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

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Jul 27, 2009 - Swift, Graham,. [658] ...... trains,. [700]. TSP,. [671] tutorial for electromagnetics, [342]. USA, ...... I O S Press, Amsterdam/ Ohmsha Ltd., Tokyo.
An Indexed Bibliography of Genetic Algorithms in Telecommunications 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

Report Series No. 94-1-TELE (DRAFT 2009/07/27 09:42 )

available via anonymous ftp: site ftp.uwasa.fi directory cs/report94-1 file gaTELEbib.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

35

Appendixes

85

A Bibliography entry formats

85

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 in telecommunications authors. . The geographical distribution of the authors working on genetic algorithms nications . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

A.1 Indexed genetic algorithm special bibliographies available online

ii

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5 5 6 6

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89

7

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 (July 27, 2009) contained 20821 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 in telecommunications

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 in telecommunications 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 gaTELEbib.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 in telecommunications 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 telecom radio antenna electromagnetics

field ANNOTE ANNOTE ANNOTE ANNOTE

class Telecommunications Radio engineering Antennas Electromagnetics

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 journal article proceedings article report PhD thesis MSc thesis others total

This chapter gives some general statistical summaries of genetic algorithms in telecommunications literature. More detailed indexes can be found in the next chapter. References to each class (c.f table 2.1) are listed below: • Antennas 245 references ([11]-[255]) • Electromagnetics 209 references ([256]-[464])

number of items 5 1 330 464 8 10 5 15 838

• Radio engineering 139 references ([465][603])

Table 3.1: Distribution of publication type.

• Telecommunications 244 references ([604][847])

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 1986 1988 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

items 1 0 1 2 44 109 88 108 46 9 8 2

year 1987 1989 1991 1993 1995 1997 1999 2001 2003 2005 2007 2009

items 2 0 3 18 58 145 83 91 9 5 3 3 838

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

Table 3.2 gives the number of genetic algorithms in telecommunications papers published annually. The annual distribution is also shown in fig. 3.1. 5

6

Genetic algorithms in telecommunications

3.4 Total electromagnetics engineering telecommunications antennas radar medicine signal processing shape design telecommunication comparison microwaves hybrid patent inverse problems physics FEM parallel GA imaging others

Authors

Table 3.4 gives the most productive authors.

840 396 347 232 229 47 30 22 22 16 16 15 15 14 14 12 12 11 11 1859

Table 3.3: The most popular subjects.

total number of authors Michielssen, Eric Mittra, Raj Haupt, Randy L. Weile, Daniel S. Rahmat-Samii, Yahya Altshuler, Edward E. Johnson, J. Michael Linden, Derek S. Mohammed, Osama A. Chambers, B. 3 authors 5 authors 4 authors 3 authors 13 authors 28 authors 71 authors 196 authors 1183 authors

1516 30 23 20 18 16 12 12 12 12 10 9 8 7 6 5 4 3 2 1

Table 3.4: The most productive genetic algorithms in telecommunications authors. 6Genetic algorithms in telecommunications ccc c ccc c c 1000 c c c number of papers c c (log scale) c cccc s s s ss 100 cc c s cc s s s c ccc s c c c cc cccc 10 ss s cc c s c cc ss c cc s c c c s s s 1c cc s s 1960

2009/07/27

1970

1980 YEAR

1990

2000

Figure 3.1: The number of papers applying genetic algorithms in telecommunications (•, N = 840 ) and total GA papers (◦, N = 20821 ). Observe that the last few years are most incomplete in the database.

Geographical distribution

3.5

7

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. 2009/07/27

country Total United States United Kingdom Japan Italy China France South Korea Finland Germany Taiwan Singapore Spain Canada India Australia Switzerland Turkey Brazil Iran Israel Others

special n % 822 100.00 233 28.35 98 11.92 52 6.33 41 4.99 38 4.62 37 4.50 31 3.77 24 2.92 22 2.68 20 2.43 19 2.31 17 2.07 12 1.46 12 1.46 11 1.34 11 1.34 10 1.22 9 1.09 8 0.97 8 0.97 65 7.84

comparison δ[%] ∆[%] +0.70 +1.72 −6.01 +2.12 −0.29 +1.99 +1.49 −0.82 −4.24 +0.28 +1.48 +0.31 −0.11 −0.10 −1.12 +0.44 +0.77 +0.17 +0.75 +0.36 −0.81

+3 +17 −49 +74 −6 +79 +65 −22 −61 +13 +178 +18 −7 −6 −46 +49 +171 +18 +341 +59 −9

all N 19643 5432 2004 2423 563 965 493 448 735 1359 422 164 345 308 306 483 176 88 180 43 119 1700

% 100.00 27.65 10.20 12.34 2.87 4.91 2.51 2.28 3.74 6.92 2.15 0.83 1.76 1.57 1.56 2.46 0.90 0.45 0.92 0.22 0.61 8.65

Table 3.5: The geographical distribution of the authors working on genetic algorithms in telecommunications (n) compared (δ and ∆) to all authors in the field of GAs (N ). In the comparison column: nNT otal δ% = %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 in telecommunications 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.

8

Genetic algorithms in telecommunications

Chapter 4

Indexes 4.1

Books

Communications Quarterly Magazine,

The following list contains all items classified as books.

Comput. Commun. (Netherlands), Computer Communications, Electromagnetic Optimization by Genetic Algorithms,

Computer Networks,

[447] [819]

Electromagnetics,

[829] [707, 756]

[180]

Learning Algorithms: Theory and Applications in Signal Processing, Control and Communications, [751]

Electronics Letters,

Radiotherapy Treatment Planning: proaches, [600]

Electronics World,

[200]

Elektrie. (Germany),

[436]

[17, 29, 30, 612, 31, 36, 39, 626, 42, 49, 62, 65, 73, 79, 80, 97, 99, 504, 310, 517, 115, 693, 127, 135, 141, 555, 735, 157, 384, 207, 806]

New System Ap-

Telecommunications Optimization: Heuristic and Adaptive Techniques, [609]

Eur. Trans. Telecommun. Relat. Technol. (Italy),

Europhysics Letters,

[482]

Evolutionary Computation,

Journal articles

Fiber & Integrated Optics,

[683] [667]

Finite Elements in Analysis and Design,

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. Acta Electronica Sinica (China), Acta Physica Polonica A,

Health Physics,

[560]

High Technol. Lett. (China), IEE Proc. Commun. (UK),

[832] [799]

[720]

Ann. Oper. Res.,

[817]

[709]

[11, 55, 216, 438]

IEE Proceedings - Radar, Sonar and Navigation, [283]

Artif. Intell. Eng. Des. Anal. Manuf., Artificial Intelligence in Medicine,

IEE Proceedings J: Optoelectronics,

[461]

IEE Proceedings Microwaves, Antennas and Propagation,

[603]

[556, 206]

[820]

Artificial Intelligence in Engineering (UK),

IEE Proceedings Radar, Sonar and Navigation,

[717]

IEEE ACM Transactions on Networking,

[479]

342, 131, 184, 185, 407]

[139]

9

IEEE Communication Letters,

[812]

IEEE Communications Letter,

[632]

[558]

[721]

IEEE Antennas and Propagation Magazine,

[671]

[614, 616, 619, 623]

Communications Quarterly,

[445]

IEE Proceedings - Science, Measurement and Technology,

Ann. Telecommun. (France), [701, 178] ¨ Archiv f¨ ur Elektronik und Ubertragungstechnik,

Br. Telecommun. Eng. (UK),

[644, 795, 830]

IEE Proceedings - Microwaves, Antennas and Propagation,

[393]

Adaptive Behavior,

[281]

Forschung Komplementarmedizin Klass Naturheilkd, [263]

IEE Proceedings - Communications,

BT Technology Journal,

[519]

EURASIP Journal on Wireless Communications and Networking, [512]

total 5 books

4.2

[836]

[628]

Computers & Operations Research, From Natural to Artificial Swarm Intelligence,

[194]

COMPEL – The International Journal for Computations and Mathematics in Electrical and Electronic Engineering, [386]

[25, 27, 123,

10

Genetic algorithms in telecommunications

IEEE Communications Letters, IEEE Journal on Selecte,

IEICE Transactions on Communications,

[608, 649]

[613]

IEEE Journal on Selected Areas in Communications, [639,

Image and Vision Computing,

650, 660]

IEEE Microwave and Guided Wave Letters,

IEEE Microwave and Wireless Components Letters, IEEE Photonics Technology Letters, IEEE Potentials,

[503]

Information and Software Technology,

[588] [101]

[689, 728]

IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences, [679]

Information Processing Letters,

[634]

[674]

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

[665]

Int. J. Appl. Softw. Technol. (Canada),

[229]

IEEE Transactions on Aerospace and Electronic Systems, [493, 499]

Int. J. Imaging Syst. Technol. (USA),

[333]

[742] [596]

Int. J. Microwave Millimeter Wave Comput. Aided Eng.,

IEEE Transactions on Antennas and Propagation,

[28, 469, 34, 43, 276, 63, 69, 77, 295, 93, 299, 100, 102, 305, 108, 122, 536, 130, 140, 551, 146, 159, 160, 164, 170, 397, 181, 215, 219, 230, 233, 235, 453, 254]

IEEE Transactions on Applied Superconductivity,

[267,

271, 277, 307, 323, 324]

[570]

International Journal for Numerical Methods in Fluids, [446]

International Journal of Applied Electromagnetics and Mechanics, [266, 472] International Journal of Electronics,

[171]

IEEE Transactions on Circuit and Systems for Video Technology, [828]

International Journal of Numerical Modeling: Electronic networks, Devices and Fields, [361]

IEEE Transactions on Circuits and Systems - I: Fundamental Theory and Applications, [485]

International Journal of Satellite Communications,

IEEE Transactions on Circuits and Systems – I: Fundamental Theory and Applications, [546]

ITG-Fachber. (Germany),

IEEE Transactions on Circuits and Systems–I: Fundamental Theory and Applications, [663] IEEE Transactions on Communications,

IEEE Transactions on Consumer Electronics,

International Transactions in Operational Research, J. Electr. Eng. Inf. Sci. (Taiwan), J. Heuristics (Netherlands),

[793]

[759] [450]

J. Microw. Power Electromagn. Energy (USA),

[643]

IEEE Transactions on Electromagnetic Compability,

[489]

IEEE Transactions on Electromagnetic Compatibility, [287, 291, 495, 375]

J. Phys. III (France),

[325]

IEEE Transactions on Evolutionary Computation,

[467,

J. Shanghai Jiaotong Univ. (China),

[775] [823]

Journal of Advanced Computational Intelligence and Intelligent Informatics, [513] Journal of Applied Clinical Medical Physics,

633, 637, 831, 839]

IEEE Transactions on Industrial Electronics,

[638]

Journal of Applied Physics,

IEEE Transactions on Industry Applications,

[320]

Journal of Geomagnetism and Geoelectricity,

IEEE Transactions on Instrumentation and Measurement, [321] [265]

IEEE Transactions on Magnetics, 264, 313, 364, 409, 440,

[488]

[357]

Journal of Heuristics (Netherlands),

[455]

[757]

Journal of Information Science and Engineering,

IEEE Transactions on Magentics,

269, 273, 274, 282, 293, 294, 315, 316, 318, 328, 527, 118, 365, 371, 387, 389, 390, 392, 420, 421, 422, 423, 425, 428, 441, 443, 451, 457, 458, 459]

Journal of Lightwave Technology,

[256, 257, 260, 300, 301, 304, 338, 341, 345, 399, 401, 402, 429, 431, 432,

261, 306, 356, 403, 433,

262, 312, 360, 406, 434,

[297, 496, 497, 509, 326, 602]

IEEE Transactions on Networking, IEEE Transactions on Reliability,

[803]

Journal of Modern Optics,

[640]

Journal of Neuroscience Techniques,

IEEE Transactions on Systems, Man, and Cybernetics B, Cybernetics, [805] IEEE Transactions on Vehicle Technology,

Journal of Synchrotron Radiation, [427] [380]

776, 824]

[468]

Medical Physics,

[477, 545, 554, 578, 599]

Microw. Opt. Technol. Lett. (USA),

[607, 651,

[378]

Microwave Opt. Technol. Lett., [424]

[730]

[347]

Med. Dosim.,

Microwave Opt. Tech. Lett., Nucl. Med. Commun,

[598]

Optical Engineering,

[825]

[579]

[430]

[564, 165, 190]

Microwave and Optical Technology Letters,

[788]

IEEE Transactions on Vehicular Technology, IEEE/ACM Transactions on Networking,

[358]

Measurement Science & Technology,

[620]

[286, 290,

302, 314]

Magnetic Resonance Imaging,

IEEE Transactions on Selected Areas in Communications,

IEICE Trans. Electron. (Japan),

Journal of Magnetism and Magnetic Materials,

Magn. Reson. Med. (USA), [706, 718]

[625]

[662]

Journal of Parallel and Distributed Computing,

IEEE Transactions on Microwave Theory and Techniques,

[398]

[396]

J. Tsinghua Univ., Sci. Technol. (China),

IEEE Transactions on Energy Conversion,

[666]

[208]

J. Jpn. Soc. Simul. Technol. (Japan),

[606]

[629]

[580]

[288, 575, 413]

Theses

11

Optical Fiber Technology, Optics Communications,

4.3.2

[800] [659]

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

Optics Letters,

[526]

PC AI (USA),

[770]

Phys. Med. Biol.,

[481, 487, 597]

Physica D,

[377]

Physical Review B,

[354, 454]

Radio Science,

Bournemouth University,

University of Genova?,

[518]

University of Illinois at Urbana-Champaign,

[478]

[124]

total 5 thesis in 4 schools

Science, Measurement & Technology, IET,

Surv. Geophys.,

[491, 107]

[484, 494]

[94, 228]

Stud. Inf. Control (Romania),

[801]

Helsinki University of Technology,

Physics in Medicine and Biology, Physics in Medicine & Biology,

Master’s theses

[322]

4.4

[749]

Report series

[330]

The European Physical Journal, Applied Physics,

[259]

The International Journal for Computation and Mathematics in Electrical and Electronic Engineering, [319] Tiede,

[501]

Tien Tzu Hsueh Pao,

[710]

Trans. Inf. Process. Soc. Jpn. (Japan),

Bellcore,

[755]

Trans. Inst. Electr. Eng. Jpn. C (Japan), [838]

University of East Anglia,

University of Texas at El Paso,

[166]

University of Vaasa,

[763]

[255, 847]

University of Waterloo, [653] VTT Automation,

Wirel. Pers. Commun. (Netherlands),

[521]

[682]

[700]

Transactions of the Institute of Electrical Engineers of Japan C, [456] VHF Communications,

[843]

Helsinki University of Technology,

[818]

Trans. Inst. Electron. Inf. Commun. Eng. A (Japan), Trans. Korean Inst. Electr. Eng. (South Korea),

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.

[544]

[394]

total 8 reports in 7 institutes

total 330 articles in 147 series

4.5 4.3

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.

Patents

The following list contains the names of the patents of genetic algorithms in telecommunications. The list is arranged in alphabetical order by the name of the patent. A packet scheduler and method,

4.3.1

PhD theses

Arizona State University, ETH,

[645]

Apparatus and method for determining optimal locations to place radioactive seeds at a cancerous site, [466]

[309]

Designs for wide band antennas with parasitic elements and a method to optimize their design using a genetic algorithm and fast integral equation technique, [96]

[391]

Ecole Centrale de Lyon, [336] Helsinki University of Technology, Polytechnic University,

[680]

University of Adelaide,

[505]

University of Nevada,

[47]

Utah State University,

[308]

Wayne State University, [520]

[475, 796]

Directionally compositing method for conformal array antenna and medium storing the method, [213] Element thinning method of array antenna and storage medium recording element thinning program of array antenna, [95] Method and device for controlling communication service quality, [617] Method for creation of planar or complex wavefronts in close proximity to a trasmitter array, [61] Method for deciding base station arrangement pattern,

total 10 thesis in 9 schools

[648]

12

Genetic algorithms in telecommunications

Method for the positioning of electromagnetic sensors or transmitters in an array, [21] Method of arranging magnet,

[327]

Methods for allocating channels in a radio network using a genetic algorithm, [583] Process for the design of antennas using genetic algorithms, [199]

Prostate implant planning engine for radiotherapy,

[486]

Traffic routing in a telecommunications network, [635, 713] total 14 patents

Authors

4.6

13

Authors

The following list contains all genetic algorithms in telecommunications authors and references to their known contributions.

