On initial-condition sensitivity and prediction in nonlinear stochastic ...

16 downloads 0 Views 307KB Size Report
To see whether a stochastic dynamical system (2.1) is sensitive to its initial ... measure in purely deterministic systems, and the asymptotic results are ready to ...
Qiwei Yao and Howell Tong

On initial-condition sensitivity and prediction in nonlinear stochastic systems Article (Accepted version) (Refereed) Original citation: Yao, Qiwei and Tong, Howell (1995) On initial-condition sensitivity and prediction in nonlinear stochastic systems. Bulletin of the International Statistical Institute, IP 10.3 . pp. 395-412. © 1995 International Statistical Institute

This version available at: http://eprints.lse.ac.uk/6402/ Available in LSE Research Online: February 2009 LSE has developed LSE Research Online so that users may access research output of the School. Copyright © and Moral Rights for the papers on this site are retained by the individual authors and/or other copyright owners. Users may download and/or print one copy of any article(s) in LSE Research Online to facilitate their private study or for non-commercial research. You may not engage in further distribution of the material or use it for any profit-making activities or any commercial gain. You may freely distribute the URL (http://eprints.lse.ac.uk) of the LSE Research Online website. This document is the author’s final manuscript accepted version of the journal article, incorporating any revisions agreed during the peer review process. Some differences between this version and the published version may remain. You are advised to consult the publisher’s version if you wish to cite from it.

 

