, 373, 374, 1310, 1311, 375, 376, 377, 378, 912, 1312, 379, 380, 381, 1313, 382, 1314, 1315, 383, 384, 385, 913, 1316, 1317, 1023, 1318, 386, 387, 388, 1319, 1320, 389, 390, 1114, 391, 392, 393, 394, 395, 1321, 396, 1322, 1115, 1323, 397, 1116, 398, 1024, 399, 914, 400, 401, 402, 403, 1324, 1117, 404, 405, 1325, 1118, 406, 915, 1326, 407, 1119, 1025, 1120, 408, 409, 410, 1327, 1121, 411, 412, 413, 1328, 1329, 414, 415, 416, 1330, 417, 1122, 418, 1331, 419, 420, 421, 422, 423, 424, 425, 426, 1332, 427, 428, 1333, 429, 430, 916, 431, 432, 433, 1334, 1123, 1335, 434, 435, 436, 437, 1336, 438, 439, 440, 441, 442, 443, 444, 445, 446, 1124, 1125, 447, 1337, 448, 1126, 449, 1026, 450, 451, 452, 1338, 1127, 917, 453, 454, 1128, 1339, 918, 919, 455, 456, 1340, 457, 1341, 1027, 920, 458, 459, 460, 1342, 461, 462, 463, 464, 1028, 1343, 465, 1129, 466, 467, 1344, 1345, 1130, 1131, 921, 468, 1132, 1133, 1134, 469, 1346, 470, 1029, 471, 472, 922, 473, 1135, 1347, 474, 1348, 1136, 475, 476, 477] [1349, 1350, 478, 479, 480, 481, 482, 483, 484, 1137, 1351, 485, 486, 487, 488, 489, 490, 1138,

1998,

[1394, 1395, 1154, 629, 630, 631, 632, 633, 1396, 634, 948, 1397, 635, 1398, 1399, 1400, 636, 637, 1401, 1402, 638, 1403, 1155, 639, 1404, 640, 1405, 641, 1156, 949, 1406, 950, 642, 951, 1157, 643, 644, 645, 646, 647, 648, 1038, 649, 650, 1039, 952, 1407, 1408, 1409, 651, 1410, 953, 652, 653, 1411, 1412, 654, 655, 656, 657, 658, 659, 660, 1413, 661, 662, 663, 664, 954, 665, 666, 667, 1414, 668, 1415, 669, 670, 1158, 1159, 671, 672, 673, 674, 675, 955, 1160, 676, 1161, 1416, 677, 1040, 1417, 1418, 1162, 1419, 678, 956, 679, 957, 680, 681, 682, 958, 1164, 1420, 683, 959, 684, 1421, 685, 686, 1422, 687, 1041, 688, 1423, 1165, 689, 1424, 1425, 690, 691, 1166, 692, 693, 694, 695, 696, 697, 698, 1426, 699, 1167, 700, 701, 702, 1427, 703, 704, 705, 706, 707, 708, 709, 710, 1428, 1429, 711, 1430, 712, 1431, 713, 1168, 714, 715, 716, 717, 718, 719, 720, 721, 1169, 960, 722, 723, 961, 1432, 724, 725, 1433, 726, 1434, 1170, 727, 728, 1171, 1172, 729, 1435]

1999,

[731, 1173, 732, 1436, 962, 733, 734, 1174, 1042, 1175, 735, 736, 737, 738, 963, 739, 740, 964, 741, 1437, 742, 743, 744, 745, 746, 1438, 1439, 747, 748, 749, 750, 1176, 751, 752, 753, 754, 1043, 755, 756, 1044, 757, 1440, 758, 1441, 759, 1045, 1046, 1442, 760, 761, 762, 763, 764, 765, 766, 767, 1177, 965, 1178, 768, 769, 770, 771, 772, 773, 1047, 966, 774, 1048, 775, 1049, 776, 1443, 1050, 1051, 967, 1444, 777, 1179, 778, 779, 780, 781, 1445, 1180, 782, 1052, 783, 968, 784, 1446, 969, 785, 1181, 786, 1447, 787, 788, 1448, 789, 1449, 1182, 1183, 1450, 790, 791, 792, 793, 1451, 794, 970, 795, 796, 797, 1452, 798, 1453, 971, 1184, 799, 800, 801, 1454, 802]

2000,

[11, 988, 989, 12, 13, 990, 1186, 14, 861, 1056, 15, 16, 991, 1187, 1188, 1189, 17, 1057, 18, 19, 1058, 20, 21, 22, 992, 1190, 1191, 1192, 23, 1059, 24, 25, 993, 1060, 862, 1193, 26, 27, 28, 994, 1194, 29, 30, 1195, 31, 1061, 1196, 32, 33, 1062, 34, 1063, 35, 36, 1064, 1197, 37, 38, 995, 39, 1065, 40, 1066, 41, 42, 996, 43, 997, 44, 45, 1198, 46, 47, 998, 1199, 863, 48, 1067, 49, 999, 1068, 50, 51, 52, 1200, 53, 54, 1201, 864, 1202, 55, 1069, 865, 71]