Abedi, Saied,

[626, 644, 660]

Altuna, J.,

[652]

Baodong, Bai,

[273] [303]

Abramson, David,

[502]

Alvila, S. L.,

[312]

Barba, P. Di,

Abuali, Faris M.,

[846]

Amin, S.,

[671]

Barkeshli, K.,

[289]

Abuali, Faris N.,

[670]

Amiri, N. Mahdavi,

[289]

Bar Natan, V.,

[825]

Barnatan, V.,

[790]

Barolli, L.,

[818]

Barral, D.,

[652]

Barranon, Armando,

[280]

Bartoli´ c, J.,

[70]

Basch, B. F.,

[59]

Baskeshki, K.,

[348] [312]

Adamson, Kenny,

[624]

Amols, Howard I.,

[488]

˚ Ahlfledt, Andres,

[222]

Anagnostakis, K.,

[809]

Ahmad, Sabbir U.,

[474]

Anagnostopoulos, C.,

[654]

Ahmed, M.,

[605]

Anagnostopoulos, I.,

[654]

Ahn, Byung Ha,

[498, 500]

Anagnostopoulos, K. P., [657]

Ahn, Sunah,

[839]

Anderson, A. P.,

Ahola, Heikki,

[394]

Aidley, R. J.,

[207]

Aiello, Giovanni, Aittoniemi, Kari, Akdagli, A.,

[11]

Arabas, Jaroslaw,

[637]

Akhtari, M.,

[358]

Arabas, Jaroslaw,

[547]

Aksun, M. I.,

[235]

Ares, F.,

Aktaa, J.,

[115, 524,

525, 117, 141, 175, 188]

Anon.,

[501]

Bastos, J. P. A.,

Ansorge, R. E.,

[267]

Batchelor, J. C.,

[55, 65]

[262]

Antoni, G. D.,

[742]

Batistela, N. J.,

[312]

[394]

Ara, K.,

[357, 456]

Beauvarlet, Didier,

[33]

Bebermeyer, R.,

[522, 112]

Beckmann, D.,

[784]

Beckmann, Dirk,

[789, 824]

Belmans, R.,

[351]

Ares-Pena, Francisco J., [230]

Bendu, Bai,

[471]

Arkadan, A. A.,

[256]

Benedetti, Manuel,

[321]

Armogida, A.,

[12]

Benedickter, H. R.,

[419] [771, 780, 782]

[302]

Alander, Jarmo T.,

[103, 104, 105, 685, 417, 254, 255, 847]

[31, 36, 80,

93, 132, 135, 555, 161]

Alatan, Lale,

[235]

Albanese, Raffaele,

[266]

Artuzi, Jr., Wilson A.,

[89]

Benjapolakul, Watit,

Albero-Ortiz, Antonio,

[509]

Au, Wing K.,

[704, 577]

Berlage, O.,

[728]

Alexander, Martin J.,

[489]

Aubry, Claude,

[21]

Berry, L. T. M.,

[672]

Berthiau, G.,

[259]

Alfonzetti, Salvatore,

[262, 294]

Ali, A. S.,

[116]

Aljibouri, B.,

[17]

Alkanhal, Majeed A.,

[737]

Almeida, L. A. L.,

[290]

Alotto, P. G.,

[428]

Alphones, A.,

[346]

Al-Rumaih, Adel,

[604]

Alshebeili, Saleh. A.,

[737]

Altman, Zwi A.,

[16, 49, 220,

216]

Bessaou, Mourad,

[439]

Aygun, K.,

[378]

Bhanu, Bir,

[503]

Babu, G. Phanendra,

[674]

Bi, C.,

[441]

Bachelet, Vincent,

[630]

Bigeon, J.,

[402]

B¨ achtold, W.,

[419]

Bilbro, Griff L.,

[608, 808]

Bahr, Michael,

[516, 109]

Bilotti, Filiberto,

[66]

Bajwa, A.,

[279]

Bing, Han,

[832]

Bala, Jerzy,

[568]

Birand, M. Tuncay,

[235]

Balaji, N.,

[510, 511]

Biro, O.,

[457, 458, 459]

Blun´ ar, K.,

[802]

[145, 159,

182, 183, 214]

Altshuler, Edward E.,

[28, 100, 131, 160, 571, 184, 191, 194, 199, 229, 227, 245]

Altshuler, Edward F.,

Austin, B. A.,

[148]

Balaram, A.,

[761]

Baldi, M.,

[760]

Baltas, D.,

[490, 492, 599]

Boag, Alona,

[130, 159]

Bandyrska, Oresta,

[766]

Boag, Amir,

[109, 130, 146]

Boag, A.,

[110, 332,

334, 155, 376]

14

Genetic algorithms in telecommunications

Boang, Amir,

[516]

Caminada, Alexandre,

[833]

Chen, Shih-An,

[643]

Boeringer, D. W.,

[64, 75, 99]

Canova, Aldo,

[306]

Chen, Wei-Ting,

[272]

Boesiger, P.,

[427]

Caorsi, Salvatore,

Chen, Y.,

[553, 560]

Cheng, G.,

[479]

Cheng, Jui-Ching,

[226, 234]

Cheng, Ray-Guang,

[718]

Cheng, Sheng-Tzong,

[803]

Cheng, T. H.,

[761]

Cheng, Yu-Yi,

[596]

Cheon, Changyul,

[537]

Chew, W. C.,

[134, 548, 410]

Chiba, Isamu,

[95]

Chin, Leonard,

[144]

Chincarini, A.,

[518, 527]

Chiu, Chien-Chien,

[556]

Chiu, Chien-Ching,

[272, 60]

[472, 276,

295, 299, 395, 453]

Bogy, D. B., Bohme, J. F., Bolivar, U. S., Bonabeau, Eric, Bonefaˇ ci´ c, D.,

[338]

Capozzoli, A.,

[77]

Carpenter, T. A.,

[267, 347, 380]

Carpenter, Tamra,

[675, 756, 843]

Carpes Jr., W. P.,

[312]

Carrasco, R. A.,

[652, 677]

Carse, Brian,

[736]

Castellana, Francesco,

[66]

Caswell, David J.,

[98]

Cavaliere, V.,

[271, 277, 381]

Ceciliano, J. L.,

[822]

Celli, G.,

[696]

[114, 253] [150] [819] [70]

Borges, Carlos M.,

[631]

Botha, E.,

[198]

Bouji, M.,

[256]

Bourbakis, N.,

[811]

Boyd, Richard V.,

[514]

Bracken, N. J.,

[76]

Brady, David J.,

[526]

Bramanti, A.,

[303]

Brandstatter, B.,

[428]

Chahravarty, Sourav,

[473, 296,

495, 305]

Chakravarty, Sourav,

[297]

Chlamtac, Imrich,

[748]

Brann, Christopher W., [197]

Chamaret, B.,

[557]

Cho, D. H.,

[421]

Chambers, B.,

Cho, Ding-Hyeouk,

[264]

Branner, G. R.,

Cho, Dong-Hyeok,

[260, 366]

[223]

Braun, R. M.,

[795]

Bray, M. G.,

[515, 517, 335, 117, 534, 141, 558, 175, 188, 207]

Chandrasekharam, R.,

[177, 573]

Cho, Han-Sam,

[264]

[75]

Chang, Chung-Ju,

[718, 829]

Choi, Andy,

[686, 708, 729]

Bressgott, Wolfgang,

[772]

Chang, F. L.,

[845]

Choi, H.-K.,

[136]

Brewer, D. A.,

[716]

Chang, Li-Chung T.,

[34]

Choi, Kyeong-Dal,

[324]

Brittain, D.,

[716]

Chang, O.,

Choi, Yanghee,

[750]

Brown, Andrew D.,

[293, 304]

Choo, H.,

[30]

Brown, J. M.,

[783]

Choo, Hosung,

[285, 101]

Brown, Richard,

[545]

Chou, D. C.,

[22]

Bruten, J.,

[720]

Chou, Der-Chorng,

[20]

Bucci, O. M.,

[77]

Chou, H. H.,

[792]

Buckley, M. J.,

[149]

Chou, Hsinghua,

[633]

Bull, D. R.,

[533]

Chou, L. D.,

[758]

Burais, No¨ el,

[341]

Cheldavi, Ahmad,

[258]

Chou, Li-Der,

[689, 698, 799]

Burkhardt, S.,

[365]

Chellapilla, Kumar,

[202]

Chu, C. H.,

[792]

Burnham, K. J.,

[528, 549, 587]

Chelouah, Rachid,

[259]

Chu, Chao-Hsien,

[633]

Burnside, Walter D.,

[34]

Chen, C. Harry,

[201]

Chu, Fu-Lai,

[180, 190]

Butler, C. M.,

[42]

Chen, Chien-Hung,

[60, 224]

Chuang, C. S.,

[22]

Butler, Chalmers M.,

[84, 94, 96]

Chen, J. R.,

[751]

Chuang, Ching-Song,

[20]

Cahill, B. J.,

[90, 379]

Chen, Jinu,

[656]

Chun, Jang-Sung,

Cai, Xiaofeng, Cal´ egari, Patrice,

[121, 126,

138, 150]

Chang, T.,

[770]

Chang, Wen-Whei,

[650]

Chao, Yuyan,

[513]

Chardaire, P.,

[697, 702]

Chebbo, H. M.,

[746]

Cheldavi, A.,

[382, 405,

412, 582, 414]

[46] [541, 557,

Chen, Judy,

[562]

Chen, K. M.,

[522]

563, 579]

Chen, Kun-Mu, Caminada, A.,

[352, 366,

389, 406]

[204]

536, 551, 140]

Chung, F.,

[804]

Chung, Tae Kyung,

[399]

Chung, Tae-Kyung,

[260]

[112, 122,

Authors

Chung, You Chung,

15

[44, 47, 51,

Dai, Jianrong,

[478]

Draney, Rodrick Kimball,

Damiani, E.,

[742]

Drize, M. A.,

[19]

D¨ andliker, Ren´ e,

[665]

Du, P.,

[256]

Daniel, J. P.,

[133, 168, 173]

Duc, C. O.,

[427]

Das, Sajal K.,

[767]

Duffo, Nuria,

[237]

Davies, P. G.,

[493]

Dufour, Stephane,

[269]

[308]

241, 250]

Chuprin, A. D.,

[55, 65]

Church, K. H.,

[62]

Ciesielski, Maciej,

[748]

Cingoski, V.,

[383, 434,

449, 450]

ˇ Cingoski, Vlatko,

[274]

Davis, Lawrence,

[841, 842]

Dulikravich, George S., [281]

Ciuprina, Gabriela,

[422, 440]

Davis, L.,

[757, 759]

Dumitrescu, C˘ at˘ alin,

[422]

Clark, John A.,

[634]

Dawoud, M. M.,

[115, 524, 525]

Duran, F.,

[121, 126, 138]

Dur´ an, Filinto,

[25]

Eason, S. D.,

[41]

Eclercy, D.,

[165, 178]

Edwards, J. A.,

[531, 532]

Clegg, Janet,

[489]

Dawson, J. F.,

[379, 162]

Cochrane, P.,

[671]

Dawson, John F.,

[489]

Coghill, G. C.,

[678]

Dawson, Linda,

[489]

Cohen, N.,

[139, 176]

Dazhen, Ye,

[709]

Coleman, C. M.,

[59]

Colombano, Silvano P., [72] Colombel, F.,

[133]

Comellas, F.,

[840]

Comisky, William,

[53]

Constantinou, P., Contini, Fabrizio, Cook, G. G.,

[78] [546] [83, 207, 239,

249]

D´ıaz-Morcillo, Alejandro,

[509]

Edwards, R. M.,

[83, 207, 239,

249]

Deaquino, L. C. F.,

[565]

Elbaum, Reuven,

Deassis, F. M.,

[565]

Elkamchouchi, Hassan M.,

Deaven, D. M.,

[354]

El-Khamy, Said E.,

[85]

[699, 730] [68]

Deep, G. A.,

[290]

El-Tayeb, Ashraf A.,

[85]

Delabie, C.,

[384]

Emson, C. R. I.,

[328]

De Barmon, B.,

[259]

Engelbrecht, A. P.,

[724]

D’Elia, G.,

[77]

Enokizono, M.,

[385]

De Miguel, I.,

[667]

Eom, Jae-Boo,

[286]

Coombs, Susan,

[841, 842]

De Ranter, C.,

[476]

Eranda, C.,

[428]

Corno, Fulvio,

[760, 826]

Dennis, Brian H.,

[281]

Erdemli, Y. E.,

[102]

Correia, Davi,

[225]

Desanctis, E.,

[743]

Erg¨ un, Cem,

[606]

Costa, Antonio,

[299]

Descardeci, Jos´ e Ricardo,

Erni, D.,

[419]

Costamagna, E.,

[696]

Deshpande, Manohar,

[507]

Ersoy, Cem,

[676]

Coulomb, J. L.,

[396, 425]

Dexin, Xie,

[273]

Ersoy, C.,

[820]

Courtney, Clifton C.,

[61]

Dey, S.,

[145]

Evans, H.,

[17]

Cox, L. A.,

[759]

Dianati, Mehrdad,

[653]

Everett, M. E.,

[455]

Cox, Jr., L. A.,

[757]

Dias, Alexandre H. F.,

[300]

Ezzell, G. A.,

[468]

Ezzell, Gary Allen,

[520]

Fabbricatore, P.,

[527]

Falc´ on, W.,

[652]

Fan, Mengbao,

[317]

[89]

Crisan, Christine,

[738, 785]

Dilettoso, Emanuele,

[294, 318]

Cuenca, Cristina,

[739, 786]

Dillon, N.,

[347, 380]

Cui, Hong-Liang,

[67]

Ding, Zhenyu,

[275, 278]

Cui, S. M.,

[564, 580]

Ditchman, Christopher, [404, 215]

Cuihong, He,

[741]

Do, Wei-Yuan,

[625]

Cuppini, M.,

[519]

Donelli, Massimo,

[321]

Fang, Liu,

[590]

Curran, Edwin P.,

[624]

Dorado, Julian,

[550]

Fanni, A.,

[696, 345]

Cuthbert, J. A.,

[795]

Dorigo, Marco,

[819]

Fanni, Alessandra,

[350, 387, 451]

Cwik, Tom,

[404, 215]

Dorne, Rapha¨ el,

[529, 535, 543]

FaraydeAquino, L. C.,

[567]

Czarnecki, C. A.,

[542]

Dowd, P.,

[544]

Farina, M.,

[303]

Daendliker, Rene,

[655]

Drabe, Thorsten,

[772]

Farrel, C.,

[673]

Fang, D. G.,

[48, 564, 580,

426]

16

Genetic algorithms in telecommunications

Feng, N. N.,

[426]

Gaspar, L.,

[468]

Hahn, Seung-Yong,

[324]

Ferguson, Bradley,

[505]

Gazan, C.,

[820]

Hahn, Song-yop,

[324]

Fernandez, F. Anibal,

[539]

Ge, S. S.,

[441]

Hahn, Song-Yop,

[537, 349,

356, 399]

Fern´ andez-Pantoja, M., [29] Fernandez-Villanacas, J.-L.,

[671]

Gearhart, Steven S.,

[221]

Gegout, Cedric,

[21]

Ferraro, A. J.,

[182, 589]

Gemme, G.,

[527]

Ferraro, Anthony J.,

[193]

Gen, Mitsuo,

[814]

Ferrarotti, A.,

[743, 744]

Geraldo, R. Mateus,

[827]

Fisher, B. J.,

[347, 380]

Gielen, G.,

[476]

Fisher, M. H.,

[528, 549]

Gil, J.,

[835] [845]

Hale, P. G.,

[716]

Hall, L. D.,

[267, 347, 380]

H¨ am¨ al¨ ainen, Matti,

[270]

Hameyer, K.,

[351]

Hamza, Rida,

[577]

Han, Jin-Ho,

[324]

Han, Ki-Jin,

[264]

Floriani, Lauro,

[827, 833]

Gillis, P.,

Hanzo, Lajos,

[639, 74]

Fl¨ uhler, H.,

[419]

Glass, Carl E.,

[514]

Hanzo, L.,

[618]

Fogarty, Terence C.,

[736]

Goldberg, David E.,

[143, 374, 375]

Hao, Jin-Kao,

[529, 535, 543]

Formato, Richard A.,

[166, 200]

Gomez, L.,

[187]

Hari, K.C.,

[322]

Formisano, A.,

[271, 277, 381]

G´ omez-Martin, R.,

[29]

Harms, Paul H.,

[32]

Foroozesh, Ali Reza,

[258]

Gondim, Paulo R. L.,

[731]

Hartmann, Alexander K.,

Fountain, T. Lynn,

[32]

Gong, Zhong Lin,

[23]

Harvey, James F.,

Franceshetti, G.,

[31]

Gonte, Frederic,

[655]

Haupt, Randy L.,

Freeman, E. M.,

[443]

Gont´ e, Fr´ ed´ eric,

[665]

Freeman, Ernest M.,

[265]

Gonz´ alez, Fabio,

[506, 508]

Freschi, Fabio,

[319]

Gonzalez, J. C.,

[667]

Fridman, Peter,

[483]

Gordon, Richard K.,

[367]

Friedrich, M.,

[457]

Goswami, Jaideva C.,

[71]