     !"#$   % ! & '( & ) *&#+  ., -0/213-46587 5:9; /213?@?BAC7D9E F 9GIHI-0HIJHK1.7:LNMO58HIP13QR58HI-@STGU5:9;WVXHI58HI-@GKHI-@STG Y 9-0Z:1T[\GI-@H^] 7:L`_)139aH bc5:9dHK1T[IefJ[I]:g_)139aH=bhAUikjmlon2g Y _ rp q6s$stvu:w x 1%;13GISy[\-@e1 H^/27z;-|{v1T[I139aH}58~~[I7D5:S\P13G€HK7z;1T9-‚9EOHIP1ƒ97:HI-@7D9„7:L=-@9-@HI-@5:?|…†Z85:?@J1RGK139GI-0HI-0Z-0H^]#-@9#5 97D9?@-@91358[`GKHK7S\P5:GKHI-@ScGK]GKHK13Qƒ‡ˆA‰P1cSy7D9;-@HI-07D95:?;-@GKHK[Š-0eJHI-07D958~~[I7D5:SŠP€-@Gr;-0[I13SyHI?@])[I13?01TZ85:9dHrHK7)HIP1c97D9… ?@-@91358[‹~[I13;-@SyHI-@7D9R7:LBHI-‚Q€1oGI1T[\-013GT‡NA‰P1UŒ:1T[\913?[I1TE:[\13GIGI-07D9Q€1THIP7; e5:GK13; 7D95Ž?07XST5:?‚?0]€?@-@91358[m‘XJ5:;[Š58HI-@S Hr-@Gˆ5:;58~HK13;ŽHK7’Sy7D9GKHK[ŠJSyHTgD/U-0HIP}-@?@?‚JGKHK[\58HI-07D9GTg“~v7D-@9aH^/=-@GK12~[I13;-@SyHK7:[ŠGTg8~[I13;-@SyHI-@Z:12-@9aHK1T[IZ85:?@Gˆ5:9;Ž~[I13;-@S… HI-0Z:1€;-@GKHK[\-@eJHI-07D9G3‡ x 1€~[I7:~v7DGK1Ž5ev7a7:HIGIHK[\58~”HK13GKH)L•7:[k–Š—˜y™Kš:›œ–:žfš8Ÿ Ÿ¢¡z£d˜3›^˜y™¤}œ žœ•¥›œ§¦.Z:1T[\GIJG)GKHK7XSŠP5:GKHI-@S 97D9?@-@91358[hQk7X;13?‚?@-@9EgX/UP-@SŠPƒ-@Ghe5:GK13;%7D9O5€91T/U?@]¨~[\7:~7DGI13;ƒ;58HI5m…^;[\-0Z:139%e5:9;/U-‚;HIP¨GI13?013SyHK7:[3‡

 ªo«¬®­¯k°Ž±`«v²I­oª A‰P197:HI-@7D9ƒ7:Lr-@9-0HI-@5:?0…†Zm5:?@J1oGK139GI-0HI-0Z-0H^] -@Gc/213?@?®13GKHI58ef?@-@GIP13;ƒ-‚9ƒ5:9;OSy139aHK[\5:?BHK7RHIP1GKHIJ;]¨7:Lr;1THK1T[K… Qk-@9-@GIHI-@SŽS\P587DGT³2-0H-@G&5´913Sy13GIGI58[I]µeJH97:HŽGIJ¶RST-0139aHSy7D9;-0HI-07D9zL 7:[HIP1RE:1391T[\58HI-@7D9#7:L‰;1THK1T[\Qk-@9-‚GKHI-@S · 13‘aJ-@Zm5:?0139aHI?0]ƒ?07“/c…^;-@Q€139GI-07D95:?•¸‹[Š5:9;7DQk913G\GT‡‰¹2]OSy7D9dHK[Š5:GKHTgvL•7:[.5¨GIHK7XSŠP5:GKHI-@S};]95:Qk-@ST5:?BGI]XGKHK13Q%gfHIP1 97:HI-07D9´7:L‹-@9-@HI-@5:?|…†Z85:?@J1’GK139G\-0HI-0Z-0H^]%-@Go97:H)5:Go/‹13?‚?C13GIHI58e?@-@GIP13;O5:?0HIP7DJEDPWGI1TZ:1T[\5:?