2001,

[56, 57, 58, 1070, 59, 1203, 1204, 60, 1000, 61, 1071, 1205, 62, 63, 64, 65, 1206, 1001, 1072, 66, 1073, 1002, 1207, 1074, 866, 67, 68, 69, 70, 1208, 72, 73, 74, 75, 76, 77, 78, 1209, 79, 867, 868, 1075, 80, 81, 1076, 82, 83, 1210, 1003, 84, 85, 86, 87, 1211, 88, 89, 90, 91, 1077, 92, 1212, 93, 94, 1078, 1213]

2002,

[95, 1214, 96, 1215, 1079, 97, 869, 870, 1216, 98, 99, 1080, 1004, 1217, 100, 101, 102, 103, 104, 871, 872, 105, 106, 107, 108, 1218, 109, 110, 1081, 1219, 1220, 111, 873, 112, 113, 114, 115, 1005, 116, 117, 118, 1221, 1222, 1082, 1223]

2003,

[119, 120, 874, 121, 122, 123, 1224, 124, 875, 125, 876, 126, 127]

44

Genetic algorithms with fuzzy systems

2004,

[128, 129, 130, 131, 132, 133, 1006]

2005,

[134, 135, 136, 137]

2006,

[138, 1083, 1225, 139, 140, 1226]

2007,

[141, 877]

2008,

[142, 143, 1007, 144, 145]

Geographical index

4.9

45

Geographical index

The following table gives references to the contributions by country.

• Algeria: [629, 1060, 107] • Argentina: [1022, 120] • Australia: [183, 206, 252, 265, 275, 280, 308, 361, 1307, 377, 382, 384, 406, 493, 1360, 527, 1368, 932, 1381, 597, 663, 709, 716, 735, 742, 1439, 748, 757, 759, 780, 969, 1448, 971, 19, 994, 56] • Austria: [229, 1309, 438, 468, 495, 123] • Azerbaithzan: [1065] • Belgium: [1455, 1234, 1102, 375, 43, 997, 116] • Bosnia and Herzegovina: [127] • Brazil: [1482, 148, 184, 888, 272, 1318, 444, 1362, 546, 1034, 1379, 665, 717, 746, 755, 785, 1187, 1195, 108, 874, 136, 965] • Bulgaria: [174, 567] • Canada: [825, 886, 226, 1093, 304, 325, 1123, 437, 485, 586, 587, 656, 678, 1424, 699, 1058, 23, 130, 132, 1007] • China: [860, 1023, 1249, 283, 899, 288, 296, 907, 329, 1306, 365, 386, 394, 1118, 1025, 432, 433, 435, 436, 1339, 1343, 500, 926, 521, 524, 526, 531, 542, 564, 594, 938, 1384, 605, 949, 950, 655, 677, 1040, 700, 701, 702, 703, 707, 708, 728, 1174, 1175, 754, 1045, 762, 774, 782, 786, 787, 794, 990, 861, 1191, 993, 1194, 41, 996, 45, 1071, 64, 88, 1077, 1004, 110, 118, 126, 138, 842, 1480, 1481, 905, 1336, 1356, 510, 533, 1377, 1149, 598, 661, 1425, 772, 777, 1183, 29, 998, 69, 1217, 111, 1222]

• Italy: [1460, 150, 202, 204, 1247, 1248, 233, 234, 290, 1270, 1289, 909, 1019, 1302, 349, 351, 1111, 1326, 422, 439, 494, 501, 548, 553, 585, 599, 636, 1156, 644, 1158, 955, 1420, 1423, 1432, 1434, 962, 733, 734, 1042, 747, 1442, 1451, 1186, 20, 33, 1066, 54, 57, 1000, 75, 86, 91, 1006, 877] • Japan: [48, 1459, 1471, 1472, 1475, 851, 1479, 878, 972, 975, 816, 817, 976, 818, 819, 820, 821, 822, 977, 829, 1465, 849, 852, 1476, 854, 154, 161, 166, 181, 193, 194, 195, 199, 207, 1086, 209, 214, 1240, 215, 217, 218, 1242, 1243, 221, 1245, 241, 1089, 248, 249, 894, 1091, 255, 1012, 1092, 266, 268, 1094, 1253, 1254, 278, 279, 1095, 289, 1096, 1260, 1013, 298, 901, 1264, 1265, 301, 1266, 302, 1097, 903, 1269, 313, 1098, 1274, 314, 1276, 1277, 318, 319, 1281, 1282, 1104, 1284, 321, 323, 1286, 1287, 326, 1292, 1017, 1295, 1106, 1296, 1298, 1299, 1300, 338, 1107, 1108, 1018, 1109, 1021, 353, 360, 368, 372, 373, 374, 1314, 1316, 390, 1114, 392, 393, 1115, 397, 1116, 1024, 1117, 411, 1122, 418, 1331, 421, 1334, 1124, 1337, 1026, 917, 453, 454, 1128, 1027, 462, 464, 1028, 467, 1344, 1130, 1131, 921, 1132, 1134, 469, 922, 1135, 1136, 476, 477, 1137, 504, 1355, 505, 515, 522, 1367, 1140, 540, 547, 1142, 928, 559, 1373, 565, 1376, 1378, 575, 580, 581, 582, 1380, 1145, 593, 1148, 596, 601, 604, 606, 613, 941, 616, 617, 618, 1151, 620, 622, 1152, 942, 943, 624, 1153, 944, 946, 1393, 730, 1154, 634, 1399, 638, 640, 650, 952, 1408, 953, 653, 658, 659, 662, 669, 670, 1159, 673, 675, 1160, 676, 679, 958, 683, 689, 690, 691, 1166, 692, 693, 694, 696, 697, 1427, 711, 1168, 715, 719, 720, 721, 1169, 722, 725, 1433, 726, 1170, 727, 1171, 1172, 729, 743, 1044, 758, 1441, 763, 765, 767, 1177, 775, 1179, 792, 793, 970, 795, 796, 797, 798, 801, 802, 18, 24, 30, 34, 1063, 36, 53, 1069, 76, 1075, 1082, 125, 129, 135, 1225, 1226] • Kuwait: [105]