Fr¨ ohlich, J¨ urg,

[391]

Gottvald, A.,

[457, 458]

Fu, J. S.,

[499]

Graciano, Carlos,

[827]

Fu, Jeffrey,

[144]

Group, UEA CALMA,

[682]

Fu, Yingshi,

[485]

Gruosso, Giambattista, [306]

¨ Fuat Uler, G¨ ok¸ce,

[329, 343, 344, 359, 364, 369, 392, 409, 413]

Fukusako, T.,

Guangzheng, Ni,

[282, 403]

Guidec, Fr´ ed´ eric,

[541, 557,

563, 579] [240]

Fulginei, Francesco Riganti,

[301]

Fumagalli, Andrea F.,

[748]

Funabiki, N.,

[838]

Fung, Albert Y. C.,

[488, 494]

Furntratt, G.,

[428]

Fuss, R.,

[263]

Gallagher, R. J.,

[597]

[454]

[226, 234]

[37, 51, 108, 116, 118, 123, 342, 127, 128, 129, 147, 153, 167, 185, 238, 241, 248, 250, 251, 252]

Haupt, Randy,

[44]

Haupt, S. E.,

[167]

Hayakawa, M.,

[449]

He, C. H.,

[740]

He, L.,

[619]

He, Lifeng,

[513]

He, S.,

[659]

Herscovici, Naftali,

[292]

Herscovici, N.,

[70]

Herzig, Hans Peter,

[655, 665]

Gunavathi, K.,

[745, 791]

Heudin, Jean-Claude,

[739, 786]

Gunel, T.,

[398]

Hewitt, J.,

[687]

Heyman, E.,

[82]

Higashikawa, Kohei,

[323]

Higuchi, Tetsuya,

[773]

Higuchi, T.,

[725, 733]

Hilaire, V.,

[204]

Hill, Stephen,

[645]

Hillermeier, C.,

[747]

G¨ uney, Kerim,

[171]

G¨ uney, K.,

[11]

Gutowska, M. U.,

[393]

Gutowski, M.,

[393]

Haala, Jens,

[497]

Haas, O. C. L.,

[528, 549,

Gallardo, Antonio,

[257]

Gao, D. Y.,

[163]

Habib, Ibrahim W.,

[620]

Himdi, M.,

[133, 168, 173]

Gao, Ziyu,

[46]

Habib, Ibrahim,

[642]

Hippner, M.,

[311]

Garc´ıa-M¨ uller, P. L.,

[79]

Hacioglu, Kadri,

[606]

Hirano, Naoki,

[323]

Garrell, Josep-Maria,

[287]

Hagen, J. v.,

[442]

Hiroyasu, Tomoyuki,

[661]

587, 600]

Authors

17

Ho, K. M.,

[354]

Ilavarasan, Ponniah,

[112, 122, 536]

Joines, William T.,

[27]

Hodjat, Farokh,

[258]

Ilavasaran, P.,

[522]

Jolly, Laurent,

[316, 320]

Holland, O.,

[720]

Ilvonen, Mikko,

[491]

Jones, A.,

[576]

Holtzman, R.,

[82]

Im, J. W.,

[431]

Jones, Dennis P.,

[226, 234]

Homma, Naoki,

[88]

Inaba, Takeshi,

[513]

Jones, E. A.,

[164]

Hong, Ki-Sang,

[465]

Inan, S.,

[363, 594]

Jones, Eric A.,

[27]

Hong, Sun-Ki,

[315, 406]

Inasawa, Yoshio,

[648, 95]

Josselin, S.,

[557]

Hong, Wei,

[275, 278, 435]

Ince, T.,

[594]

Joubert, J.,

[198]

Honkanen, Jukka,

[521]

Inoue, Masayoshi,

[323]

Jouny, I.,

[585]

Hoofar, Ahmad,

[202]

Ioan, Daniel,

[422, 440]

Jouny, Ismail I.,

[584]

Hoole, S. R. H.,

[373]

Irving, M. R.,

[746]

Jung, H. K.,

[421]

Hori, Toshikazu,

[88]

Ishiguro, Akio,

[333, 464]

Jung, Hyun Kyo,

[537, 356]

Hornby, G. S.,

[106]

Ishiyama, A.,

[268, 432]

Jung, Hyun-Kyo,

Horrell, J. M.,

[137]

Itakira, S.,

[240]

Hortos, William S.,

[664, 774, 810]

Itoh, T.,

[496]

Howland, P. E.,

[445]

Ivanchenko, Elena V.,

[105]

Hsu, D. F.,

[765]

Ivanov, S. A.,

[19]

Hu, C. N.,

[22]

Izabelle, A.,

[396, 425]

[260, 264, 315, 324, 349, 352, 366, 389, 406]

Jung, Sang-Yong,

[315]

Jung, Tae-Gyoung,

[366]

Junker, Gregory P.,

[201]

Junli, Zheng,

[823]

Juntti, M. J.,

[762]

Juodis, L.,

[482]

Kai, T.,

[385]

Hu, Cheng-Nan,

[20]

Jabbar, M. A.,

[316, 320]

Hu, Rong,

[581]

Jackson, Bill,

[595]

Hu, Yu,

[298]

Jacob, Jeremy L.,

[634]

Huang, Pingjie,

[317]

Jagiela, M.,

[313]

Huang, R. H.,

[765]

Jahn, Axel,

[629]

Huang, R.,

[719]

Jaimes-Romero, Fernando J.,

Huang, Runhe,

[722, 753]

Jain, L. C.,

[218]

Kaminsky, Alan Richard,

Huang, Samuel,

[562]

Jain, Prachi,

[821]

Kanatas, A.,

[78]

Huang, Yong,

[35]

James, Peter,

[119, 538]

Kaneda, K.,

[383, 434]

Hughes, E. J.,

[493, 566]

Jang, Jeong-Hun,

[465]

Kaneko, Koji,

[648]

Hughes, Evan J.,

[467]

Jecko, B.,

[165, 178]

Kang, Beom-Soo,

[286]

Hung, C. I.,

[22]

Jen, Lim Chong,

[474]

Kang, Hyon G.,

[607, 651]

Hung, Chia-I,

[20]

Jeon, Byoung-Ki,

[465]

Kang, K.,

[73]

Hurley, S.,

[576]

Jeon, Seok Hee,

[615]

Kaplan, Ahmet,

[171]

Hurley, Steve,

[787]

Jeong, Weui-Bong,

[286]

Kapsalis, A.,

Kamarei, M.,

[382, 405,

412, 582, 414]

[732]

Kamel, K.,

[605]

Kaminsky, A. R.,

[569] [583]

[530, 697,

702, 559]

Hussein, Yasser A.,

[309]

Jezic, G.,

[794]

Hutani, A.,

[30]

Jimenez, M.,

[126, 138, 150]

Hwa, Er Meng,

[474]

Jin, D. X.,

[564, 580]

Hwang, Hee-Soo,

[700]

Jin, J.,

[340]

Hwang, Lain-Chyr,

[829]

Jingen, Qian,

[282]

Hwang, Ren-Hung,

[625]

Johnson, J. Michael,

Hwang, Sang-Moon,

[286]

Ikeda, H.,

[268, 432]

Johnson, J. M.,

Ikezoe, J.,

[598]

Joines, W. T.,

Karaboˇ ga, Dervi¸s,

[171]

Karabo˘ ga, Nurhan,

[171]

Karamalis, P.,

[78]

Karouzakis, K.,

[490, 492]

Karunanithi, Nachimuthu, [523, 337, 353, 355, 368, 169, 407, 408, 192, 233, 247, 248]

[675, 756,

843]

Kasai, N.,

[268, 432]

[247]

Kasper, Manfred,

[359, 392, 413]

[164]

Kassotakis, I.,

[714, 764]

18

Genetic algorithms in telecommunications

Kassotakis, Ioannis E.,

[613]

Kitamichi, J.,

[838]

Kwong, Sam,

[812]

Kastner, R.,

[82]

Klark, K.,

[208]

Kwong, S.,

[638]

Katehi, Linda P. B.,

[226, 234]

Klimov, K. N.,

[19]

Lagault, G.,

[717]

Katsavounis, S.,

[657]

Knowles, J.,

[614]

Lagouanelle, Jean-Louis, [423]

Kawamura, Takao,

[668]

Ko, K. T.,

[754]

Lahanas, M.,

[490, 492, 599]

Kayafas, E.,

[654]

Ko, King-Tim,

[812]

Lahdelma, Risto,

[690]

Kemp, B.,

[162]

Koh, C.,

[329]

L¨ ahteenm¨ aki, J.,

[586]

Kent, Simon,

[398]

Kojima, F.,

[284]

Lahtinen, Jussi,

[798]

Kerkhoff, Aaron,

[57]

Konak, A.,

[816]

Lai, W. K.,

[678]

Laitinen, E.,

[586]

Lamont, Gary B.,

[98, 210]

Lane, R.,

[545]

Langer, Mark,

[545]

Laporte, Bernard,

[269]

Lau, Wai Kit,

[212, 244]

Law, N.,

[777]

Leblebicioˇ glu, Kemal,

[235]

Leblebicioglu, K.,

[363, 594]

Lee, B. G.,

[688, 701]

Lee, Byeong Gi,

[706]

Lee, C. G.,

[421]

Kermani, Parviz,

[620]

Kong, K. K.,

[531]

Kesler, Morris P.,

[32]

Koppen, M.,

[263]

K.Fidler, J.,

[125]

Koshelev, Misha,

[763]

Khalaf, Loay D.,

[570]

Kosmopoulos, S. A.,

[743, 744]

Khamas, S. K.,

[207, 239]

Kostrzewski, Andrew A., [562]

Khuri, S.,

[804]

Koukam, A.,

[204]

Kieronska, Dorota H.,

[673]

Kowata, N.,

[383]

Kikuchi, Hisakazu,

[656]

Koyama, A.,

[818]

Kikuchi, T.,

[598]

Koza, John R.,

[53]

Killat, U.,

[784]

Kozakowski, P.,

[203]

Killat, Ulrich,

[789, 824]

Kozdrowski, Stanislaw, [637]

Kim, Chong Sang,

[750]

Kr¨ ahenbuhl, Laurent,

[439]

Lee, C. K.,

[438]

Kim, Dai H.,

[562]

Kr¨ ahenb¨ uhl, L.,

[331]

Lee, C. S.,

[695]

Kim, Daijin,

[839]

Krahenbuhl, L.,

[371]

Lee, Chae Y.,

[607, 651]

Kim, Gil-Sang,

[700]

Kr¨ ahenb¨ uhl, L.,

[390, 401]

Lee, Cheol-Gyun,

[260, 315]

Kim, Hyeongdong,

[504]

Krahenbuhl, L.,

[420]

Lee, Ching Kwang,

[15, 452]

Kim, Hyeong-seok,

[537]

Kraus, William F.,

[72]

Lee, E. K.,

[597]

Kim, J.- S.,

[544]

Krause, Jeffrey L.,

[593]

Lee, Hagyu,

[793]

Kim, Jae-Kwang,

[315]

Krishnan, S.,

[761]

Lee, Hong-bae,

[537]

Kim, Jeongdal,

[562]

Krzanowski, R. M.,

[797]

Lee, Hong-Bae,

[356]

Kim, Juno,

[537, 356]

Kubota, N.,

[284]

Lee, Jeongheum,

[504]

Kim, K. S.,

[688, 701]

Kuehner, W.,

[759]

Lee, Ji-Kwang,

[324]

Kim, Kyeong Soo,

[706]

Kulkarni, S. V.,

[322]

Lee, Ju-Hyun,

[750]

Kim, Min-Kyu,

[406]

Kumar, A.,

[605]

Lee, O.,

[545]

Kim, Nam,

[615]

Kumar, B. Preetham,

[223]

Lee, Seung-Wook,

[324]

Kim, Suk Ki,

[399]

Kumar, G. P.,

[674]

Lee, S.,

[835]

Kim, Tae-Jong,

[286]

Kumar, M. Shiva,

[628]

Lee, T. W.,

[211]

Kim, Woo-Seok,

[324]

Lee, T.,

[835]

Lee, Y. H.,

[90]

Lee, Yang-Han,

[643]

Lee, Yee Hui,

[242]

Kimura, Yasuko, Kinsner, W.,

Kumar, P. Sreenivasa,

[628]

Kuo, Steven S.,

[201]

[45] [552]

Kuonen, Pierre,

[541, 557,

Ki´s, Yaroslav,

[766]

Kishimoto, M.,

[357, 456]

Kwak, Sang-Yeop,

[324]

Legault, G.,

[734]

Kiss, Takanobu,

[323]

Kwek, L. C.,

[640]

Lehtiniemi, Tuukka,

[107]

563, 579]

Authors

19

Leite, J. V.,

[312]

Liu, T. J.,

[48]

Mai, T. T.,

[646]

Leou, Jin-Jang,

[828]

Liu, W.-C.,

[216]

Maini, Harpal Singh,

[683]

Leung, Henry,

[485, 663]

Liu, Weixin,

[773]

Maiwald, D.,

[114, 253]

Leung, Yiu-Wing,

[831]

Liu, Wen-Chung,

[16, 49, 220]

Makariunas, K.,

[482] [446] [95]

Levy, Shuki,

[40]

Liu, W.,

[499, 725]

M¨ akinen, Raino A. E.,

Lewis, Andrew,

[502]

Liu, Xingzhao,

[679]

Makino, Shigeru,

Leyland, Maurice,

[467]

Liu, Yong,

[640]

Maldonado, Theresa A., [179]

Leyland, M.,

[566]

Liu, Yu,

[604]

Mallorqu´ı, Jordi J.,

[237]

Leyman, A. Rahim,

[474]

Liu, Z. J.,

[441]

Maloney, James C.,

[32]

Li, Ching-Lieh,

[596]

Lixu, Song Junde,

[807]

Man, K. F.,

[754]

Li, Dong Feng,

[23]

Lohn, J. D.,

[106]

Man, Kim F.,

[812]

Li, Eric S.,

[397, 189]

Lohn, Jason D.,

[72]

Man, Kim-Fung,

[638]

Ma˜ nana, Gabriel,

[506]

Manara, G.,

[12, 231]

Mani, G. S.,

[388]

Mann, J. W.,

[697, 752, 817]

Mann, Jason,

[635, 713]

Mansour, M. A.,

[532]

Marcano, Di´ ogenes,

[25]

Li, J. J.,

[73]

Long, Bruce,

[18]

Li, Junfei,

[310]

Lopez, Jorge A.,

[280]

Li, Qing,

[551, 140]

L´ opez, P.,

[36, 80, 93]

Li, V. O. K.,

[788]

Lotfy, Mona A.,

[85]

Li, Zhifang,

[102]

Louis, S. J.,

[703]

Li, Zuoyi,

[298]

Loumos, V.,

[654]

Liang, Charles S.,

[285]

Lovrek, Ignac,

[692]

Marcano, D.,

[121, 126, 138, 150, 154, 156, 174, 187]

Liao, Wen-Pin,

[180, 190]

Lovrek, I.,

[794]

Libonati, R.,

[41]

Low, T. S.,

[441]

Marchand, C.,

[386]

Licheng, Jiao,

[471, 590]

Lowther, David A.,

[257]

Marchesi, Michele,

[451]

Lieska, K.,

[586]

Lu, J. W.,

[39, 50]

Marchesi, M.,

[345, 350, 387]

Lilleberg, J. O.,

[762]

Lu, J.,

[659]

Marcos, F.,

[567]

Lim, E. G.,

[17]

Lu, L. L.,

[757, 759]

Marissal, Gerard,

[21]

Lim, M. H.,

[761]

Lu, N.,

[340]

Markaki, Maria E.,

[613]

Lima, A. M. N.,

[290]

Lu, X. S.,

[811]

Markaki, M.,

[714, 764]

Markus, K.,

[206]

Lin, Yi-Cheng,

[591]

Lin, Yingqiang,

[503]

Linden, D. S.,

Lu, Yilong,

[46, 52, 54, 539, 152, 170, 219, 243]

Lu, Y.,

[499, 144, 211]

Luongo, A.,

[307]

Lust, Lisa M.,

[32]

Ma, J. H.,

[765]

Ma, Jianhua,

[722, 753]

Ma, J.,

[719]

[106, 186]

Linden, Derek S.,

[26, 72, 131, 148, 160, 184, 191, 194, 199, 229, 227, 245]

Lindmark, Bj¨ orn, Ling, Hao,

[222] [43, 57, 285,

101, 310]

Marmelstein, Robert E., [210] Marousis, A.,

[78]

Mars, Phil,

[751]

Martin, Anthony Q.,

[84, 94, 172]

Martin, N. M.,

[218]

Martin, Peter N.,

[801]

Martini, Anna,

[321]

Ling, H.,

[30, 209]

Ma, Mingming,

[647]

Mart´ın, Antonio,

[287]

Lisk, Henrietta,

[658]