ˆ;-|{v1T[I139dH.58~~[\7D5:S\P13G 58[I1&97“/5>Zm5:-‚?@58e?01:g95:Q€13?0]HIP1}-@;139aHI-@ST5:?º97D-‚GK1’[I135:?@-@»358HI-07D9O58~~[I7D5:S\P®gHIP1}?07XST5:?`¼B]D58~fJ97>Zƒ1y½~v7D9139aH 58~~[I7D5:SŠP®gdHIP1=Sy7D9;-0HI-07D95:?Q€135:9R58~~[I7D5:S\P¨5:9;kHIP1=Sy7D9;-0HI-07D95:?;-@GKHK[\-@eJHI-07D9}58~~[I7D5:SŠP®‡rA‰P13-0[‹;-|{v1T[K… 139dH.Q€7:HI-0Z858HI-07D9G.5:9;W-@9aHK1T[I~[I1THI58HI-07D9GU/U-‚?@?®ev1e[Š-01T¾]%;-@G\STJGIGK13;%-‚9OHIP-‚GU~58~v1T[3‡)bh?01358[\?@] HIP1}97:HI-@7D9W-‚G žf–:›º913Sy13GIGI58[I]ƒL 7:[UHIP1&E:1391T[\58HI-07D9O7:LNGKHK7S\P5:GKHI-‚S · 13‘XJ-0Z85:?0139dHI?@]P-0EDP…^;-@Qk139GI-07D95:? ¸r[\5:9;7DQk913GIG‰/UP-@SŠP -@G’JGIJ5:?@?0]OHI58Œ:139„ST58[I1¨7:Lhea]µHIP1¨GKHK7XSŠP5:GKHI-@S¨;[\-0Z-@9Eƒ97D-‚GK1:‡ AUP1T[I1TL 7:[I1kHIP1 Sy139dHK[\5:?‹-@GIGIJ1R-@G)/UP58H’/‹1 /25:9aH’HIP1 97:HI-07D9µL 7:[3‡¿)J[58~~[\7D5:S\PÀ-‚G)~58[IHI-@5:?‚?0]´Q€7:HI-@Zm58HK13;Àea]µ-0HIG)1y{v13SyHIG&7D9z~[I13;-@SyHI-07D9®‡ x 1 97>/ ©

Á

ŒX97“/HIP58H.-‚9-0HI-@5:?|…†Z85:?@J1)GK139GI-0HI-0Z-0H^]ƒ-@GoGKHI58HK1y…^;1T~v139;139dHT³®HIP-‚G‰L5:SyH.P5:GU~[\7:L•7DJ9;O-@Q€~f?@-@ST58HI-07D9G‰7D9OHIP1 ~[\5:SyHI-@Sy1%7:L.~[\13;-@SyHI-07D9®‡ÂAC7D9E · Á3Ã:Ã:Ä ¸RP5:G¨GKHK[I13GIGK13;HIP58HkHIP-‚GkGKHI58HK1y…^;1T~v139;139Sy]„?@135:;G€HK7z/U-‚9;7>/=G 7:L‹7:~~v7:[IHIJ9-0HI-013Go/UP-‚S\Pµ58[I1€7:~v139µ7D9?@]OHK7%HIP1¨97D9?@-@91358[oL 7:[I13ST5:GKHK1T[ŠGT‡ Å.-0Z:139zHIP1RGIJefGKHI5:9dHI-‚5:?ˆ[I13Sy139dH -@9dHK1T[\13GKHIG.-@9´Sy7D9GKHK[\JSyHI-@9E 97D9~58[\5:Q€1THK[\-‚S13GKHI-‚Qk58HK13G.7:LNHIP1Ž~v7D-@9aH=5:9;”-@9aHK1T[IZ85:?º~[\13;-@SyHK7:[\G.5:Go/‹13?‚?C5:G HIP1Ž~[I13;-@SyHI-@Z:1};-‚GKHK[\-0eJHI-07D9GTg/21€5:;;[I13G\G=HIP1Ž-‚Q€~v7:[IHI5:9dHo~[I7:ef?013Q7:L6e5:9;/U-@;HIP´GK13?013SyHI-07D9µ5:9;W~[\78… ~7DGI1 5´~[\5:SyHI-@ST5:?