• Colombia: [773, 1452, 1076, 869]

• Latvia: [1203]

• Denmark: [410]

• Malaysia: [783, 85, 115]

• Egypt: [511]

• Marocco: [11]

• Finland: [987, 913, 420, 583, 627, 628, 39, 87, 103, 122, 139] • France: [1458, 1461, 807, 973, 823, 160, 881, 366, 408, 428, 445, 1358, 588, 1385, 1161, 1162, 778, 873] • Germany: [986, 146, 808, 1054, 149, 880, 165, 167, 173, 192, 197, 200, 228, 239, 240, 893, 246, 1252, 284, 1263, 320, 1283, 906, 337, 1110, 357, 367, 1113, 371, 388, 1320, 398, 1324, 1327, 1329, 415, 424, 427, 1125, 451, 491, 924, 503, 1361, 925, 552, 561, 569, 1144, 1383, 603, 1406, 1413, 1415, 1421, 1431, 736, 1206, 1083] • Greece: [871, 381, 1426, 66, 93, 144] • Hungary: [732] • Iceland: [1043] • India: [162, 1087, 277, 391, 414, 486, 764, 1178, 771, 1048, 46, 68, 1214, 1216, 104, 106, 1218, 1219, 1220, 112, 140] • Indonesia: [14] • Iran: [244, 263, 632, 1070, 1208, 74, 1209] • Ireland: [1304, 1120, 1392] • Israel: [1350, 59, 90]

• Mexico: [1290, 1308, 364, 1346, 509, 1429, 760] • New Zealand: [492, 538, 660, 671, 35] • Norway: [1446, 1453] • Poland: [1238, 258, 1267, 383, 535, 1371, 589, 1389, 680, 961, 769, 968, 113] • Portugal: [212, 219, 264, 395, 560, 1398, 1405, 1416, 1428, 133] • Romania: [213, 220, 259, 293, 295, 315, 359, 1357, 1375, 602, 1391, 641, 647, 698, 744, 1047] • Russia: [344, 577, 933, 1412, 686, 1046, 1202, 1204] • Saudi Arabia: [483, 608, 1407, 967, 989] • Singapore: [153, 303, 413, 1127, 456, 920, 534, 1146, 600, 947, 635, 1165, 1050, 27, 1061, 995, 72, 1211] • Slovenia: [385] • South Africa: [646] • South Korea: [824, 858, 859, 172, 187, 245, 247, 254, 257, 274, 1255, 1256, 287, 1259, 306, 311, 1014, 1272, 1101, 316, 1103, 356, 1112, 369, 912, 379, 1321, 1322, 407, 1119, 442, 1126, 450, 455, 457, 458, 489, 498, 1139, 516, 519, 525, 556, 576, 590, 1147, 592, 595, 1150, 1163, 1402, 1155, 1157, 1409, 654, 657, 668, 674, 681, 682, 684, 685, 714, 724, 738, 964, 1438, 749, 756, 1440, 1051, 1180, 1057, 44, 71, 83, 94]