Machuga, D. W.,

[64, 75]

Martone, A.,

[277]

Lissajoux, T.,

[204]

Magele, C. A.,

[457, 458, 459]

Martone, R.,

[271, 277, 381]

Liu, Duixian,

[24]

Magele, C.,

[428]

Maruyama, Tamami,

[88]

Liu, K. J.,

[22]

Magin, R. L.,

[340]

Marvin, A. C.,

[90, 379]

Liu, Koong-Jeng,

[20]

Magnusson, Robert,

[179]

Marvin, Andrew C.,

[242]

Liu, Po-Tsun,

[556]

Mahlab, Uri,

[790, 825]

Massa, A.,

[295]

20

Genetic algorithms in telecommunications

Massa, Andrea,

[472, 321,

Miura, Amane,

[13, 58]

Musenich, R.,

[527]

Miyauchi, Masahiro,

[213]

Mutafungwa, Edward,

[621]

Miyokawa, T.,

[433]

Myllym¨ aki, Petri,

[798]

Mochizuki, T.,

[598]

Nabi, M.,

[322]

Nagano, T.,

[432]

395, 453]

Masullo, G.,

[277]

Mathew, J.,

[311]

Matsuda, Jun,

[617]

Matsuda, Koichi,

[327]

Mognon, Vilson Rodrigo,

McCormack, Christopher J.,

[89]

Moh, W. Melody,

[804]

Nagase, Yukinori,

[668]

Moha,ed H. Ramadan,

[85]

Nagaya, Shigeo,

[323]

[360]

Naghshineh, Mahmoud, [642]

[571,

251, 252]

McKay, R. I. (Bob),

[76]

Mohammed, O. A.,

McKenzie, S.,

[687, 778]

Mohammed, Osama A.,

McNay, D.,

[358]

[329, 343, 344, 359, 364, 369, 372, 392, 409, 413, 415, 416]

Mehrotra, Kishan,

[683]

Mohan, Chilukuri K.,

[683]

Mehrshahi, E.,

[348]

Mokhtari, M.,

[289]

Meier, D.,

[427]

Molinari, G.,

[428]

Meijer, Carl A,

[196]

Monorchio, A.,

[12, 29, 231]

Meinander, Tor,

[394]

Monz´ o-Cabrera, Juan,

[509]

Mellor, Phil H.,

[325]

Moon, Yoonkeon,

[793]

Meng, Z. Q.,

[592]

Moore, S. J.,

[834]

Morabito, F. C.,

[381]

Meng, Zhi Qi,

[575, 410]

Menhaj, Mohammad B., [641]

Moreno, E.,

[31, 36, 80,

93, 132, 135, 555]

Menozzi, John J.,

[251, 252]

Menozzi, Roberto,

[546]

Morrill, S.,

[545]

Messine, Fr´ ed´ eric,

[423]

Morris, J. R.,

[354]

Miazga, P.,

[547]

Mort, N.,

[619]

Nagshineh, Mahmoud,

[620]

Nakamura, Taketsune,

[323]

Nakaoka, Ken,

[617]

Nambiar, Raghu,

[751]

n,

[?] na, Gabriel Ma}ga06aGManana

Narita, M.,

[553, 560]

Nasrabadi, N.,

[544]

Neff, H.,

[290]

Nepa, P.,

[12]

Neri, Filippo,

[611, 610]

Nervi, M.,

[428]

Netter, D.,

[283]

Neubauer, A.,

[561]

Ngo, C. Y.,

[788]

Nice, William F.,

[685]

Nickolay, B.,

[263]

Michalewicz, Zbigniew, [669]

Mosallaei, H.,

[246]

Michalski, K. A.,

[288]

Mosallaei, Hossein,

[469, 69, 232]

Michielsen, Eric,

[130, 447]

Moses, Anthony J.,

[314]

Motegi, S.,

[818]

Nicolas, L.,

[331]

Moustafa, Mohamed,

[642]

Nieto, A.,

[154, 156]

Mrozowski, M.,

[203]

Nieva, R.,

[822] [433]

Michielssen, Eric, 109, 134, 374, 181,

[63, 326, 110, 332, 334, 526, 339, 358, 548, 143, 146, 151, 375, 376, 157, 158, 378, 411, 228, 461, 462, 463]

Nicolas, A., 516, 340, 155, 400,

[331, 371,

390, 401]

Michielssen, Eric,

[602]

M¨ uhlenbein, Heinz,

[738, 785]

Nishimura, Y.,

Miki, Mitsunori,

[661]

Muller, Daniel,

[21]

Nishino, T.,

[496]

Milickovic, N.,

[490, 492]

Muller, D.,

[420]

Nix, A.,

[533]

Miller, J. R.,

[307]

Munoz-Rodriguez, David,

Noakes, Geoffrey B.,

[221]

Mills, J. A.,

[528, 549, 587]

Munro, A.,

[736]

Nobary, Babak G.,

[641]

Ming, Wu,

[590]

Murakami, Kazuhito,

[513]

Nogarede, Bertrand,

[423]

Norgard, John,

[595]

Norman, Bryan A.,

[604]

Nussenschuck, S.,

[429]

Nyquist, D. P.,

[522]

[732]

Murakawa, Masahiro ,

[725, 733]

Mita, Y. Kasano abd N., [240]

Murakawa, Masahiro,

[773]

Mitchell, R. J.,

Muramatsu, Shogo,

[656]

Murase, K.,

[598]

Murgu, Alexandru,

[690, 715]

Murtagh, B. A.,

[672]

Ogino, Osao,

[617]

Muscat, Adrian F.,

[56, 217]

Oh, C. H.,

[640]

Mingliu, Zhang,

[282]

[117, 141,

175, 188]

Mittra, Raj,

[38, 473, 296, 297, 495, 305, 326, 516, 109, 130, 145, 146, 159, 572, 182, 183, 588, 214, 231, 442, 461, 462, 463]

Mittra, R.,

[110, 334]

Nyquist, Dennis P.,

[112, 122,

536, 551, 140]

Authors

21

O’Hara, Matthew A.,

[338]

Peixeiro, Cust´ odio,

[292]

Qinghua, Liu,

[316, 320]

Ohno, Y.,

[432]

Pendock, Neil,

[460]

Ra, J. W.,

[136, 142]

O’Keefe, S. G.,

[39, 50]

Peng, Yingning,

[35]

Ra, Jung Woong,

[540] [836]

Oki, Yoshiaki,

[213]

Pereira, J. F. Rocha,

[81]

Raghavan, S. V.,

¨ Oktem, M. Hakan,

[291]

P´ eriaux, Jacques,

[446]

Rahmat-Samii, Yahya,

Okubo, N.,

[574]

Perlin, Victor E.,

[662]

Okunieff, P.,

[479]

Perry, B. T.,

[59]

Olej, Vladim´ır,

[802]

Perry, R.,

[533]

Oleynik, Maxim P.,

[103]

Peter, Yves-Alain,

[655, 665]

O’Mahony, M. J.,

[726]

Peterson, Andrew F.,

[570]

Omeragic, Dzevat,

[71]

Petosa, A.,

[14]

O’Neill, D. J.,

[111]

Pham, Kim Khanh,

[21]

Onuki, T.,

[431, 433]

Philo, J.,

[145]

Orvosh, D.,

[757, 759]

Piasecki, Marcin,

[91]

Osorio, Manuel Fuentes, [292]

Piazza, Enrico,

[480]

Oswald, B.,

[419]

Piazzi, Aurelio,

[546]

Ottner, Stephen C.,

[627]

Picon, O.,

[384]

[676]

Pierre, S.,

[469, 54, 69, 523, 337, 353, 355, 368, 169, 407, 408, 192, 232, 233, 243, 246]

Rahmat-Samii, Y.,

[447]

Raiche, Art,

[330]

Rajanathan, Chinniah B.,

[261]

Ramalho, M. F.,

[735]

Ramberger, S.,

[429, 437]

Ramirez, J. A.,

[443]

Ram´ırez, Jaime A.,

[265]

Ranjithan, S.,

[326, 461]

Ranka, Sanjay,

[683]

Rao, K. Subba,

[510]

Rao, M. Srinivasa,

[510]

Raper, J.,

[797]

[717, 734, 805]

Rashid, Kashif,

[265]

[703]

Pinho, Pedro,

[81]

Rashid, K.,

[443]

[261]

Piotrowski, K.,

[393]

Ravikumar, C. P.,

[821]

Pachowicz, Peter W.,

[568]

Pitsillides, Andreas,

[837]

Rayward-Smith, Vic J., [530, 697, 702]

Pagana, E.,

[12]

Pitsillides, A.,

[809]

Rebaudengo, M.,

[760]

Pizarosso, M.,

[557]

Recine, Greg,

[67]

Plukis, A.,

[482]

Reeves, C. R.,

[549] [287]

˙ Oyman, A. Iirfan, Ozalaybey, S., ¨ Ozveren, C¨ uneyt S.,

Palmer, Charles Campbell, Pan, Hong,

[680]

[601]

Papagiannopoulou, M., [490, 492]

Pollack, Jordan B.,

[723]

Regu´ e, Joan-Ramon,

Papalambros, P. Y.,

[102]

Pollard, J. K.,

[693]

Reineix, A.,

[165, 178]

Parini, Clive G.,

Poon, K. F.,

[616]

Reininger, Philippe,

[833]

[56, 217]

[221]

Remeikis, V.,

[540]

Porter, Bradley G.,

[482]

Park, Cheol Hoon, Park, Francis Y.,

[727]

Porter, S. J.,

[90, 162]

Park, Fransis Y.,

[711]

Porter, Stuart J.,

[489, 242]

Renyuan, Tang,

[362, 370]

Park, Lae-Jeong,

[540]

Potter, Walter D.,

[845]

Repetto, Maurizio,

[306, 319]

park, Myung-Jin,

[324]

Prasad, Sheila,

[236]

Repetto, M.,

[428]

Park, S.,

[544]

Preis, K.,

[428, 457,

458, 459]

Park, Taehoon,

[651]

Parker, E. A.,

[55, 65]

Parodi, R., Passoupathi, V.,

Premkumar, G.,

[633, 792]

Primizia, M.,

[271, 277]

Pringle, Lon N.,

[32]

[527]

Requena-P´ erez, Maria E.,

[509]

Rezzoug, A.,

[283]

Rib´ o, Miquel,

[287]

Richomme, M.,

[402]

Richter, K. R.,

[428]

Ricudis, C.,

[809]

Qian, Zuping,

[275, 278, 435]

Righini, Fabio,

[472]

[472, 276,

295, 299, 321, 395, 453]

[132, 135,

555, 161, 230]

Pr¨ ugel-Bennett, Adam, [377]

[346]

Pastorino, Matteo,

Rengarajan, S. R.,

Paul, H.,

[712]

Qin, Z. G.,

[777]

Riznyk, Volodymir,

[766]

Pazos, Alejandro,

[550]

Qing, Anyong,

[15, 418, 452]

Roberts, Barry A.,

[704, 577]

Pedryca, W.,

[809]

Qing, A.,

[438]

Roca, R.,

[840]

22

Genetic algorithms in telecommunications

Rodr´ıguez, J. A.,

[36]

Sakasai, K.,

[357, 456]

Seong, Ki-Chul,

[324]

Rodriguez, J. A.,

[31, 80, 93]

Saldanha, R. R.,

[371, 390, 401]

Serri, Antonio,

[451]

Salerno, Nunzio,

[262, 294, 318]

Serri, A.,

[345, 350, 387]

Salmelin, Riitta,

[270]

Servet, I.,

Rodriguez-Gonzalez, Juan A., Rodriquez, J. A.,

[230]

[161]

[749, 768,

779, 781]

Rogers, R. L.,

[358]

Saludjian, L.,

[396, 425]

Rogers, Robert,

[57]

Salvini, Alessandro,

[301]

Rogers, S. D.,

[42]

Sambell, A.,

[17]

Rogers, Shawn D.,

[84, 94, 96]

Sanders, M.,

[845]

Romero, Eduardo,

[506, 508]

Sandlin, B. S.,

[210]

Rosani, Andrea,

[321]

Sandlin, Brian S.,

[195]

Rosberg, Zvi,

[721]

Santos, Antonino,

[550]

Rose, Christopher,

[684, 707, 776]

Sapeluk, Andrew T.,

[261]

Ross, J. E.,

[59]

Sarabandi, Kamal,

Ross, J. Neil,

[293, 304]

Rothkrantz, L.,

[720]

Rothwell, E. J.,

[59, 522]

Rothwell, Edward J.,

[112, 122,

536, 551, 140]

[397, 189,

591, 226, 234]

Sareni, Bruno,

[439]

Sareni, B.,

[420]

Sarma, N. V. S. N.,

[177]

Sarma, N. V. S.,

[573]

Routen, Tom,

[681]

Sasaki, Shigenobu,

[656]

Routen, T.,

[542]

Saunders, G. M.,

[723]

Rubinacci, Guglielmo,

[266]

Savage, M. K.,

[703]

Rubio-Bretones, A.,

[29]

Savant, Gajendra D.,

[562]

Rucker, W.,

[603]

Savelyev, Vladimir V.,

[105]

Ruis, Juan M.,

[237]

Savia, S. B.,

[65]

Runtao, Qu,

[832]

Savini, A.,

[458]

Sayoud, H.,

[612, 632, 649]

Russenschuck, S.,

[359, 361,

392, 413, 436, 437]

Sestroretsky, B. V.,

[19]

Sevenster, A. A.,

[724]

Shahbaz, M.,

[705]

Shanmugam, A.,

[745, 791]

Shapcott, C. Mary,

[624]

Shapiro, Jonathan L.,

[377]

Sharma, Meeta,

[821]

Shavit, Reuven,

[40]

Shaw, N. R.,

[267]

Shayesteh, Mahrokh G., [641] Sheng, W. X.,

[48]

Sherif, Mahmoud R.,

[620]

Sherman, K. N.,

[470]

Shikata, Y.,

[838]

Shikimachi, Koji,

[323]

Shimamoto, Takashi,

[679]

Shimizu, Masashi,

[113, 205]

Shin, Joon,

[507]

Shipman, R.,

[623]

Shiraishi, H.,

[240]

Shirakawa, K.,

[574]

Shiyou, Yang,

[282, 362,

370, 403]

Ruszczyk, Chester,

[748]

Schafer, Kenneth J.,

[593]

Ryan, H. M.,

[712]

Scharf, E. M.,

[735]

Shyu, Han-Chiang,

[828]

Schell, M. C.,

[479, 554, 578]

Siarry, Patrick,

[259, 439]

Schlosser, T.,

[762]

Sidani, M.,

[256]

Schlub, R.,

[39, 50]

Sidi, Moshe,

[699, 730]

Schmid, P.,

[263]

Sidorovitch, D. V.,

[114, 253]

Schmitz, J. L.,

[571]

Silander, Tomi,

[798]

Schoenauer, Marc,

[120]

Silvern, David a.,

[466]

Silvern, D.,

[597]

Sim, Dong-Joon,

[349, 366]

Simkin, J.,

[328]

Simpson, J.,

[673]

Ryyn¨ anen, Matti,

[394, 417,

430, 448]

Sa, S. D.,

[553]

Sa, S.,

[560]

Sabet, Kazem F.,

[226, 234]

Sabonnadiere, J. C.,

[402]

Sactis, E. De,

[744]

Sadot, Dan,

[825]

Sadot, D.,

[790]

Sadowski, N.,

[312]

Sajer, J. M.,

Schoenefeld, Dale A.,

[670, 846]

Schonenberger, H.,

[208]

Schoonderwoerd, Ruud, [720] Schultz, A.,

[455]

Schulze, M.,

[673]

Sinclair, M. C.,

[110, 334,

462, 463]

[691, 769,

806, 813, 815, 830, 834]

Sajer, Jean-Michel,

[326]

Sekercioglu, Y. A.,

[837]

Sinclair, Mark C.,

[844]

Saka, Birsen,

[291]

Selleri, Stefano,

[86]

Sinkovi´ c, Vjekoslav,

[692]

Sakamoto, Akio,

[679]

Sen, Sanjoy K.,

[767]

Sinkovic, V.,

[794]

Authors

23

ˇ Sipuˇ s, Z.,

[70]

Subba Rao, K.,

[511]

Terada, Marco A. B.,

[225]

Sirovica, D.,

[757]

Sugahara, Kazunori,

[668]

Terzuoli, A. J.,

[210]

Skocchinski, E.,

[135]

Sugden, S. J.,

[672]

Terzuoli, Andrew J.,

[195]

Skochinski, E.,

[132, 555]

Sun, X.-R.,

[757]

Tettamanzi, A. G. B.,

[742] [819]

Sl¨ attman, Peter,

[222]

Sun, Yichuang,

[125, 212, 244]

Th´ eraulaz, Guy,

Sleem, A.,

[605]

Sung, Hongki,

[793]

Thiel, D. V.,

[39, 50]