‚?0]zJGK1TLJ?2Q€1THIP7;®‡ x 1G\P7DJ?@;À~7D-‚9dH}7DJH}HIP58HŽHIP1 -‚Q€~v7:[IHI5:9Sy1 7:L‰HIP1e5:9;/=-@;HIP ~58[\5:Q€1THK1T[hE:7X13GhL 58[2ev1T]:7D9; HIP1oSy7D9GKHK[\JSyHI-07D9¨7:Lº5&E:7a7; Œ:1T[\913?13GKHI-@QR58HK1:‡NÆ=Gh5ŽQk58HKHK1T[h7:LBL5:SyHTg-0H‹ST5:9 ;-@GISy[\-‚Qk-@958HK1oev1TH^/21T139%7:~v1T[\58HI-07D95:?®;1THK1T[\Qk-@9-‚GIQÇ5:9;%GKHK7S\P5:GIHI-@S)[\5:9;7DQk913GIGT‡ A‰P12~58~v1T[r-@G`7:[IED5:9-0»T13;€5:GrL 7D?@?07“/UGT‡6Ȋio~[I7>Z-@;13Gˆ5oe[\-@1TL;13GISy[\-@~HI-07D9&7:LH^/27’;-|{v1T[I139aHr58~~[I7D5:SŠP13Gr7:L HIP1c-@9-0HI-@5:?0…†Zm5:?@J1‹GK139G\-0HI-0Z-0H^]’-@9ŽGKHK7S\P5:GKHI-@S‰GK]GKHK13QkG3‡rVX7DQk1c7:~139}~[\7:e?013QkGˆ58[I1cQ€139aHI-07D913;®‡2ȊÉo~[\13GK139dHIG HIP[I1T1%HÊ]a~v13G€7:L.~[I13;-@SyHK7:[\GTgh95:Q€13?0]„5µ~v7D-@9aH^/U-‚GK1~[I13;-@SyHK7:[>g25µ~[I13;-@SyHI-0Z:1%-‚9dHK1T[IZ85:?c5:9;5µ~[I13;-‚SyHI-0Z:1 ;-@GKHK[\-@eJHI-07D9®‡)A‰P1ŽGI139GI-0HI-0Z-0HÊ]OQ€135:GIJ[\13G)GKHIJ;-013;”-@9#ȊiX‡Ëi~f?@53]W5:9µ-@Q€~v7:[IHI5:9aH=[m7DÌ ?@1Ž-‚9µQ€7D9-0HK7:[\-‚9ERHIP1 ~1T[\L•7:[\QR5:9Sy17:L25:?@?ºHIP1&HIP[\1T1&HÊ]a~v13G.7:LN~[\13;-@SyHK7:[\GT‡ F 9zÈIÍgB591T/";58HI5m…^;[Š-0Z:139Oef5:9;/U-@;HIPOGK13?013SyHK7:[’-‚G -@9dHK[\7X;JSy13;®‡onJ[IHIP1T[3g®5 ev7a7:HIGIHK[\58~”HK13GKH.L•7:[k–Š—˜T™ÎšD›œ–8žš8Ÿ•ŸÏ¡µ£d˜T›^˜T™Š¤Žœ žœ‚¥y›œ¦’Z:1T[\GIJG.GKHK7S\P5:GKHI-@SŽ97D9?@-‚91358[ Q€7X;13?@?@-@9E}-@Gc~[\7:~7DGI13;e5:GK13;ƒ7D9ƒHIP191T/U?0]¨~[I7:~v7DGK13;ƒ;58HI5m…^;[\-0Z:139ƒe5:9;/U-@;HIPGK13?@13SyHK7:[3‡  ª€²Î«®²IщÒÓ dщÒ\°ŽÔÕÔ6ªŽÖ²K«v²I×&²Î«Ø n[I7DQÙHIP1OGKHIJ;-013Gk-@9ÚSŠP587DGTg‰-0HRP5:G€ev1T139Â?01358[\913;ÂHIP58HRHIP1´GK139GI-0HI-@ZX-0HÊ]ÀHK7-@9-0HI-@5:?hSy7D9;-0HI-07D9Gk-‚G 5:9-‚9dHK1T[I13GIHI-@9EO~fP1397DQ€1397D9-@9#97D9?@-@91358[&GK]GKHK13QkGT‡µA‰P-@G’~P1397DQ€1397D9P5:G&~[I7:L 7DJ9;À-‚Q€~?