46

Genetic algorithms with fuzzy systems

• Spain: [855, 810, 826, 1464, 827, 882, 182, 1237, 1085, 216, 1250, 341, 236, 250, 896, 269, 281, 1257, 292, 299, 305, 1273, 904, 908, 334, 339, 1301, 343, 354, 355, 370, 441, 447, 1341, 466, 1029, 474, 1348, 475, 497, 1359, 512, 1363, 1366, 1141, 550, 1370, 566, 573, 935, 1382, 1386, 1387, 607, 609, 1388, 648, 1173, 766, 768, 791, 1059, 1196, 1064, 62, 1207, 79, 868, 1078, 100, 1081, 1224, 134, 141] • Sweden: [63, 92] • Switzerland: [55, 77, 95, 128] • Taiwan: [811, 1230, 1236, 891, 231, 895, 256, 261, 285, 286, 1258, 1261, 1262, 300, 902, 1280, 317, 1285, 324, 1105, 348, 910, 1305, 911, 1312, 1313, 1319, 404, 1325, 419, 425, 1332, 1333, 429, 430, 431, 440, 446, 449, 459, 463, 1133, 1138, 923, 1030, 1352, 496, 1033, 514, 541, 558, 562, 1143, 1035, 591, 939, 611, 614, 1390, 948, 1397, 1400, 1401, 642, 951, 649, 1039, 667, 1419, 710, 963, 761, 779, 1052, 788, 1182, 15, 16, 991, 1188, 1189, 17, 47, 1067, 49, 51, 52, 61, 70, 82, 96, 1215, 1079, 97, 870, 872, 114, 1221, 1223, 119, 137, 142, 143, 145] • Thailand: [937] • The Czech Republic: [376, 400, 465, 571, 625, 328, 399, 412, 473, 1349, 1394, 89] • The Netherlands: [1192, 1062, 1072] • The Slovak Republic: [309, 688, 776] • Tunisia: [42] • Turkey: [1246, 358, 479, 539, 549, 584, 1443, 73, 1080] • United Kingdom: [988, 38, 98, 847, 843, 844, 845, 848, 163, 176, 189, 205, 211, 232, 237, 238, 897, 267, 271, 276, 294, 310, 312, 1016, 332, 333, 342, 345, 352, 363,

387, 396, 402, 409, 416, 916, 443, 452, 919, 460, 461, 1129, 1347, 480, 481, 487, 490, 499, 1354, 517, 530, 532, 543, 551, 554, 563, 572, 578, 940, 626, 633, 1396, 639, 672, 1164, 695, 705, 752, 753, 784, 1447, 13, 1056, 1190, 26, 28, 31, 32, 37, 40, 99, 875] • United States: [804, 805, 978, 830, 831, 1008, 832, 833, 834, 984, 985, 1457, 828, 835, 1466, 1467, 836, 837, 1473, 1055, 1227, 1009, 812, 1053, 813, 974, 814, 815, 838, 1185, 839, 840, 841, 979, 980, 846, 1470, 982, 1477, 856, 857, 151, 152, 156, 157, 158, 159, 1231, 168, 169, 170, 171, 175, 1232, 1233, 177, 178, 179, 180, 185, 186, 884, 188, 190, 191, 885, 196, 1235, 198, 1010, 887, 1011, 201, 203, 1084, 210, 1239, 1241, 1244, 889, 222, 223, 224, 225, 890, 227, 230, 235, 1088, 892, 1090, 251, 262, 1251, 270, 273, 282, 291, 900, 297, 1268, 307, 1271, 1275, 1099, 1100, 1279, 322, 1288, 1293, 327, 1294, 331, 1297, 335, 336, 340, 347, 350, 1303, 1020, 362, 1310, 1311, 378, 380, 1317, 1323, 914, 401, 403, 405, 1330, 423, 426, 1335, 434, 448, 1338, 918, 1340, 1342, 1345, 471, 472, 482, 484, 488, 1353, 1031, 502, 1032, 507, 513, 518, 520, 523, 927, 1365, 528, 529, 536, 537, 1369, 544, 545, 555, 1374, 568, 930, 931, 936, 610, 612, 619, 621, 945, 1395, 631, 637, 1403, 1404, 1038, 651, 652, 1411, 664, 954, 1414, 1417, 1418, 956, 957, 1041, 1167, 704, 706, 1430, 712, 713, 718, 723, 1435, 1436, 737, 740, 741, 1437, 745, 1176, 751, 770, 1444, 781, 1445, 1181, 1449, 1450, 790, 1184, 799, 800, 1454, 12, 21, 22, 992, 25, 1193, 1197, 1198, 1199, 50, 1200, 1201, 864, 865, 60, 1205, 65, 1001, 1073, 1002, 1074, 866, 78, 80, 81, 1210, 1003, 84, 1212, 1213, 101, 102, 109, 117, 124, 131] • Unknown country: [850, 260, 1315, 389, 915, 1121, 1328, 417, 478, 506, 508, 570, 579, 623, 1036, 1037, 630, 645, 1410, 666, 959, 1422, 687, 960, 731, 739, 750, 966, 1049, 789, 862, 999, 67, 867, 1005, 121, 876] • Yugoslavia: [242, 1015, 643]