Smith, A. E.,

[816]

Sutherling, W. W.,

[358]

Thirakoune, S.,

[14]

Smith, B. V.,

[532]

Suzuki, Kenji,

[513]

Thollon, Fr´ ed´ eric,

[341]

Smith, Derek,

[787]

Swaminathan, N.,

[836]

Thompson, Dale R.,

[608, 808]

Swift, Graham,

[658]

Thompson, Mark,

[658]

Szigeti, Andras,

[440]

Thompson, S. A.,

[494]

Tibuleac, Sorin,

[179]

Tindle, J.,

[712]

Tipper, David,

[604]

Tirri, Henry,

[798]

Toit, L. J. du,

[137]

Toivanen, Jari,

[446]

Toonstra, J.,

[552]

Townsend, Paul D.,

[800]

Smith, George D.,

[530, 697,

702, 559, 752, 817]

Smith, George,

[635, 713]

Smith, Glenn S.,

[32]

Soares, Antonio J. M.,

[225]

Sohl, Keith,

[444]

Soldatos, J.,

[654]

Song, Won Jay,

[498, 500]

Sonza Reorda, Matteo,

[826]

Soper, A. J.,

[778]

Soper, A.,

[687]

Sorokin, Sergey N.,

[103, 104,

105, 254]

Sosa, O.,

[187]

Soto, I.,

[677]

Sousa, Amaro F. de,

[631]

Southall, Hugh,

[238]

Speziale, V.,

[743, 744]

Squillero, Giovanni,

[760, 826]

Srinivasa Rao, M.,

[511]

Srinivasan, D.,

[373]

Srinivasan, J.,

[836]

Sriranganathan, S.,

[533]

Stassinopoulos, G.,

[654]

Steanputtanagul, Worawit, [771, 780, 782]

Stern, D.,

[749, 768,

779, 781]

Sterritt, Roy, Steyaert, M., Stroud, Phillip D., Stuchly, M. A.,

[624] [476]

Tabanou, Jacques,

[71]

Ta¨ıeb, L.,

[120]

Tafazolli, Rahim,

[626, 644, 660]

Tafur Monroy, I.,

[667]

Takahashi, K.,

[632, 649]

Takahashi, Norio,

[273]

Takahashi, T.,

[612]

Takeda, K.,

[755]

Takenaka, T.,

[575, 410, 592]

Takeuchi, R.,

[268]

Treugut, H.,

[263]

Talbi, El-Ghazali,

[630]

Treyer, D.,

[400]

Tamburrino, Antonello, [266]

Trintinalia, L. C.,

[30]

Tan, T. K.,

[693, 695]

Trowbridge, C. W.,

[328]

Tan, Tan-Hsu,

[650]

Tsuboi, E.,

[719, 753]

Tanaka, Masato,

[13, 58]

Tsuji, M.,

[553, 560]

Tanaka, T.,

[575, 410, 592]

Tsujimura, Y.,

[814]

Tanaka, Yoshiaki,

[333, 464]

Turhan-Sayan, G.,

[363, 594]

Tanaka, Y.,

[728]

Turner, John,

[635, 713]

Tang, K. S.,

[754]

Turton, B. C. H.,

[783]

Tang, Kit-Sang,

[638]

Tutkun, Nedim,

[314]

Ub´ eda, S.,

[557]

Uchikawa, Yoshiki,

[333, 464]

Udina, A.,

[218]

Uesugi, N.,

[432]

Lukaniszyn, M.,

[313]

Uler, G. F.,

[360]

Underwood, Bradley,

[71]

¨ Ureten, Oktay,

[512]

Usai, Mariangela,

[451]

Usai, M.,

[345, 350, 387]

Uutela, Kimmo,

[270]

Trave-Massuyes, L.,

Tang, Kit-sang,

Tanskanen, Jarno M. A., [475] Tanterdtid, Surat,

[771, 780, 782]

Ta¸scio˘ glu, Sel¸cuk,

[512]

Taylor, F. A.,

[358]

Taylor, Shawn,

[87]

Te, Dazhen,

[710]

[622] [279]

Tekinay, Sirin, Su, HoHyung,

[812]

[732]

[615]

Tennant, A., Su, Tao,

[43]

Su, T.,

[209]

[515, 517, 115, 524, 335, 525, 534, 558]

Teo, K. M.,

[749, 768,

779, 781]

[211]

24

Genetic algorithms in telecommunications

Vaarkamp, Jaap,

[481]

Wang, H. T.,

[441]

Won, Jong-Soo,

[349]

Vafaie, Halleh,

[568]

Wang, Irving Y.,

[601]

Wong, Edward K.,

[711, 727]

Vai, M. Michael,

[236]

Wang, Ke,

[298]

Wrobel, Rafal,

[325] [313]

Vaillant, B.,

[612, 632, 649]

Wang, Q.,

[659]

Wr´ obel, R.,

Valadas, Rui J.,

[631]

Wang, W. B.,

[163]

Wu, D.,

[307]

Valenzuela, C. L.,

[576]

Wang, Xiang-Bin,

[640]

Wu, F. F.,

[777]

Valenzuela, Christine,

[787]

Wang, Xiang,

[298]

Wu, J. L. C.,

[758]

Vall-Ilossera, Merc´ e,

[237]

Wang, Xiutan,

[35]

Wu, Jean-Lien C.,

[698]

Vancorenland, Peter,

[476]

Wang, Zunliang,

[478]

Wu, Jean-Lien,

[689]

Wu, J.-L. C.,

[799]

Wu, Rong-Hou,

[643]

Varadan, Vinay,

[663]

Vasconcelos, J. A.,

[331, 336,

Watanabe, Shinya,

[661]

Webb, A.,

[783]

Weber, D.,

[747]

Weber, O. M.,

[427]

Wu, Xinyu,

[710]

Wedzinga, Gosse,

[748]

Wurtz, F.,

[402]

Wuttisittikulkij, L.,

[726]

Wuu, C. S.,

[597]

Wynn, Graham,

[444]

Xiao, F.,

[424]

Xiao, S.,

[97]

Xin, Zhan-hong,

[666]

Xinyu, Wu,

[709]

Xiong, Rui,

[298]

Xiuke, Yan,

[273]

Xu, Jie,

[636]

371, 390, 401]

Vasconcelos, J˜ aoa A. de, [300] Vasilakos, Athanasios,

Wu, Xingen,

[478, 477,

484, 487]

[837]

Vasilakos, Athansios V., [613] Weile, Daniel S.,

[63, 332, 339, 124, 134, 548, 143, 151, 155, 374, 375, 376, 157, 158, 378, 400, 181, 411]

Vasilakos, A.,

[714, 764, 809]

Vasiliev, Anatoly A.,

[562]

Vaskelainen, L.,

[206]

Weile, David S.,

[228]

Vegni, Lucio,

[66]

Weinberg, Benjamin,

[630]

Veldhuizen, D. A. Van, [210]

Weistra, J.,

[542]

Venugopal, K. R.,

[628]

Wenxia, Chen,

[823]

Veremey, Artem,

[193]

Werner, D. H.,

Veremey, A.,

[589]

Vergados, D.,

[654]

Vijayanand, J.,

[628]

Villaneuva, E.,

[132, 555, 161]

[41, 62, 64, 75, 92, 99, 182, 588, 442]

Werner, Doug, Werner, P. L.,

Villanueva-Lopez, Emilio,

[230]

[18] [41, 62, 92,

182, 588]

Xudong, Chen,

[282]

Werner, Ping,

[18]

Yabe, H.,

[424]

Werner, P.,

[442]

Yamamoto, Takahiko,

[668]

Villegas, M.,

[384]

Weth, A. von der,

[302]

Yamamura, T.,

[431]

Villenueva, E.,

[135]

Wettig, Hannes,

[798]

Yamashita, Hideo,

[274]

Villone, Fabio,

[266]

White, A. R. P.,

[817]

Yamashita, H.,

[383, 434,

449, 450]

Vinsard, G´ erard,

[269]

Wiart, Joe,

[214]

Virga, Kathleen L.,

[33, 197]

Wiesbeck, Werner,

[497]

Volakis, J. L.,

[102]

Wijesoma, W. Sardha,

[647]

Voss, Donald E.,

[61]

Wilkinson, A. A.,

[347]

Vrba, R.,

[802]

Williams, G. B.,

[267]

Vuori, Jarkko,

[694, 796]

Williams, Neil Rhodes,

[297, 305]

Wagib, May Mansour,

[68]

Williams, Neil R.,

[296]

Wagner, D.,

[557, 563, 579]

Williams, T.,

Wainwright, Roger L.,

[670, 846]

Wakao, S.,

Yan, Keen Keong,

[144, 152, 170]

Yan, Li,

[370]

Yan, Wei,

[581]

Yanan, Bai,

[362, 370]

Yang, Sang Yong,

[540]

Yang, Shiwen,

[15]

Yang, Shyi-Chang,

[625]

[279]

Yang, S.-Y.,

[136, 142]

Wilson, Peter R.,

[293, 304]

Yang, Xiafei,

[298]

[431, 433]

Winful, Herbert G.,

[662]

Yang, Yang,

[775]

Wang, B.-Z.,

[97]

Wing, Richard A.,

[194]

Yang, Z. L.,

[48]

Wang, De-Yu,

[650]

Witting, M.,

[365]

Yashchyshyn, Yevhen,

[91]

Authors

25

Yates, Roy D.,

[707]

Yu, Yan,

[486, 554, 578]

Zheng, Song,

[317]

Ye, Bo,

[317]

Yu, Y.,

[479]

Zhong, Shunshi,

[418]

Yegin, Korkut,

[172]

Yu, Zhang,

[823]

Zhou, Dawei,

[261]

Yen, Kai,

[639, 74]

Yue, K. W.,

[647]

Zhou, Jie,

[656]

yen, K.,

[618]

Yugeng, Xi,

[775, 832]

Zhou, Yong,

[310]

Yener, A.,

[684]

Zaider, Marco,

[488, 494]

Yener, Aylin,

Zaider, M.,

[597]

Zhou, Zekui,

[317]

[776]

Yeo, Beng-Kiong,

[52, 219]

Zamboglou, N.,

[490, 492, 599]

Yin, Liang,

[362]

Zaoui, F.,

[386]

Ying, Li,

[471]

Zeng, Qingji,

[636]

Yingying, Yao,

[273]

Zentner, R.,

[70]

Yokose, Yoshio,

[274]

Zhang, B. Y.,

[578]

Yokose, Y.,

[434, 450]

Zhang, Byoung-Tak,

[750]

Yokoyama, S.,

[818]

Zhang, B.,

[527]

Zinchenko, Lyudmila A., [103, 104, 254]

Yoon, Jin S.,

[615]

Zhang, Guangxin,

[317]

Ziolkowski, R. W.,

[82]

Yoon, Joong-Suk,

[352, 389]

Zhang, Hai-jun,

[666]

Zorn, W.,

[646]

Yoshizawa, Shuji,

[733]

Zhang, J. B.,

[479]

Zuffada, Cinzia,

[179, 404, 215]

Yu, C. Y.,

[163]

Zhang, Liping,

[35]

Zwick, Thomas,

[497]

Yu, C.,

[97]

Zhang, Qingfu,

[831]

Yu, Jessen,

[53]

Zhang, W. X.,

[73]

Zhu, Yunping,

[478, 477,

484, 487]

Zhu, Zhaoda,

[581]

Zhuang, J.,

[48]

Ziegler, A.,

[603]

Zieniutycz, W.,

[203]

total 836 articles by 1516 different authors

26

Genetic algorithms in telecommunications

4.7

Subject index

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

accelerators,

[437]

broad-band,

[155]

topology,

undulator,

[430]

conformal,

[102]

bandwidth allocation,

undulators,

[394, 417, 448]

dipoles,

[182]

bibliography

[446]

filters,

[179]

fractal,

[62]

aerodynamics, algebra

[677]

linear array,

[121, 150,

163, 180]

analysing GA niching, orthogonality, parallelism, permutation,

[181]

special,

[847, 255]

antenna, array, design, group,

monopole,

[160, 172]

multiband,

[101]

optimization,

[176]

electromagnetics,

[457, 458, 368]

planar,

[187, 77]

medicine,

[528]

shape design,

[518, 527]

planar array,

[154]

printed,

[168, 192]

thinned array,

[111]

ultra broadband,

[145]

wide band,

[159]

[208]

[137]

wire,

[110, 131, 162, 184, 186, 191, 210, 227, 29, 94, 97, 53]

antennas,

[251, 252, 253, 108, 109, 112, 114, 117, 118, 119, 120, 122, 123, 124, 125, 127, 130, 133, 134, 136, 139, 140, 141, 142, 146, 143, 149, 151, 167, 169, 173, 177, 178, 181, 183, 185, 189, 193, 195, 196, 197, 198, 201, 202, 204, 205, 206, 207, 209, 211, 212, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 23, 24, 25, 26, 27, 28, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 54, 80, 41, 55, 56, 57, 58, 59, 60, 64, 65, 66, 68, 69, 70, 71, 73, 74, 75, 76, 78, 79, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 98, 100, 107]

Yagi,

[148, 164,

166, 194, 200]

Yagi-Uda,

[72]

application communication link speed design, [841, 842]

NMR devices,

[457, 458]

assignement radio frequencies,

[543]

assignment [804]

frequency,

[744] [559]

[63]

frequency,

[738]

radio frequency,

[530]

cancer radiotherapy,

[466, 468, 484] [587]

CATO,

[748]

CDMA,

[606, 626, 641]

control,

[810]

multiuser detection, [762, 644] optical,

[825]

CDMA/GPS,

[319]

cellular radio,

[519, 498, 500] [535]

channel assignement,

[569]

channel assignment,

[732, 774]

channel routing,

[679]

CHARLEY,

[687]

CHN,

[638]

variable length, classification,

[333] [263]

radar target,

[594]

spectra,

[505]

classifier systems

[132]

array,

[113, 115, 116, 126, 128, 129, 135, 144, 156, 157, 158, 161, 170, 175, 188, 190, 203, 247, 21, 77, 61]

[458, 461, 602, 527, 532]

chromosomes

code in CDMA,

assignment problems, aperture,

[785]

frequency assignment,

antennas adaptive,

breeder GA,

radiotherapy,

[22]

antenna?,

[599]

cancer

[213, 95, 99]

[96]

implant,

CAD,

[165]

antenna design,

brachytherapy

[171, 101]

[787]

[720, 819]

[270]

microstrip, [605]

ant systems,

[268]

[138, 174]

[831]

[482]

brain activity,

linear arrays, [318]

ANOVA,

[758]

electromagnetics,

biophysics, codes,

[612]

astronomy radio,

arrays,

[147, 152, 153]

ATM,

bibliography,

[255]

ATM networks

fuzzy,

[736]

coding [483]

CDMA,

[790]

[823]

diploidy,

[63]

fractal,

[176]

Subject index

permutations,

27

telecommunications, [611]

[576]

real,

[461, 186,

478, 312]

coding theory constant weight codes, coevolution,

[840]

data-mining,

[624]

databases,

[609]

commercials

[251, 109, 112, 120, 122, 123, 125, 130, 134, 135, 136, 139, 140, 146, 177, 193, 195, 196, 197, 198, 200, 201, 202, 205, 207, 211, 212, 213, 214, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 42, 43, 44, 45, 46, 48, 49, 50, 51, 52, 54, 80, 41, 55, 57, 58, 59, 60, 62, 63, 64, 65, 66, 68, 69, 70, 71, 72, 73, 75, 79, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 98, 100, 101, 106, 254, 53]

decisions medical,

[284]

antennas,

[578]

dentistry

TV,

[627]

comparison,

[457]

branch and bound,

[757]

classical methods,

[461]

caries,

[506]

radiography,

[506]

design shape,

conjugate gradient, [348]

fault,

[458]

gradient-based method,

[118]

immune systems,

[319]

in radar design,

[493]

Markov decision,

[707]

quasi Newton,

[458]

differential evolution,

[484],

[481, 487]

[562]

[570, 798,

economics [808]

commercials,

traditional methods, [149] comparison?,

[288]

DSP

608, 634]

swap heuristics,

[77]

discussion

optical, simulated annealing,

[255]

cavities,

[310]

coils,

[341]

crack location,

[322]

defect testing,

[385]

design,

[309]

dielectric,

[379]

eddy current,

[317]

eddy currents,

[259, 266]

electrodes,

[420]

EMC,

[388]

diagnosis

diploid vs. haploid, [63] gradient,

bibliography, [352, 446, 450]

[627]

FEM,

electrical motors

[311, 316,

318, 320, 323, 324, 325]

[413]

permanent magnet, [316, 320, 325]

filters,

[463, 404]

compression electromagnetics,

vector quantisation, [650] computer networks,

[843, 745]

control,

[751]

antenna,

[247]

antennas,

[67]

flow,

[281]

power,

[656]

convergence speedup, Cox California PCS,

[147] [757]

crack location eddy current,

[322]