@-@ST58HI-@7D9G -@997D9?@-@91358[RGIHI58HI-@GKHI-@ST5:?.5:95:?0]GI-@G3g213GI~13ST-‚5:?@?0]Ú-@997D9?@-@91358[R~[I13;-@SyHI-@7D9®‡A‰P1T[\1TL•7:[I1:gcHK7Ú;1Tf91OGK7DQ€1 58~~[I7:~[Š-@58HK1ƒQ€135:GIJ[I13GŽHK7#‘aJ5:9aHI-0L ]ÀHIP1%-‚9-0HI-@5:?|…†Z85:?@J1 GK139GI-@HI-0ZX-@H^]À-@9„5zGIHK7XSŠP5:GKHI-@S139aZX-@[I7D9Q€139aHk-@GŽ7:L -@Q€~v7:[IHI5:9Sy1h-@9}HK1T[\QkGr7:Lfev7:HIPŽHIP1T7:[I1THI-@ST5:?5:9;Ž~[\5:SyHI-@ST5:?-@9aHK1T[I13GKHIGT‡2ȊiX‡ Á 5:9;RȊiX‡Ëi)~[I13GK139aHrH^/27’;-|{v1T[I139aH 58~~[I7D5:SŠP13G6HK7ŽQ€135:GIJ[\-@9E)HIP1oGK139GI-@HI-0ZX-@H^]:‡‹ÈŠiX‡ËÉ&;-@GISTJGIGI13GrHIP1=97D-@GK1U5:Q€~f?@-0ST58HI-07D9k/UP-@SŠPk-@G65&;-|{v1T[I139aH eJHh[I13?01TZ85:9dHU~P1397DQ€1397D9ƒ-@9ƒ97D9?@-‚91358[‰GKHK7S\P5:GKHI-‚S’GK]GKHK13QkGT‡ Ð

ۈÜ^Ý “Þ ßNàfáºâDãÊä två áNæCã^çmà u à t®å ã†è t âDã†æCá6ç Æé;-@GISy[I1THK1y…†HI-@Qk1´GKHK7S\P5:GIHI-@S”;]X95:Qk-@ST5:?UGI]XGKHK13Qê/U-@HIP5:;;-0HI-0Z:1´97D-@GK1´ST5:9$ev1W;13GISy[\-0ev13;ea]ÚHIP1 13‘aJ58HI-@7D9 · iX‡ Á ¸ ë€ì´íïî · ë€ìð®ñ ¸Bò„ó ìKô L•7:[}õkö Á gr/=P1T[I1 ë€ì ;1397:HK13GŽ5WGKHI58HK1Z:13SyHK7:[k-@9À÷)ø:g î -@G&5O[I135:?‹Z:13SyHK7:[K…†Z85:?@J13;„LJ9SyHI-07D9Bg`5:9;ù“ó ìÎú -@G)5%97D-@GI1€~[I7Sy13GIG)/UP-‚S\PµGI58HI-@GI13G)HIP1k13‘XJ5:?@-@H^]”û · ó ìŠü ëký8ôTþTþTþ“ôKë€ìð®ñ ¸ íÿ ‡RÆ=G&5ƒGKHI58[IHTgˆ-0H’-@G.~v1T[\P58~fG i

‘aJ-@HK1‰958HIJ[\5:?HK7e7:[\[I7>/ÂHIP1USy7D9Sy1T~H‹7:LHIP1U¼B]D58~J97>ZŽ1y½~7D9139dH6;1T913;Ž7:[\-0ED-‚95:?@?0]’L 7:[‹;1THK1T[\Qk-@9-‚GKHI-@S GK]XGIHK13QkGT‡,.J-0HK1}5RL 1T/ ~Je?‚-@ST58HI-07D9Gc/21T[I1€;1TZ:7:HK13;”HK7HIP-@Go58~~[\7D5:S\P®gvL 7:[o1y½5:Q€~?@1€b2[ŠJHIS\P13?@;˜3›‰š8Ÿ¢‡ · Á3à  iD¸Šgv_-0L•1T[ · Á3à  ¸Šgv/=GT‡rAº7kGK1T1)/=P1THIP1T[c5€GKHK7S\P5:GKHI-‚S);]X95:Qk-@ST5:?vGK]GKHK13Q · iX‡ Á ¸h-@GhGK139GI-0HI-0Z:1.HK7k-0HIGh-@9-@HI-@5:? Zm5:?