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[1473] Sankar K. Pal. Fuzzy sets in image processing and recognition. In Proceedings of the 1992 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), pages 119–126, San Diego, CA, 8.-12. March 1992. IEEE, New York. * EI M032539 ga:SKPal92a. [1474] Dinabandhu Bhandari, Sankar K. Pal, and Malay K. Kundu. Image enhancement incorporating fuzzy fitness function in genetic algorithms. In Second IEEE International Conference on Fuzzy Systems, volume II, pages 1408–1413, San Francisco, March 28.- April 1. 1993. IEEE. ga:SKPal93a. [1475] T. Nishiyama, T. Takagi, R. Yager, and S. Nakanishi. Automatic generation of fuzzy inference rules by genetic algorithm. In ?, editor, 8th Fuzzy System Symposium, pages 237–240, ?, ? 1992. ? (in Japanese) †[1468][1090] ga:SNakanishi92a. [1476] M. Sakawa et al. Hot parts operating schedule by genetic algorithms and fuzzy modeling. In ?, editor, Proceedings of the 9th Fuzzy System Symposium, page ?, Sapporo (Japan), May 1993. ? (in Japanese) †Achilles/Fuzzy-Scheduling ga:Sakawa93b. [1477] Hideyuki Takagi. Fusion techniques of fuzzy-systems and neural networks, and fuzzy-systems and genetic algorithms. In B. Bosacchi and J. C. Bezdek, editors, Applications of Fuzzy Logic Technology, volume SPIE-2061, pages 402–413, Boston, MA, 8.-10. September 1993. The International Society for Optical Engineering. †P60135 ga:Takagi93b. [1478] Astro Teller. Learning mental models. In ?, editor, Proceedings of the Fifth Workshop on Neural Networks: An International Conference on Computational Intelligence: Neural Networks, Fuzzy Systems, Evolutionary Programming, and Virtual Reality, page ?, ?, ? 1993. ? †Langdon/bib ga:Teller93a. [1479] H. Nomura, I. Hayashi, and N. Wakami. A self-tuning method of fuzzy reasoning by genetic algorithm. In ?, editor, Proceedings of the International Fuzzy Systems and Intelligent Control Conference (IFSICC’92), pages 236–245, Louisville, KY, ? 1992. ? †[1468][1090] ga:Wakami92a. [1480] Kwong Sak Leung, Yee Leung, Leo So, and Kim Fai Yam. Rule learning in expert systems using genetic algorithm: 1, concepts. In Proceedings of the 2nd International Conference on Fuzzy Logic and Neural Networks (IIZUKA’92), volume 1, pages 201–204, Iizuka (Japan), 17.-22. July 1992. Fuzzy Logic Systems Institute. ga:Yam92a. [1481] Kwong Sak Leung, Yee Leung, Leo So, and Kim Fai Yam. Rule learning in expert systems using genetic algorithm: 2, empirical studies. In Proceedings of the 2nd International Conference on Fuzzy Logic and Neural Networks (IIZUKA’92), volume 1, pages 205–208, Iizuka (Japan), 17.-22. July 1992. Fuzzy Logic Systems Institute. ga:Yam92b. [1482] Ricardo Jose Machado and Armando Freitas da Rocha. Evolutive fuzzy neural networks. In Proceedings of the 1992 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), pages 493–500, San Diego, CA, 8.-12. March 1992. IEEE, New York. * EI 035270 ga:daRocha92a. [1483] Sankar K. Pal, Ashish Ghosh, and Malay K. Kundu, editors. Physica-Verlag, Heidelberg (Germany), 2000. ga00aSankarKPal. [1484] Bakir Lacevic, Samim Konjicija, and Zikrija Avdagic. Great selection pressure genetic algorithm with adaptive operators for adjusting the weights of neural controller. In Proceedings 2005 IEEE International Symposium on Computational Intelligence in Robotics and Automation (CIRA2005), page ?, Espoo (Finland), 27.-30.June 2005. IEEE, Piscataway, NJ. ga05aBLacevic. [1485] Proceedings of the First IEEE Conference on Evolutionary Computation, Orlando, FL, 27.-29. June 1994. IEEE, New York, NY. ga94ICCIEC. [1486] Yuval Davidor, Hans-Paul Schwefel, and Reinhard Manner, editors. Parallel Problem Solving from Nature – PPSN III, volume 866 of Lecture Notes in Computer Science, Jerusalem (Israel), 9.-14. October 1994. Springer-Verlag, Berlin. † ga94PPSN3. [1487] Proceedings of ICCI94/Neural Networks, Orlando, FL, 26. June - 2. July 1994. IEEE, New York, NY. † ga94ICCINN. [1488] Proceedings of the 1995 IEEE International Conference on Systems, Man and Cybernetics, Vancouver, BC (Canada), 22.-25. October 1995. IEEE, Piscataway, NJ. †EI M042825/96 ga95IEEE-SMC. [1489] Larry J. Eshelman, editor. Proceedings of the Sixth International Conference on Genetic Algorithms, Pittsburgh, PA, 15.-19. July 1995. ? †prog ga95ICGA. [1490] G. Winter, J. P´eriaux, M. Gal´ an, and P. Cuesta, editors. Genetic Algorithms in Engineering and Computer Science (EUROGEN95), Las Palmas (Spain), December 1995. John Wiley & Sons, New York. ga95LasPalmas.