327, 456, 252, 329, 108, 113, 115, 331, 116, 335, 338, 121, 124, 343, 127, 345, 346, 131, 347, 348, 352, 355, 356, 357, 358, 361, 142, 362, 363, 364, 366, 367, 148, 369, 370, 154, 372, 373, 155, 156, 157, 158, 143, 149, 151, 380, 162, 382, 384, 386, 168, 389, 390, 391, 169, 173, 174, 176, 178, 397, 180, 182, 402, 403, 184, 406, 408, 186, 409, 188, 190, 191, 192, 415, 416, 419, 421, 422, 424, 426, 429, 431, 432, 433, 210, 439, 440, 443, 444, 445, 449, 451, 453, 256, 257, 262, 264, 265, 267, 268, 56, 282, 283, 287, 288, 292, 78, 293, 294, 298, 304, 305, 306, 313, 319]

[459, 110, 336, 344, 349, 360, 365, 371, 374, 159, 387, 170, 399, 405, 410, 417, 427, 436, 446, 258, 269, 290, 300,

crossover

real,

[478]

uniform,

[683]

data fusion,

[499]

data mining

frequency selective surface,

[679]

[334]

frequency selective surfaces, [376] FSS,

[332]

gratings,

[378]

hydrodynamic,

[281]

imaging,

[418, 435, 438, 452, 272, 275, 276, 278, 295, 299]

inverse problem,

[284, 303]

inverse problems,

[460, 464]

inversion,

[455, 330, 333]

Ising model,

[377, 454]

Kirlian imaging,

[263]

magnetic-flux density, magnetization,

electromagnetics comparison of 13 types,

461, 111, 337, 129, 350, 141, 144, 152, 375, 161, 167, 171, 401, 185, 411, 194, 428, 437, 447, 260, 270, 291, 301,

absorbers,

[462, 297]

magnets,

absorbtion,

[412, 414]

materials,

actuators,

[423, 441]

microwave absorbers,

antenna,

[165]

microwaves,

[393]

[280] [413, 271,

307, 314] [442] [326] [395, 321]

28

Genetic algorithms in telecommunications

motors,

[261, 286]

NMR,

[381]

octupoles,

radio,

[603, 326, 514, 251, 602, 252, 463, 515, 516, 517, 518, 108, 521, 522, 523, 110, 111, 113, 115, 524, 116, 334, 335, 525, 526, 117, 527, 118, 529, 119, 531, 532, 121, 340, 533, 124, 534, 535, 536, 537, 538, 539, 126, 540, 128, 129, 132, 541, 133, 543, 136, 544, 356, 138, 358, 546, 547, 548, 139, 551, 552, 363, 145, 555, 146, 556, 557, 558, 147, 559, 148, 150, 152, 561, 153, 154, 155, 156, 375, 376, 143, 149, 151, 562, 160, 378, 163, 563, 382, 564, 565, 384, 164, 566, 165, 567, 166, 568, 170, 569, 570, 172, 571, 175, 572, 573, 178, 397, 574, 575, 179, 576, 577, 182, 183, 579, 405, 580, 408, 187, 189, 410, 581, 582, 583, 193, 194, 419, 195, 196, 197, 198, 200, 201, 584, 585, 202, 203, 586, 204, 205, 206, 426, 588, 207, 208, 209, 210, 589, 590, 211, 212, 591, 214, 592, 435, 594, 216, 217, 438, 218, 219, 220, 221, 222, 223, 595, 224, 596, 225, 226, 227, 229, 230, 231, 232, 233, 234, 235, 236, 237, 445, 238, 239, 240, 241, 242, 243, 244, 452, 245, 246, 247, 247, 248, 249, 453, 250, 11, 12, 13, 14, 15, 258, 16, 17, 465, 18, 19, 20, 22, 23, 24, 25, 26, 27, 28, 467, 29, 30, 469, 31, 32, 33, 470, 34, 35, 471, 36, 37, 38, 39, 40, 472, 473, 42, 43, 475, 476, 272, 44, 45, 46, 47, 48, 49, 50, 276, 51, 52, 54, 77, 80, 41, 279, 55, 56, 57, 58, 59, 60, 64, 65, 480, 66, 68, 69, 285, 70, 71, 72, 289, 73, 74, 75, 79, 81, 82, 83, 295, 296, 84, 85, 86, 87, 88, 89, 485, 90, 91, 92, 93, 299, 97, 98, 100, 489, 493, 495, 496, 497, 499, 102, 305, 501, 502, 503, 504, 505, 507, 509, 107, 510, 511, 512, 53]

[359]

parameter identification,

[312]

permittivity,

[398]

pole shape,

[383]

radar,

[279, 285,

289, 296]

review,

[400]

RF coils,

[340]

scattering,

[308]

shape design,

[396, 425,

434, 450, 274, 315]

solenoid,

[302]

superferric octupole, [392] Thomson problem,

[354]

transformers,

[273]

undulators,

[394, 430, 448]

electromagnetics magnets,

[277]

electronics design,

[476, 501]

FET,

[546]

microvawe,

[588]

microwave,

[496]

microwaves,

[309]

EMC,

[489, 495]

engineering, aerospace,

[323, 324] [457] [368, 595,

446, 507]

civil, electric,

telecommunications,

[321]

[317] [840, 670,

environment

estimation, evolution strategies,

[491] [314] [603, 459,

458, 352, 389, 399]

feature selection,

[319]

material,

[385]

materials,

[322]

mechanical,

[317]

medical,

[321]

[504]

wave-guide,

[463]

waveguide,

[424]

fitness function landscape, forensics anthrax,

[505]

formal languages,

[634]

FPGA,

[652]

frequency assignment,

[576, 609]

fuzzy logic,

[735]

fuzzy systems,

[718]

GARTNet,

[724]

gene length variable,

[450]

genetic programming,

[801, 609, 663]

geochemistry,

[491]

geology,

[330]

geophysics,

[514, 455, 330]

GPS,

[191]

test function,

[319]

graph partitioning,

[819]

greedy GA,

[345, 387, 402]

hardware evolvable,

[725, 733, 773]

FEM,

[365, 389, 396, 399, 406, 409, 425, 441, 261, 281, 102]

shape design,

HEMT,

[574]

hill-climbing,

[417]

hybrid,

[149]

fuzzy logic,

[569]

gradient,

[409]

greedy,

[838]

Kalman,

[622]

Monte Carlo,

[458]

neural networks, [459]

[540]

[581, 799,

823, 471, 666]

sensitivity analysis, [356]

FET

simulated annealing, [458, 132] design,

[309]

tabu search,

power,

[459, 352, 362, 366, 370, 383, 389, 390, 399, 406, 273, 316, 320, 323, 324, 325]

power ,

[254]

[503]

FEM

electrical,

RF,

gradient-based algorithm,

[459, 349,

359, 369]

[475]

612, 626]

radionuclides,

energy storage superconductor,

structural,

predictive,

[269]

filters

[310]

IDA-NET,

[845]

image processing,

[460, 828]

analog,

[561]

FIR,

[561]

compression,

[839]

microwaves,

[473]

enhancement,

[483]

optical,

[339, 215]

face extraction,

[668]

Subject index

matching,

29

[542]

machine learning,

[751]

electrical,

[260, 316,

320, 325]

medical,

[263]

reconstruction,

[556]

image registration,

[513]

agents,

[786]

linear, magnets,

[315]

[413]

permanent magnet, [366, 286] shape design,

[307]

superconducting,

[436, 437]

synchronous, imaging electromagnetic,

[288]

superconductor,

[323, 324]

Kirlian,

[263]

toroidal,

[314]

medical,

[542, 380]

[366]

MPEG-2,

[828]

MRI,

[271, 277]

multiuser detection,

[626, 639]

maintenance mutation

microwave,

[556, 410,

sensoring,

[341]

adaptive,

592, 596, 472]

[99]

materials microwaves,

[505]

meta, registration,

[506]

medical imaging, T-ray, immune systems,

network design,

[633]

neural netoworks,

[698]

[507] [513]

neural networks,

[505]

[681, 758,

NMR,

[347]

radiographs,

[550]

fuzzy,

[265]

tomography,

[321]

Hopfield,

[357]

x-ray,

[508]

training,

[550, 811]

256, 301, 654]

[406]

implants prostate,

[597]

implementation,

[364]

medical imaging?, FPGA,

[358]

neurology

[490, 492]

news

[668]

medicine Pascal,

brachytherapy, transputers,

brain activity,

[270]

[527] [722]

cancer, insulators,

[331]

integer programming,

[597]

[597, 468,

genetic programming, niching,

inverse problems

[501]

486, 488, 494]

imaging,

[513]

neurology,

[433]

NMR, non destructive testing

[420, 421,

429, 257] [458, 380]

defect shape,

[322]

nuclear,

[598]

eddy current,

[259, 266, 317]

prostate,

[479]

electromagnetic,

[284, 509]

radio therapy,

[466]

nondestructive testing,

electromagnetics,

[357, 361, 321]

radiology,

[542, 560]

NP complete problems, [628]

inverse scattering,

[540]

radiotherapy,

magnetic,

[436]

radar,

[276]

radiotherapy,

[474]

scattering,

[308]

[520, 528, 545, 549, 553, 554, 560, 578, 587, 597, 599, 600, 474, 477, 478, 479, 481, 484, 487, 490, 492]

eddy current,

[259] [341]

optical fibers telecommunications, [628] optical network,

[815]

optical networks,

[609]

optics,

[526, 348]

microwaves,

inversion problems,

[455, 456,

[547, 565, 570, 574, 575, 426, 592, 596, 497]

absorber,

[143, 151]

absorbers,

[335, 375]

fibers,

[659]

energy,

[509]

filters,

[461, 339]

gratings,

[215]

quantum,

[640]

330, 333]

receiver function,

[703]

line-segment circuits, John Bird,

[501]

laminates,

[317]

[496]

mobile communications CDMA, microwave,

mobile phones, LAN,

[475]

telecommunications, [825]

[297] [745, 609]

[705, 541,

optimisation

557, 563, 579]

SONET,

[756]

mobile radio,

topology design,

[730]

motors

[533]

LHC,

[436]

AC servo,

[389]

load balancing,

[664]

brushless DC,

[399]

COST 239 european optical network, [691] multi-objective,

[281]

Pareto,

[446, 502]

optimization

30

Genetic algorithms in telecommunications

Pareto,

[462, 375,

Jaumann absorber, [517]

scattering

157, 158, 143, 151]

microwaves,

[305]

PRF,

[493]

remote sensing,

[514]

microwaves,

[575]

parallel GA,

[110, 334, 541, 722, 557, 422, 267, 281, 661]

grid,

[508]

island model,

SAR,

[579]

[562, 568,

595, 465, 503]

parameter estimation, patent,

target classification, [594]

pattern recognition,

target discrimination,

permittivity,

[501] [379]

physics chemical,

[354]

electricity,

[331]

electromagnetics, fields,

[339, 351, 396]

magnetics,

[364]

particle,

[518, 527]

[593]

solid state,

[377, 454]

population multi-,

shape design,

[336, 362, 364, 373, 383, 384, 389, 399, 403, 406, 449, 264, 269, 310]

[439]

magnet,

[313]

radio,

[601]

electrodes,

[420]

[503]

FEM,

[458]

radio coverage,

[586]

magnet,

[441, 306, 307]

radioactive decay,

[482]

magnet core,

[314]

waveguides,

[570]

radiography [508]

signal processing,

[108, 522, 115, 685, 536, 363, 751, 796, 74, 660, 663]

[560, 597, 598]

implants,

[554]

thorax,

[513]

circuit modeling,

[546]

radiosurgery,

[578]

compression,

[650]

radiotherapy,

[520]

filters,

[475]

images for,

[542]

FPGA,

[510]

implant,

[486]

microwave,

[561]

planning,

prediction

shape design

[531, 538]

radiology,

[482]

radio,

[545, 478,

signal processing

radar,

[809]

prostate implants,

[488, 494]

quality control,

[284]

eddy current,

[259]

quantum cryptography, [800] quantum entanglement, [640] queueing systems M/M/C/C,

[707]

[515, 551, 564, 566, 571, 397, 582, 193, 419, 590, 438, 258, 467, 471, 272, 275, 499, 510, 511]

reliability,

[609]

remote sensing,

[491]

wavelets,

[471]

radar,

[591]

roads,

[465]

simulated annealing,

[340, 555]

SAR,

[595]

software validation,

[609]

resonators,

[384]

sonar

RF,

[504]

ATM network management, [837] electromagnetics,

[328, 353,

400, 407]

in electromagnetics, [181]

radar

telecommunications, [793]

simple GA,

review 108, 580, 445, 276,

[189, 582,

585, 594]

484, 488, 494]

fuzzy,

534, 581, 453, 278,

[577]

[341]

radars,

subtraction,

[331]

radiactice decay,

cracks,

[471]

radar,

radar,

[189]

[590]

Paul Layzel,

[725]

telecommunications, [761, 829]

target identification, [584, 585] target recognition,

radar,

ATM cell,

sensors

[253, 114]

[327, 713, 583, 213, 21, 466, 617, 61, 635, 645, 648, 486, 95, 96]

scheduling

wire antennas,

[227]

absorbers,

[285, 296]

absorbtion,

[558]

road detection,

[465]

cross section,

[589]

routing,

[844, 709, 667]

imaging,

[480]

distributed,

interferometry,

[591]

telecommunications, [671, 834]

[736]

active tracking,

[63]

[532]

SONET,

[843]

SONET ring,

[675]

spectroscopy NMR,

[381, 427]

T-ray,

[505]

statistics ANOVA,

[482]

superconductors,

[307]

magnetic field, tabu search,

[393] [607]

Subject index

31

telecomminication optical net,

[784]

cell planning,

[607]

neural networks,

cellular,

[705, 732, 656]

optical,

[774] [843, 790,

821, 825, 615, 628, 659]

telecomminications cellular networks, routing,

[684] [710]

cellular network,

[776]

cellular radio,

[544]

[693, 667]

optical fibers,

[789, 655]

channel equalization, [733]

optical net,

[755]

coding,

[683, 694]

optical network,

[712]

compression,

[650]

optical networks,

[716, 748, 793]

packet switched,

[717]

partitioning,

[674]

planning,

[604]

power control,

[498, 500]

protocols,

[760, 826, 634]

QOS,

[689]

quantum,

[640]

[519, 678,

788, 824] [820]

telecommunication,

[681, 728]

ATM,

[695, 701, 773]

buffers,

[698]

cellular networks,

[731]

channel allocation,

[583]

codes,

[766]

coding,

[652]

computer networks, [734]

computer networks, [742] LAN,

configuration,

[845]

connectivity,

[753]

data transfer,

[838]

fiber,

[665]

frequency assignment,

[729]

[621]

optical fiber,

channel assignment,

telecommunicatins,

optical cross-connect,

[530, 702,

738, 743, 785, 787, 630]

multiuser detection, [641]

frequency planning, [807]

radio,

[511, 512]

routing,

[713]

image,

[828, 839]

reliability,

[700, 803]

traffic restoration,

[726]

Internet,

[739]

ring loading,

[843, 752]

wireless,

[337]

LAN,

route selection,

[741]

telecommunication?, telecommunications, 677, 737, 798, 624, 657,

679, 751, 800, 646, 661]

682, 754, 814, 485,

[673, 675, 686, 708, 714, 730, 745, 756, 791, 643]

[703] 691, 759, 817, 648,

697, 764, 609, 662,

[672, 707, 786, 611, 663,

521, 723, 796, 614, 610,

telecommunications

layout design,

[676]

link partitioning,

[750]

link speed design,

[841, 842]

load balancing,

[835]

local access network, [778]

agents,

[204]

analysing,

[794]

analysis service processing,

[692]

ATM,

[688, 706, 711, 715, 718, 721, 725, 735, 758, 761, 811, 812, 823, 836, 608, 620]

local networks,

[699]

military,

[834]

mobile,

routing,

[844, 709, 720, 724, 736, 740, 747, 802, 809, 813, 818, 819, 830, 613, 619, 625, 635, 664, 654, 658]

satellite,

[743, 744, 470]

scheduling,

[829, 645]

service,

[617]

signal detection,

[685]

signature verification,

[647]

SONET,

[636]

teleconferencing,

[668]

[767, 622,

475, 629, 653]

mobile phone,

[833]

topology design,

[846]

ATM nets,

[727]

modulation,

[795]

traffic control,

[690]

ATM network,

[808, 837]

MPLS,

[631]

traffic diagnosis,

[768, 781]

[831]

traffic supervision,

[749, 779]

ATM networks,

[605]

multimedia,

ATR,

[704]

multiuser detection, [606, 660]

transmission network,

B-ISDN,

[777]

network,

transmission planning,

backbone design,

[816]

network configuration,

[772] [771, 780,

782]

bandwidth allocation,

[775, 799]

base stations,

[827]

battlefield,

[770]

bibliography,

[847]