@J13GTgSy7D9Sy1T~HIJ5:?‚?0]¨/21ST5:9´-@Qk58ED-@91.HIP58HUHIP1GK]GKHK13Q*GIHI58[IHIGU58H‰HI-‚Q€1)õ í$ÿ L [I7DQH^/27¨91358[Iea]-@9-@HI-@5:? Zm5:?@J13GcGI53] ´5:9; Žò dg5:9;ƒHIP1)HÊ/‹7RHK[\ 5 Î13SyHK7:[Š-013GU5:?0/h53]G‰[\13Sy13-0Z:1’HIP1’GI5:Qk1)[I135:?@-0»358HI-07D9%7:Lˆó ì gL•7:[U5:?‚? õ í Á ô i ôTþTþTþ ‡hA‰P139BgHIP1;-@Z:1T[IE:139Sy17:LˆHIP1H^/27¨HK[\ 5 K13SyHK7:[\-013Go58HUHI-‚Q€ 1 éST5:9´e1’58~~[I73½-@Qk58HK13;Bgf-@9HIP1 ST5:GK 1 í Á geX] · iX‡ËiD¸ ü ë  · kò m¸  ë  · ®¸ ü  1y½~®ù  úXü  ü¢ô /UP1T[I 1  í ?@-@Q    ñ ?07:E ü    ð®" í #&%(#-)'*),+ ‡ F H ý ñ î ! · ë  · v¸K¸ ü -‚GcST5:?@?013; HIP1’¼B]D58~fJ97>Z¨1y½X~v7D9139aHTg5:9; î ! · ®¸ $ -@G6135:GI]RHK7kGK1T1.HIP58Hc-0L®HIP1)GK]GKHK13QÇ-@G21T[IE:7;-@S8gHIP-@G2?@-@QR-0HN1y½-@GKHIGh5:9; 13‘aJ5:?@G2HK/7 .‰ù>?07:E ü î ! · ëñ ¸ üËú ‡2V-@QR-@?@58[ [I13GIJ?0HIGhL 7:[‰HIP1&ST5:GK 1 ö Á ST5:9%ev1)L 7DJ9;ƒ-@9ƒl=]XSŠPŒ85´˜T›hš8ŸÏ‡ · Á3Ã:à iD¸Šg5:9;%¼ºJ · Á3Ã:à Ía¸Š‡ A‰P1.58ev7>Z:1)58~~[I7D5:SŠPƒP5:G2HIP1.L•7D?‚?07>/U-‚9E&5:;Z85:9aHI58E:13&G 06-0Hh-@Gh5:9 7:eaZ-07DJGh5:95:?07:EDJ1=HK7€HIP1.GK139G\-0HI-0Z-0H^] Q€135:GIJ[I1ƒ-@9#~J[\13?0]z;1THK1T[\Qk-‚9-@GKHI-@S¨GK]GKHK13QkGTg65:9;#HIP15:GI]XQ€~HK7:HI-@S [I13GIJ?0HIGŽ58[I1[I135:;]ÀHK7µ139P5:9Sy1¨HIP1 J9;1T[\GIHI5:9;-@9E.7:LvHIP1o;1T[\-0Z:13;¨Q€135:GIJ[I1:‡r/21TZ:1T[3gHIP1o5:GK]XQk~HK7:HI-@S‰58~~[I73½-@Qk58HI-07D9 · iX‡ËiD¸N-‚GNHK7X7[I7DJEDP HK7zJGK1-@9~[\5:SyHI-@Sy1ƒ1TZ:139„L 7:[€HIP1ƒST5:GK13G€/U-@HIP?‚58[IE:1 g‹ev13ST5:JGK1HIP21 1U½-@QR58HI-07D9L 7:[ƒHIP1µ;-@GIHI5:9Sy1´ev1THÊ/‹1T139 ë  · ’3ò 8¸65:9; ë  · v¸Š‡6nJ[IHIP1T[\Qk7:[I1:g-@9¨QR5:9d]k~[\5:SyHI-@ST5:?v58~~?@-‚ST58HI-07D9GTgaL•7:[c1y½5:Q€~?01o~[I13;-@SyHI-07D9®gX-0H2-‚G  97:H‰5:?0/h53]G‰~v7DGIGI-0ef?01=HK47 KJGIHI-0L•]¨HIP15:GIG\JQ€~HI-07D9 7:Lr-@;139aHI-@ST5:?