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[1491] Proceedings of the Second IEEE Conference on Evolutionary Computation, Perth (Australia), November 1995. IEEE, New York, NY. ga95ICEC. [1492] The Korea Science Engineering Foundation, The Australian Academy of Science, The Australian Academy of Technological Sciences and Engineering. Proceedings of the 1st Korea - Australia Joint Workshop on Evolutionary Computation, Taejon (Korea), 26.-29. September 1995. KAIST, Korea. ga95Korea-Australia. [1493] Proceedings of the First IEE/IEEE International Conference on Genetic Algorithms in Engineering Systems: Innovations and Applications, Sheffield (UK), 12.-14. September 1995. IEEE. †conf. prog. ga95Sheffield. [1494] Proceedings of the Second Online Workshop on Evolutionary Computation (WEC2), Nagoya (Japan), 4.22. March 1996. ? ga96WEC2. [1495] Ian Parmee and M. J. Denham, editors. Adaptive Computing in Engineering Design and Control ’96 (ACEDC’96), 2nd International Conference of the Integration of Genetic Algorithms and Neural Network Computing and Related Adaptive Techniques with Current Engineering Practice, Plymouth (UK), 26.28. March 1996. ? (to appear) †conf.prog. ga96Plymouth. [1496] Hans-Michael Voigt, Werner Ebeling, Ingo Rechenberg, and Hans-Paul Schwefel, editors. Parallel Problem Solving from Nature – PPSN IV, volume 1141 of Lecture Notes in Computer Science, Berlin (Germany), 22.-26. September 1996. Springer-Verlag, Berlin. ga96PPSN4. [1497] Sankar K. Pal and Paul P. Wang, editors. Genetic Algorithms for Pattern Recognition. CRC Press, Boca Raton, FL, 1996. †www.amazon.com GAdigest v 10 n 28 ga96aSKPal. [1498] Jarmo T. Alander, editor. Proceedings of the Second Nordic Workshop on Genetic Algorithms and their Applications (2NWGA), Proceedings of the University of Vaasa, Nro. 11, Vaasa (Finland), 19.-23. August 1996. University of Vaasa. (available via anonymous ftp site ftp.uwasa.fi directory cs/2NWGA file *.ps.Z) ga96NWGA. [1499] Pavel Oˇsmera, editor. Proceedings of the MENDEL’96, Brno (Czech Republic), June 1996. Technical University of Brno. ga96Brno. [1500] Michael Blumenstein, editor. Proceedings of the International Conference on Computational Intelligence and Multimedia Applications, Gold Coast, QUE, Australia, February 1997. Watson Ferguson & Company (Griffith University). †toc /Blumenstein ga97ICCIMA. [1501] Jarmo T. Alander, editor. Proceedings of the Third Nordic Workshop on Genetic Algorithms and their Applications (3NWGA), Helsinki (Finland), 18.-22. August 1997. Finnish Artificial Intelligence Society (FAIS). (available via anonymous ftp site ftp.uwasa.fi directory cs/3NWGA file *.ps.Z) ga97NWGA. [1502] Stephanie Forrest, editor. Proceedings of the Fifth International Conference on Genetic Algorithms, Urbana-Champaign, IL, 17.-21. July 1993. Morgan Kaufmann, San Mateo, CA. ga:GA5. [1503] IJCNN’93-NAGOYA Proceedings of 1993 International Joint Conference on Neural Networks, Nagoya (Japan), 25.-29. October 1993. IEEE. ga:IJCNN93. [1504] Richard K. Belew and Lashon B. Booker, editors. Proceedings of the Fourth International Conference on Genetic Algorithms, San Diego, 13.-16. July 1991. Morgan Kaufmann Publishers. ga:GA4. [1505] Ming-Suen Shyu and Jin-Jang Leou. A genetic algorithm approach to color image enchancement. Pattern Recognition, 31(7):871–880, July 1998. ga98aMing-SuenShyu. [1506] Sankar K. Pal, Ashish Ghosh, and Malay K. Kundu. Soft computing and image analysis: features, relevance and hybridization. In Soft Computing for Image Processing [1483], pages 1–20. ga00bSankarKPal. [1507] Takanori Shibata, Kazuo Tanie, Tamotsu Abe, and Matsuo Nose. Skill based motion planning of a redundant manipulator by genetic algorithm. In ICEC’95 [1491], pages 473–478. †prog. ga95aShibata.

Notations †(ref) = the bibliography item does not belong to my collection of genetic papers. (ref) = citation source code. ACM = ACM Guide to Computing Literature, EEA = Electrical & Electronics Abstracts, BA = Biological Abstracts, CCA = Computers & Control Abstracts, CTI = Current Technology Index, EI = The Engineering Index (A = Annual, M = Monthly), DAI = Dissertation Abstracts International, P = Index to Scientific & Technical Proceedings, PA = Physics Abstracts, PubMed = National Library of Medicine, BackBib = Thomas B¨ack’s unpublished bibliography, Fogel/Bib = David Fogel’s EA bibliography, etc

University of Vaasa, Finland * ?