CCS,

[666]

TV,

[680, 719, 722, 757, 765, 769, 792, 806, 616, 623, 632, 633, 637, 649, 666]

network optimization,

[687, 696]

[746]

[627]

wavelength allocation,

network design,

[822]

[815]

wireless,

[797, 638]

www,

[763]

terminal assignment problem,

network services,

[801]

network topology,

[669, 805]

materials,

[317, 322]

networks,

[783, 803, 832]

nondestructive,

[317]

testing

CDMA,

[762, 790, 804, 810, 618, 639, 642, 644, 651]

[670]

32

Genetic algorithms in telecommunications

nonsestructive,

[341]

text book

textbook

ATM,

[447]

trains,

[354]

TSP,

time series,

[715]

tutorial

USA,

[488, 494]

vector quantization,

[796]

VOD,

[728]

waveguides,

[537, 539, 356]

wavelength allocation,

[813]

wavelets,

[590]

[718]

transportation

Thomson problem,

tomography

[596]

traffic control

telecommunications, [609]

electromagnetics,

microwave,

[700] [671]

for electromagnetics, [342]

Annual index

4.8

33

Annual index

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

1986,

[603]

1987,

[841, 842]

1990,

[459]

1991,

[669, 457, 601]

1992, 1993,

[326, 327, 514, 455, 456, 840, 843, 844, 251, 602, 460, 252, 462, 463, 253, 464, 845, 846]

1994,

[670, 671, 515, 516, 672, 328, 517, 518, 519, 520, 673, 329, 674, 108, 521, 522, 523, 675, 109, 110, 111, 676, 112, 330, 113, 114, 677, 115, 331, 678, 332, 679, 333, 524, 116, 334, 680, 681, 335, 682, 525, 526, 336, 683]

529, 690, 534, 701, 128,

337, 340, 695, 702, 129]

[684, 685, 117, 527, 686, 528, 118, 530, 531, 689, 120, 338, 532, 121, 123, 691, 692, 693, 341, 694, 124, 698, 535, 699, 342, 700, 536, 537, 343, 703, 704, 705, 540, 127, 706,

687, 339, 125, 538, 344,

541, 136, 545, 716, 142, 727, 731, 370, 736,

[130, 345, 346, 131, 132, 347, 348, 708, 133, 542, 349, 709, 710, 543, 134, 135, 711, 712, 351, 137, 352, 544, 353, 354, 713, 355, 356, 138, 714, 358, 546, 547, 548, 359, 715, 139, 360, 550, 717, 140, 551, 718, 719, 141, 720, 721, 722, 723, 724, 362, 552, 363, 364, 725, 365, 726, 553, 728, 554, 729, 145, 555, 146, 556, 557, 558, 366, 367, 147, 732, 368, 559, 148, 150, 369, 733, 734, 371, 560, 152, 561, 153, 154, 372, 373, 155, 156, 375, 376, 157, 158]

707, 350, 357, 549, 361, 144, 730, 735, 374,

161, 383, 386, 750, 569, 763, 178, 399, 181, 579, 189, 782,

[143, 149, 151, 562, 377, 737, 159, 378, 379, 380, 162, 738, 739, 740, 163, 563, 381, 741, 564, 742, 565, 384, 743, 164, 744, 566, 165, 387, 567, 166, 388, 745, 746, 167, 747, 168, 748, 389, 390, 568, 391, 169, 751, 752, 753, 170, 754, 171, 756, 570, 172, 757, 758, 759, 760, 761, 173, 174, 764, 571, 175, 572, 392, 176, 177, 573, 393, 766, 394, 395, 767, 396, 397, 768, 574, 398, 769, 575, 771, 772, 179, 400, 576, 401, 180, 577, 773, 182, 402, 403, 578, 775, 776, 777, 404, 778, 183, 405, 580, 185, 779, 406, 407, 408, 186, 187, 409, 410, 780, 581, 411, 190, 412, 191, 582, 781, 192, 414, 415, 416, 417]

160, 382, 385, 749, 755, 762, 765, 770, 774, 184, 188, 413,

1996,

1997,

1998,

119, 122, 696, 539,

688, 533, 697, 126,

202, 203, 797, 425, 798, 799, 586, 427, 800, 428, 588, 801, 207, 802, 431, 208, 806, 807, 432, 433, 209, 590, 811, 211, 212, 434, 591, 213, 812, 813, 436, 814, 594, 815, 437]

221, 596, 231, 599, 447, 838, 453,

222, 223, 824, 225, 827, 828, 829, 830, 833, 448, 244, 450, 250, 454]

1999,

[458, 461]

1995,

796, 587, 805, 810, 593,

[418, 583, 193, 783, 194, 419, 195, 420, 784, 196, 785, 786, 421, 787, 197, 788, 789, 422, 790, 198, 199, 423, 424, 200, 201, 791, 792, 793, 584, 585, 794, 795,

818, 440, 232, 236, 834, 451,

204, 429, 808, 214,

205, 430, 809, 592,

206, 803, 210, 435,

426, 804, 589, 215,

[216, 217, 816, 438, 817, 218, 219, 439, 595, 819, 224, 820, 821, 822, 226, 227, 228, 825, 229, 597, 826, 441, 233, 442, 234, 598, 443, 444, 237, 600, 445, 831, 832, 446, 238, 835, 836, 240, 449, 837, 241, 242, 452, 839, 245, 246, 247, 247, 248,

220, 823, 230, 235, 239, 243, 249,

2000,

[256, 11, 604, 12, 257, 13, 14, 15, 258, 605, 16, 17, 465, 18, 19, 20, 606, 21, 22, 607, 259, 260, 466, 23, 24, 25, 608, 26, 261, 609, 27, 28, 467, 610, 29, 611, 468, 262, 30, 469, 612, 263, 613, 31, 32, 614, 615, 264, 616, 33, 470, 617, 265, 618, 34, 619, 35, 471, 620, 621, 622, 36, 266, 267, 37, 38, 39, 40, 623, 624, 268, 625, 626, 627, 472, 473, 42, 269, 474, 43, 475, 270, 271, 476, 628, 272, 273, 477, 478, 44, 45, 46, 274, 479, 47, 48, 275, 49, 50, 276, 277, 51, 52, 278, 53, 54, 77, 80]

2001,

[41, 279, 280, 55, 56, 57, 58, 629, 59, 630, 281, 60, 61, 631, 282, 62, 283, 63, 64, 65, 480, 66, 284, 67, 68, 69, 632, 285, 633, 286, 287, 634, 70, 71, 72, 635, 481, 636, 637, 638, 288, 289, 73, 74, 639, 290, 640, 482, 75, 641, 291, 642, 292, 76, 483, 78, 79, 81, 293, 82, 83, 643, 644, 294, 295, 296, 297, 84, 85, 645, 86, 87, 88, 646, 89, 647, 484, 485, 90, 648, 91, 486, 298, 92, 649, 93, 299, 94, 650, 487, 95]

2002,

[300, 301, 488, 302, 96, 651, 97, 652, 98, 653, 654, 99, 100, 655, 101, 656, 657, 489, 303, 490, 658, 491, 492, 493, 304, 659, 494, 660, 495, 661, 496, 497, 662, 663, 498, 499, 664, 665, 666, 102, 103, 305, 500, 104, 105, 501]

2003,

[306, 502, 503, 307, 504, 308, 309, 310, 847]

2004,

[505, 667, 106, 311, 312, 313, 314, 315, 254]

2005,

[506, 316, 507, 668, 255]

2006,

[317, 318, 319, 508, 320, 321, 509, 107]

2007,

[322, 323, 324]

2008,

[510, 325]

2009,

[511, 512, 513]

34

Genetic algorithms in telecommunications

4.9

Geographical index

The following table gives references to the contributions by country.

• Australia: [672, 673, 330, 695, 218, 837, 39, 50, 76, 502, 505]

• Saudi Arabia: [115, 524, 737]

• Austria: [459]

• Singapore: [539, 152, 373, 170, 761, 211, 438, 219, 441, 452, 15, 474, 46, 52, 54, 640, 647, 316, 320]

• Belgium: [351, 819]

• South Africa: [460, 196, 198, 795, 311]

• Brazil: [331, 731, 565, 567, 390, 225, 827, 290, 300]

• South Korea: [688, 700, 537, 701, 540, 706, 349, 136, 352, 356, 142, 366, 750, 389, 399, 406, 421, 835, 839, 465, 607, 260, 615, 264, 286, 651, 498, 500, 504, 315, 324]

• Canada: [713, 717, 552, 734, 805, 257, 14, 279, 485, 653, 663, 512] • China: [709, 710, 740, 163, 741, 564, 403, 775, 580, 581, 418, 426, 807, 590, 435, 823, 831, 832, 23, 35, 471, 272, 273, 48, 275, 278, 282, 636, 73, 298, 97, 656, 659, 666, 317, 754, 577, 812]

• Spain: [840, 132, 135, 555, 230, 237, 29, 31, 36, 80, 287, 292, 79, 93, 652, 667, 509]

• Colombia: [506, 508]

• Switzerland: [391, 579, 419, 427, 429, 436, 437, 655]

• Croatia: [692, 794, 70]

• Taiwan: [689, 698, 718, 556, 758, 765, 180, 190, 793, 799, 803, 224, 596, 828, 829, 20, 22, 625, 60, 650]

• Egypt: [68, 85] • Finland: [521, 685, 690, 694, 715, 762, 394, 417, 796, 798, 586, 206, 430, 446, 448, 621, 475, 270, 491, 501, 847, 254, 255, 107] • France: [336, 529, 120, 341, 535, 541, 543, 557, 159, 739, 563, 384, 165, 386, 749, 178, 396, 768, 402, 183, 779, 781, 420, 786, 423, 425, 204, 214, 439, 833, 21, 259, 269, 630, 283] • Germany: [490, 492, 603, 705, 365, 561, 738, 747, 772, 784, 785, 789, 208, 824, 442, 599, 454, 263, 629, 646, 302, 497] • Greece: [654, 657, 714, 764, 809, 613, 78] • India: [674, 388, 745, 177, 573, 791, 821, 836, 628, 322, 510, 511] • Iran: [348, 412, 582, 414, 258, 289, 641] • Israel: [699, 721, 730, 790, 825, 40, 82] • Italy: [610, 303, 518, 519, 527, 696, 345, 546, 381, 742, 743, 744, 387, 760, 395, 428, 826, 231, 451, 453, 12, 611, 262, 266, 472, 271, 276, 277, 77, 66, 294, 295, 86, 299, 301, 306, 318, 319, 321] • Japan: [661, 327, 456, 464, 113, 679, 333, 357, 722, 725, 553, 728, 733, 560, 383, 385, 753, 755, 575, 773, 410, 424, 205, 431, 432, 433, 434, 213, 814, 818, 598, 240, 449, 838, 450, 13, 617, 268, 45, 58, 284, 88, 648, 95, 496, 668, 323, 513] • Jordan: [570] • Lithuania: [482] • Malaysia: [632, 649, 612] • Mexico: [732, 822, 280] • New Zealand: [678]

719, 574, 592, 274,

• Sweden: [222]

• Thailand: [771, 780, 782] • The Czech Republic: [457, 458] • The Netherlands: [483] • The Slovak Republic: [802] • Turkey: [676, 171, 398, 594, 820, 235, 11, 606, 291] • Ukraina: [766] • United Kingdom: [627, 658, 455, 844, 671, 677, 335, 682, 117, 528, 687, 530, 531, 532, 533, 691, 125, 697, 538, 702, 347, 542, 712, 549, 716, 141, 558, 559, 735, 736, 377, 379, 380, 566, 166, 746, 175, 769, 778, 787, 200, 587, 801, 207, 806, 212, 815, 216, 217, 220, 443, 444, 830, 445, 239, 834, 244, 249, 16, 17, 261, 609, 467, 265, 618, 267, 624, 49, 55, 56, 65, 634, 635, 481, 74, 639, 293, 83, 644, 87, 90, 489, 493, 304, 660, 314, 325]

681, 693, 726, 752, 813, 242, 626, 645,

• United States: [53, 841, 842, 669, 601, 461, 326, 514, 843, 251, 252, 462, 463, 845, 846, 670, 516, 520, 329, 108, 522, 523, 675, 109, 110, 112, 332, 116, 334, 680, 526, 683, 684, 686, 118, 337, 338, 339, 340, 122, 123, 124, 342, 536, 343, 703, 704, 127, 344, 128, 129, 130, 131, 707, 134, 711, 544, 353, 354, 355, 545, 358, 548, 359, 360, 140, 551, 723, 364, 727, 554, 729, 145, 146, 147, 368, 369, 153, 372, 155, 374, 375, 376, 157, 158, 143, 149, 151, 562, 160, 378, 164, 167, 748, 568, 569, 756, 172, 757, 759, 763, 392, 767, 397, 770, 179, 400, 576, 774, 181, 578, 776, 777, 184, 407, 408, 409, 189, 192, 583, 193, 783, 195, 197, 788, 201, 792, 584, 585, 202, 797, 588, 804, 209, 808, 210, 810, 811, 591, 215, 593, 816, 221, 223, 595, 226, 227, 229, 597, 232, 233, 234, 236, 238, 241, 243, 245, 246, 247, 248, 250, 256, 604, 605, 18, 466, 24, 608, 26, 27, 28, 468, 30, 469, 32, 33, 470, 34, 620, 622, 37, 38, 473, 42, 43, 478, 44, 479, 47, 51, 41, 57, 59, 281, 61, 62, 63, 64, 69, 285, 633, 71, 72, 75, 642, 296, 297, 84, 484, 486, 92, 487, 96, 98, 99, 100, 101, 495, 662, 499, 664, 665, 102, 305, 307, 308, 309, 310, 312, 507]

• Norway: [480]

• Romania: [422, 440]

• Unknown country: [253, 515, 111, 114, 534, 346, 350, 137, 547, 139, 720, 361, 724, 362, 363, 144, 148, 370, 371, 154, 156, 161, 162, 382, 168, 169, 174, 571, 572, 176, 401, 182, 404, 405, 185, 186, 411, 191, 413, 415, 416, 194, 800, 817, 228, 600, 614, 616, 619, 623, 476, 477, 67, 288, 643, 94, 503,

• Russia: [19]

• Venezuela: [121, 126, 138, 150, 187, 25]

• Poland: [393, 203, 637, 91, 313] • Portugal: [631, 81, 89]

133, 367, 173, 188, 447, 106]