135

= only abstract seen. = data of this field is missing (BiBTeX-format). The last field in each reference item in Teletype font is the BiBTEXkey of the corresponding reference.

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Appendix A

Bibliography entry formats This documentation was prepared with LATEX and reproduced from camera-ready copy supplied by the editor. The ones who are familiar with BibTeX may have noticed that the references are printed using abbrv bibliography style and have no difficulties in interpreting the entries. For those not so familiar with BibTeX are given the following formats of the most common entry types. The optional fields are enclosed by ”[ ]” in the format description. Unknown fields are shown by ”?”. † after the entry means that neither the article nor the abstract of the article was available for reviewing and so the reference entry and/or its indexing may be more or less incomplete. Book: Author(s), Title, Publisher, Publisher’s address, year. Example

John H. Holland. Adaptation in Natural and Artificial Systems. The University of Michigan Press, Ann Arbor, 1975. Journal article: Author(s), Title, Journal, volume(number): first page – last page, [month,] year. Example

David E. Goldberg. Computer-aided gas pipeline operation using genetic algorithms and rule learning. Part I: Genetic algorithms in pipeline optimization. Engineering with Computers, 3(?):35–45, 1987. †. Note: the number of the journal unknown, the article has not been seen. Proceedings article: Author(s), Title, editor(s) of the proceedings, Title of Proceedings, [volume,] pages, location of the conference, date of the conference, publisher of the proceedings, publisher’s address. Example

John R. Koza. Hierarchical genetic algorithms operating on populations of computer programs. In N. S. Sridharan, editor, Eleventh International Joint Conference on Artificial Intelligence (IJCAI-89), pages 768–774, Detroit, MI, 20.-25. August 1989. Morgan Kaufmann, Palo Alto, CA. † . Technical report: Author(s), Title, type and number, institute, year. Example

Thomas B¨ ack, Frank Hoffmeister, and Hans-Paul Schwefel. Applications of evolutionary algorithms. Technical Report SYS-2/92, University of Dortmund, Department of Computer Science, 1992.

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Vaasa GA Bibliography

Vaasa GA Bibliography

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Vaasa Genetic Algorithm Bibliography Search & Optimise Main features:

• Over 20,000 references to published papers • by over 20,000 researchers. • Available as over 70 special bibliographies online: ftp://ftp.uwasa.fi/cs/report94-1/ga*bib.pdf files. • Covers all sciences and engineering fields, from basic theory to applications. • Several indexes and statistical summaries. • See what problems evolution can solve for you! Global optimisation and search heuristics called genetic algorithm mimics evolution in nature using recombination and selection from a set of solution trials called population. One of the most prominent attractive features of genetic algorithms from the practical point of view of software techniques is their simplicity, which makes them easy to implement and tailor to solve practical search and optimisation problems. In spite of the seemingly simple processing, the genetic algorithms are good at solving some problems that are known to be hard. The simplicity, generality, flexibility, parallelism, and the good problem solving capability have made genetic algorithm very popular among various disciplines desperately searching methods to solve difficult optimisation problems.

————— Observe that our server has also a selection of our papers on genetic algorithms and other compuational topics. See our bibliographies or file ftp.uwasa.fi/cs/README for further details.

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file ga90bib.ps.Z . . . ga02bib.ps.Z gaACOUSTICSbib.pdf gaAIbib.pdf gaAERObib.pdf gaAGRObib.pdf gaALIFEbib.pdf gaARTbib.pdf gaAUSbib.pdf gaBASICSbib.pdf gaBIObib.pdf gaCADbib.pdf gaCHEMbib.pdf gaCHEMPHYSbib.ps.Z gaCIVILbib.pdf gaCODEbib.pdf gaCOEVObib.pdf gaCONTROLbib.pdf gaCSbib.pdf gaEARLYbib.pdf gaEAST-EURObib.ps.Z gaECObib.pdf gaECOLbib.pdf gaELMAbib.pdf gaESbib.pdf gaFAR-EASTbib.ps.Z gaFEMbib.pdf gaFPGAbib.pdf gaFRAbib.ps.Z gaFTPbib.ps.Z gaFUZZYbib.pdf gaGEObib.pdf gaGERbib.ps.Z gaGPbib.pdf gaIMPLEbib.pdf gaINDIAbib.ps.Z gaINVERSEbib.pdf gaIREGbib.pdf gaISbib.pdf gaJAPANbib.ps.Z gaLCSbib.pdf gaLASERbib.pdf gaLATINbib.ps.Z gaLOGISTICSbib.pdf gaMANUbib.pdf gaMATHbib.pdf gaMEDICINEbib.pdf gaMEDITERbib.ps.Z gaMICRObib.pdf gaMILbib.pdf gaMLbib.pdf gaMSEbib.pdf gaNANObib.pdf gaNIRbib.pdf gaNNbib.pdf gaNORDICbib.pdf gaOPTICSbib.pdf gaOPTIMIbib.pdf gaORbib.pdf

Vaasa GA Bibliography

# refs . ..

updated . ..

557 181 2402 854 138 181 163 659 1040 1358 1346 938 2277 1068 377 232 1766 1453 723 679 1515 124 491 464 2066 86 222 462 1353 1476 409 1586 971 1419 276 247 168 87 2404 211 58 649 689

2009/01/07 2008/03/20 2008/09/18 2008/03/12 2008/03/20 2008/03/12 2003/07/09 2009/01/07 2008/08/21 2009/01/07 2008/08/13 2003/07/09 2009/07/24 2009/04/24 2003/07/09 2003/07/09 2009/08/17 2009/08/17 2004/09/22 2008/08/13 2009/08/17 2003/05/23 2009/01/20 2009/07/24 2009/08/17 2008/05/22 2008/08/13 2009/07/31 2003/07/09 2009/07/27

846 583 1810 83 113 897 490 109 194 1800 948 1720 923 1662

2009/07/27 2009/02/18 2003/07/09 2008/03/31 2009/08/17 2007/11/02 2008/06/11 2008/04/07 2009/07/27 2008/03/12 2009/06/18 2009/02/27 2003/07/09 2008/08/14

2008/03/19 2007/11/01 2009/01/07 2009/07/27 2009/07/24 2009/07/24 2008/05/22 2008/08/13 2008/08/11 2009/07/24 2009/07/24

...table continues on the next page...

contents GA in 1990 . .. GA in 2002 GA in acoustics (new: March 2008) GA in artificial intelligence GA in aerospace GA in agriculture (new) GA in artificial life GA in art and music GA in Australia and New Zealand Basics of GA GA in biosciences including medicine GA in Computer Aided Design GA in chemical sciences ; previously in gaCHEMPHYSbib.ps.Z GA in chemistry and physics; divided into gaCHEMbib.ps.Z and gaPHYSbib.ps.Z 2002 GA in civil, structural, and mechanical engineering GA coding co- and differential evolution GA(new) GA in control and process engineering GA in comp. sci. (incl. databases, /mining, software testing and GP) GA in yearly yeas (upto 1989) new GA in the Eastern Europe GA in economics and finance GA in ecology and biodiversity (new: 1.8.2008) GA in electromagnetics Evolution strategies GA in the Far East (excl. Japan) GA & FEM (new May 2008) GA & FPGA (new May 2008) GA in France GA papers available via web (ftp and www) GA and fuzzy logic GA in geosciences GA in Germany, Austria, and Switzerland genetic programming implementations of GA GA in India GA in inverse problems (new: Aug 2007) image registration (new: July 2009) immune systems GA in Japan Learning Classifier Systems GA and lasers (new: April 2008) GA in Latin America, Portugal & Spain GA in logistics (incl. TSP) GA in manufacturing GA in mathematics GA in medicine (new: Nov 2007) GA in the Mediterranean GA in microscopy & microsystems (new: March 2008) GA in military applications GA in machine learning new GA in materials new GA in nanotechnology new GA in NIRS (spectroscopy) new GA in neural networks GA in Nordic countries GA in optics and image processing GA and optimization (only a few refs) GA in operations research

Vaasa GA Bibliography

file gaPARAbib.pdf gaPARETObib.pdf gaPATENTbib.pdf gaPATTERNbib.pdf gaPHYSbib.pdf gaPIEZObib.pdf gaPOWERbib.pdf gaPROTEINbib.pdf gaQCbib.pdf gaREMOTEbib.pdf gaROBOTbib.pdf gaSAbib.pdf gaSCHEDULINGbib.pdf gaSELECTIONbib.ps.Z gaSIGNALbib.pdf gaSIMULAbib.pdf gaTELEbib.pdf gaTHEORYbib.pdf gaTHESESbib.pdf gaUKbib.ps.Z gaVLSIbib.pdf

# refs 809 469 462 1528 2313 51 940 491 539 275 775 331 785 295 2403 1037 840 2483 578 1998 806

141

updated 2009/07/24 2009/03/24 2009/07/27 2007/11/06 2008/04/07 2008/03/26 2008/08/21 2008/03/12 2008/03/11 2008/08/11 2009/07/27 2009/07/24 2006/09/06 2009/07/27 2009/07/31 2009/07/24 2009/07/27 2008/08/13 2009/01/07 2008/05/22 2008/04/07

contents Parallel and distributed GA Pareto optimization GA patents GA in pattern recognition incl. LCS (new) GA in physical sciences ; previously in gaCHEMPHYSbib.ps.Z GA & piezo (new: March 2008) GA in power engineering GA in protein research quantum computing GA in remote sensing (new: 1.8.2008) GA in robotics GA and simulated annealing GA in scheduling Selection in GAs (new) GA in signal and image processing GA in simulation GA in telecom Theory and analysis of GA PhD etc theses GA in United Kingdom GA in electronics, VLSI design and testing

Table A.1: Indexed genetic algorithm special bibliographies available online in directory ftp://ftp.uwasa.fi/cs/report94-1. New updates only as .pdf files.

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