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[805] S. Pierre. A genetic algorithm for designing distributed computer network topologies. IEEE Transactions on Systems, Man, and Cybernetics B, Cybernetics, 28(2):249–258, 1998. †CCA38480/98 ga98aSPierre. [806] M. C. Sinclair. Minimum network wavelength requirement design using a genetic algorithm/heuristic hybrid. Electronics Letters, 34(4):388–389, 19. February 1998. ga98aSinclair. [807] Song Junde Lixu. The frequency planning method based on combination genetic algorithm. In Proceedings of the 1998 International Conference on Comunication Technology, volume 2, page 5pp, Beijing (China), 22.-24. October 1998. Publishing House of Constr. Mater, Beijing (China). †CCA67117/99 ga98aSongJundeLixu. [808] Dale R. Thompson and Griff L. Bilbro. Comparison of 2 swap heuristics with a genetic algorithm for the design of an ATM network. In Proceedings of the 7th International Conference on Computer Communications and Networks, pages 833–839, Lafayette, LA, 12.-15. October 1998. IEEE Computer Society Press, Los Alamitos , CA. †P82896 ga98aThompson. [809] A. Vasilakos, C. Ricudis, K. Anagnostakis, W. Pedryca, and A. Pitsillides. Evolutionary-fuzzy prediction for strategies QoS routing in broadband networks. In Proceedings of the 1998 IEEE International Conference on Fuzzy Systems, volume 2, pages 1488–1493, Anchorage, AK (USA), 4.-9. May 1998. IEEE, New York, NY. †EEA112023/98 ga98aVasilakos. [810] William S. Hortos. Self-organizing feature maps for dynamic control of radio resources in CMDA microcellular networks. In Steven K. Rogers, David B. Fogel, James C. Bezdek, and Bruno Bosacchi, editors, Applications and Science of Computational Intelligence, volume SPIE-3390, pages 378–391, ?, March 1998. The International Society for Optical Engineering. * www/SPIE Web ga98aWSHortos. [811] X. S. Lu and N. Bourbakis. Neural-network training using genetic algorithms in ATM traffic control. In Proceedings of the IEEE International Joint Symposia on Intelligence and Systems, pages 396–403, Rockville, MD (USA), 21.-23. May 1998. IEEE Computer Society Press, Los Alamitos , CA. †P80657 ga98aXSLu. [812] Kit sang Tang, King-Tim Ko, Kim F. Man, and Sam Kwong. Topology design and bandwidth allocation of embedded ATM networks using genetic algorithm. IEEE Communication Letters, 2(6):171–173, June 1998. ga98bK-sTang. [813] M. C. Sinclair. Minimum cost routing and wavelength allocation using a genetic algorithm/heuristic hybrid approach. In Proceedings of the Sixth IEE Conference on Telecommunications, pages 67–71, Edinburg (UK), 29. mar- 1. apr ? 1998. IEE, London (UK). †CCA49741/98 ga98bMCSinclair. [814] Y. Tsujimura and Mitsuo Gen. Data distribution considered communication flow in network using genetic algorithm. In Proceedings of the 1998 Second International Conference on Knowledge-Based Intelligent Electronic Systems, volume 2, pages 264–271, Adelaide, SA (Australia), 21.-23. April 1998. IEEE, New York, NY. †P82254 ga98bTsujimura. [815] M. C. Sinclair. Operator-probability adaptation in a genetic-algorithm/heuristic hybrid for optical network wavelength allocation. In Proceedings of the 1998 IEEE International Conference on Evolutionary Computation, pages 840–845, Anchorage, AK (USA), 4.-9. May 1998. IEEE, New York, NY. †CCA82814/98 ga98cMCSinclair. [816] A. Konak and A. E. Smith. A hybrid genetic approach for backbone design of communication networks. In Proceedings of the 1999 Congress on Evolutionary Computation, volume 3, pages 1817–1823, Washington, DC, 6.-9. July 1999. IEEE, Piscataway, NJ. †CCA85346/99 ga99aAKonak. [817] A. R. P. White, J. W. Mann, and George D. Smith. Genetic algorithms and network ring design. Advances in combinatorial optimisation (London, 1996). Ann. Oper. Res., 86(?):347–371, ? 1999. †www /MathRev2000a:05193 ga99aARPWhite. [818] L. Barolli, A. Koyama, S. Motegi, and S. Yokoyama. Performance evaluation of a genetic algorithm based routing method for high-speed networks. Trans. Inst. Electr. Eng. Jpn. C (Japan), 119-C(5):624–631, 1999. In English †CCA73016/99 ga99aBarolli. [819] Eric Bonabeau, Marco Dorigo, and Guy Th´eraulaz. From Natural to Artificial Swarm Intelligence. Oxford University Press, New York, 1999. †Brochure ga99aBonabeau. [820] C. Gazan and C. Ersoy. Genetic algorithms for designing multihop lightwave network topologies. Artif. Intell. Eng. Des. Anal. Manuf., 13(3):211–221, 1999. †CCA75953/99 ga99aCGazan. [821] C. P. Ravikumar, Meeta Sharma, and Prachi Jain. Design of wavelength division multiplexed networks for delay-bound multicasting. In ?, editor, Proceedings of HIPC 1999 Conference, page ?, ?, ? 1999. ? (available via www URL: www.hipc.org/hipc99/papers/paper57.ps.gz) ga99aCPRavikumar.

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[822] J. L. Ceciliano and R. Nieva. Transmission network planning using evolutionary programming. In Proceedings of the 1999 Congress on Evolutionary Computation-CEC99, volume 3, pages 1796–1803, Washington, DC, 6.-9. July 1999. IEEE, Piscataway, NJ. †CCA84014/99 ga99aCecilian. [823] Chen Wenxia, Zhang Yu, and Zheng Junli. Link capacity control of ATM using genetic neural network algorithm. J. Tsinghua Univ., Sci. Technol. (China), 39(1):30–33, 1999. In Chinese †CCA59492/99 ga99aChWenxia. [824] Dirk Beckmann and Ulrich Killat. A new strategy for the applications of genetic algorithms to the channel-assignment problem. IEEE Transactions on Vehicular Technology, 48(4):1261–1269, July 1999. ga99aDBeckmann. [825] Dan Sadot, Uri Mahlab, and V. Bar Natan. New method for developing optical code division multiplexed access sequences using genetic algorithm. Optical Engineering, 38(1):151–156, January 1999. ga99aDanSadot. [826] Fulvio Corno, Matteo Sonza Reorda, and Giovanni Squillero. Approximate equivalence verification for protocol interface implementation via genetic algorithms. In Proceedings of the First European Workshops, pages 182–192, Goteburg, Sweden, 26-.27. May 1999. Springer-Verlag, Berlin (Germany). †CCA82508/99 ga99aFCorno. [827] Carlos Graciano, R. Mateus Geraldo, and Lauro Floriani. Genetic algorithm to optimize the base station location for wireless networks. In Proceedings of the Third Metaheuristics International Conference, pages 253–258, Rio de Janeiro (Brazil), 19.-23. July 1999. Gatholic University of Rio de Janeiro, Brazil. ga99aGraciano. [828] Han-Chiang Shyu and Jin-Jang Leou. Detection and concealment of transmission errors in MPEG-2 images - A genetic algorithm approach. IEEE Transactions on Circuit and Systems for Video Technology, 9(6):937– 948, September 1999. ga99aH-CShyu. [829] Lain-Chyr Hwang and Chung-Ju Chang. Analysis of a general limited scheduling mechanism for a distributed communication system. Computer Networks, 31(18):1879–1889, 17. August 1999. * www /ScienceDirect ga99aLain-ChyrHwang. [830] M. C. Sinclair. Minimum cost wavelength-path routing and wavelength allocation using a geneticalgorithm/heuristic hybrid approach. IEE Proceedings - Communications, 146(1):1–7, February 1999. ga99aMCSinclair. [831] Qingfu Zhang and Yiu-Wing Leung. An orthogonal genetic algorithm for multimedia multicast routing. IEEE Transactions on Evolutionary Computation, 3(1):53–62, April 1999. ga99aQZhang. [832] Qu Runtao, Xi Yugeng, and Han Bing. Communication networks optimization based on genetic algorithms. High Technol. Lett. (China), 9(6):43–45, 1999. In Chinese †CCA90623/99 ga99aQuRuntao. [833] Philippe Reininger, Lauro Floriani, and Alexandre Caminada. A GA approach to multiperiod optimization of radio mobile network planning. In Proceedings of the Third Metaheuristics International Conference, pages 393–395, Rio de Janeiro (Brazil), 19.-23. July 1999. Gatholic University of Rio de Janeiro, Brazil. ga99aReininge. [834] S. J. Moore and M. C. Sinclair. Design of routing tables for a survivable military communications network using genetic algorithms. In Proceedings of the 1999 Congress on Evolutionary Computation-CEC99, volume 3, pages 1788–1795, Washington, DC, 6.-9. July 1999. IEEE, Piscataway, NJ. †CCA83971/99 ga99aSJMoore. [835] S. Lee, T. Lee, and J. Gil. A genetic algorithm approach for load balancing in cellular mobile computing environments. In Proceedings of the Computational Intelligence for Modelling, Control & automation Evolutionary Computation & fuzzy Logic for Intelligent Control, Knowledge Acquisition & Information Retrieval, pages 48–53, Vienna, Austria, 17.-19. February 1999. IOS Press, Amsterdam. †P84322 ga99aSLee. [836] N. Swaminathan, J. Srinivasan, and S. V. Raghavan. Bandwidth-demand prediction in virtual path in ATM networks using genetic algorithms. Comput. Commun. (Netherlands), 22(12):1127–1135, 1999. †CCA79616/99 ga99aSwaminathan. [837] Y. A. Sekercioglu, Andreas Pitsillides, and Athanasios Vasilakos. Computational intelligence in management of ATM networks: a survey of the current state of research. In Bruno Bosacchi, David B. Fogel, and James C. Bezdek, editors, Applications and Science of Neural Networks, Fuzzy Systems, and Evolutionary Computation II, volume SPIE-3812, pages 46–54, ?, November 1999. The International Society for Optical Engineering. * www/SPIE Web ga99aYASekercioglu. [838] Y. Shikata, N. Funabiki, and J. Kitamichi. A proposal of a greedy-GA combined algorithm for data transfer binding problems. Trans. Inst. Electron. Inf. Commun. Eng. A (Japan), J82-A(7):1074–1082, 1999. In Japanese †CCA80947/99 ga99aYShikata.

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[839] Daijin Kim and Sunah Ahn. A MS-GS VG codebook design for wireless image communication using genetic algorithms. IEEE Transactions on Evolutionary Computation, 3(1):35–52, April 1999. ga99bDKim. [840] F. Comellas and R. Roca. Using genetic algorithms to design constant weight codes. In J. Alspector, R. Goodman, and T. X. Brown, editors, Proceedings of the International Workshop on Applications of Neural Networks to Telecommunications, pages 119–124, Princeton, NJ, 18.-20. October 1993. Lawrence Erlbaum Associate Publishers, Hillsdale. †P62660/94 ga:Comellas93a. [841] Lawrence Davis and Susan Coombs. Genetic algorithms and communication link speed design: theoretical considerations. In Grefenstette [860], pages 252–256. ga:Davis87b. [842] Lawrence Davis and Susan Coombs. Genetic algorithms and communication link speed design: constraints and operators. In Grefenstette [860], pages 257–? ga:Davis87c. [843] Nachimuthu Karunanithi and Tamra Carpenter. A ring loading application of genetic algorithms. Technical Report TM-ARH-023337, Bellcore, Bell Communications Research, Morristown, NJ, 1993. (also as [675]) ga:Karunanithi93a. [844] Mark C. Sinclair. The application of a genetic algorithm to trunk network routing table optimization. In Proceedings of the Tenth UK Teletraffic Symposium, pages 2/1–2/6, Martlesham (UK), 14./16. April 1993. IEE, London. * EI M183506/94 EEA 68972/93 ga:MCSinclair93a. [845] F. L. Chang, Walter D. Potter, P. Gillis, and M. Sanders. Genetic algorithms in battlefield communications network configuration. In ?, editor, Proceedings of the 31st Annual Southeast Conference, pages 96–102, Birmingham, AL, 14.-16. April 1993. ACM, New York. * CCA 29456/94 ga:WDPotter93c. [846] Faris M. Abuali, Dale A. Schoenefeld, and Roger L. Wainwright. The design of a multipoint line topology for a communication network using genetic algorithms. In Proceedings of the Seventh Oklahoma Conference on Artificial Intelligence, pages 101–110, Stillwater, OK, 18.-19 November 1993. †Wainwright ga:Wainwright93c. [847] Jarmo T. Alander. Indexed bibliography of genetic algorithms in telecommunications. Report 94-1-TELE, University of Vaasa, Department of Electrical Engineering and Production Economics, 2003. (available via anonymous ftp site ftp.uwasa.fi directory cs/report94-1 file gaTElEbib.ps.Z) gaTELEbib. [848] St˚ ale Andreas Skogstad. [optimising delta-signa analog-to-digital converter filtering parameters]. Master’s thesis, University of Oslo, 2006. ga06aSASkogstad. [849] 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. [850] J. A. Vasconcelos, R. R. Saldanha, L. Krahenbuhl, and A. Nicolas. Genetic algorithm coupled with a deterministic method for optimization in electromagnetics. In Proceedings of the Seventh Biennial IEEE Conference on Electromagnetic Field Computation, page 289, Okayama (Japan), 18.-20. March 1996. IEEE, New York. †EEA 112153/96 ga96aVasconcelos. [851] Daniel Erni, Dorothea Wiesmann, Michael M. Sp¨ uhler, Stephan Hunziker, Esteban Moreno, Benedikt Oswald, J¨ urg Fr¨ ohlich, and Christian Hafner. Application of evolutionary optimization algorithms in computational optics. ACES Journal, 15(2):43–60, ? 2000. ga00aDanielErni. [852] D. W. Pearson, N. C. Steele, and R. F. Albrecht, editors. Artificial Neural Nets and Genetic Algorithms, Al`es (France), 19.-21. April 1995. Springer-Verlag, Wien New York. ga95ICANNGA. [853] Proceedings of the Second IEEE Conference on Evolutionary Computation, Perth (Australia), November 1995. IEEE, New York, NY. ga95ICEC. [854] John R. Koza, David E. Goldberg, David B. Fogel, and Rick L. Riolo, editors. Proceedings of the GP-96 Conference, Stanford, CA, 28.-31. July 1996. MIT Press, Cambridge, MA. †prog ga96GP. [855] J. P. C. van Santvoort. Book review: Radiotherapy treatment planning: New system approaches. Physics in Medicine and Biology, 45(12):3861, December 2000. ga00aSantvoort. [856] Ingo Rechenberg. Evolutionsstrategie ’94. Frommann-Holzboog-Verlag, Stuttgart (Germany), 1994. (in German; includes also [?]) ga94aRechenberg. [857] Jarmo T. Alander, editor. Proceedings of the First Nordic Workshop on Genetic Algorithms and their Applications (1NWGA), Proceedings of the University of Vaasa, Nro. 2, Vaasa (Finland), 9.-12. January 1995. University of Vaasa. (available via anonymous ftp site ftp.uwasa.fi directory cs/1NWGA file *.ps.Z) ga95NWGA. [858] Pavel Oˇsmera, editor. Proceedings of the 3rd International Mendel Conference on Genetic Algorithms, Optimization problems, Fuzzy Logic, Neural networks, Rough Sets (MENDEL’97), Brno (Czech Republic), 25.-27. June 1997. Technical University of Brno. ga97Brno.

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[859] Pavel Oˇsmera, editor. Proceedings of the 4th International Mendel Conference on Genetic Algorithms, Optimization problems, Fuzzy Logic, Neural networks, Rough Sets (MENDEL’98), Brno (Czech Republic), 24.-26. June 1998. Technical University of Brno. ga98Brno. [860] John J. Grefenstette, editor. Genetic Algorithms and their Applications: Proceedings of the Second International Conference on Genetic Algorithms and Their Applications, MIT, Cambridge, MA, 28. - 31. July 1987. Lawrence Erlbaum Associates: Hillsdale, New Jersey. ga:GA2.

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 * = 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.

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.

88

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.ps.Z gaCONTROLbib.ps.Z gaCSbib.ps.Z gaEARLYbib.ps.Z 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.ps.Z gaGEObib.ps.Z gaGERbib.ps.Z gaGPbib.ps.Z gaIMPLEbib.ps.Z gaINDIAbib.ps.Z gaINVERSEbib.ps.Z gaIREGbib.pdf gaISbib.ps.Z gaJAPANbib.ps.Z gaLCSbib.ps.Z gaLASERbib.ps.Z gaLATINbib.ps.Z gaLOGISTICSbib.ps.Z gaMANUbib.ps.Z gaMATHbib.ps.Z gaMEDICINEbib.ps.Z gaMEDITERbib.ps.Z gaMICRObib.ps.Z gaMILbib.ps.Z gaMLbib.ps.Z gaMSEbib.ps.Z gaNANObib.ps.Z gaNIRbib.ps.Z gaNNbib.ps.Z gaNORDICbib.ps.Z gaOPTICSbib.ps.Z gaOPTIMIbib.ps.Z gaORbib.ps.Z

Vaasa GA Bibliography

# refs . ..

updated . ..

557 181 2402 854 102 181 163 659 1040 1358 1346 938 2277 1068 377 232 1766 1453 723 679 1515 124 491 464 2066 86 222 462 1353 1453 312 1586 971 1291 276 247 168 81 2404 211 57 649 630

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 2008/03/11 2005/06/30 2004/09/22 2008/08/13 2003/07/09 2003/05/23 2009/01/20 2009/07/24 2003/07/09 2008/05/22 2008/08/13 2008/09/09 2003/07/09 2003/07/09

843 583 1810 83 111 897 490 109 163 1800 948 1720 923 1662

2009/07/24 2009/02/18 2003/07/09 2008/03/31 2005/01/25 2007/11/02 2008/06/11 2008/04/07 2007/08/23 2008/03/12 2009/06/18 2009/02/27 2003/07/09 2008/08/14

2008/03/19 2007/11/01 2009/01/07 2006/02/06 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.ps.Z gaPARETObib.ps.Z gaPATENTbib.ps.Z gaPATTERNbib.ps.Z gaPHYSbib.ps.Z gaPIEZObib.ps.Z gaPOWERbib.ps.Z gaPROTEINbib.ps.Z gaQCbib.ps.Z gaREMOTEbib.pdf gaROBOTbib.pdf gaSAbib.pdf gaSCHEDULINGbib.pdf gaSELECTIONbib.ps.Z gaSIGNALbib.ps.Z gaSIMULAbib.ps.Z gaTELEbib.ps.Z gaTHEORYbib.ps.Z gaTHESESbib.ps.Z gaUKbib.ps.Z gaVLSIbib.ps.Z

# refs 809 469 458 1528 2313 51 940 491 539 275 745 331 785 295 2230 1037 840 2483 578 1998 806

89

updated 2009/07/24 2009/03/24 2003/07/09 2007/11/06 2008/04/07 2008/03/26 2008/08/21 2008/03/12 2008/03/11 2008/08/11 2007/11/01 2009/07/24 2006/09/06 2009/07/27 2008/03/11 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 also as .pdf files.

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