®97D-‚GK1)[I135:?@-0»358HI-@7D9®‡ A‰P1N13GIHI-@Qk58HI-07D97:5L P5:Gºev1T139;-@GISTJGIGI13;.ea ] 6o13S\P1T[IH`5:9;}Åo139ST5>] · Á3Ã:à ÿ ¸C5:9;l=]S\PŒ85}˜3›Bš8Ÿ¢‡ · Á3Ã:à iD¸ JGI-@9EƒHIP1 913J[\5:?691THÊ/‹7:[\ŒÀQ€7;13?Ne5:GI13;ÀQ€1THIP7;®gr5:9;#ea]z¼CJ · Á3Ã:à Ía¸}JG\-@9EƒHIP1?07ST5:?@?0]W~7D?@]X97DQR-@5:? [I1TE:[I13GIGI-@7D9ƒQ€1THIP7;®‡ ÛˆÜ•Û 7¨æºá6ߋã§âDã†æCá t®å ߋã^ç“â u ã98 q âDã†æCá ;t := ? 58[IHI-@5:?‚?0]ÂQ€7:HI-0Z858HK13;$ea]HIP1WGIHIJ;-013G¨7:L&97D9?@-@91358[¨~[I13;-@SyHI-@7D9®g‰5#;-|{1T[\139dH58~~[I7D5:SŠP$P5:G e1T139 5:;7:~HK13;€eX]}465875:9;kAC7D9E · Á3Ã:à ÍD5g e¸Š‡2A‰P1T]ŽSy7D9GI-@;1T[rHIP1‰GK139GI-@HI-0ZX-@H^]7:LvHIP1‰Sy7D9;-0HI-07D95:?;-@GKHK[\-0efJHI-07D9®g 7:[‰7D91)7:Lˆ-0HIGcS\P58[Š5:SyHK1T[\-@GKHI-@STG · 1:‡ E‡6HIP1’Sy7D9;-0HI-07D95:?vQ€135:9¸Šg/U-0HIP [I13GK~v13SyHcHK7R-‚9-0HI-@5:?fZm5:?‚J13GT‡Nn7:[oQ€7X;13? · iX‡ Á ¸ŠgB?01TH @î  · ®¸ í .cù ë €ü ëký’í  ú gB5:9B; A  · þ•ü v¸=;1397:HK1}HIP1ŽSy7D9;-0HI-@7D95:?C;-@GKHK[\-0efJHI-07D97:L ë  ED-0Z:139 ëkýUí º‡ É

F HcL 7D?@?07“/UGcL [I7DQ(A`53]?07:[C Gc1y½~5:9G\-07D9ƒHIP58H · iX‡ËÉD¸ î  · Žò 8¸  @î  · ®¸ í î@!  · v¸E‰òF · ü0ü  ü0ü ¸ þ D ¹‹] HIP1SŠP5:-@9ƒ[ŠJ?01:g Uð®ñ · iX‡ Ía¸ î !  · ®¸ í .cù G ý î ! · ë  ¸ ü ëký=í  úDþ @ H 1‰7DJEDP?@]GK~v1358Œ-@9Eg.5:GIGIJQk-‚9E„HIP58HO5:?@?.HIP1ÀL 5:SyHK7:[\GO7D9 HIP131=/UG · 7:[r;13ST53]GŠ¸º1y½~7D9139dHI-@5:?‚?0]./U-0HIPI µ‡`A‰P1T[I1TL•7:[\1:g -0HcL•7D?‚?07>/UGhL [I7DQ · iX‡ËÉD¸cHIP58H‰HIP1&Sy7D9;-0HI-07D95:?Qk135:9GU;-@Z:1T[IE:1 · Sy7D9dZ:1T[\E:1“¸c1y½~v7D9139dHI-‚5:?@?0]R/=-0HIP µ‡ A‰P1’58ev7>Z:17:eGK1T[IZ858HI-07D9%P5:GU5:9%-@Q€~v7:[IHI5:9aHc-@Q€~?@-‚ST58HI-07D9¨-‚9~7D-‚9dHÊ/U-@GK1.~[I13;-@SyHI-07D9 · SyLʇ‰ÈŠÉX‡ Á ev13?07>/.¸Š‡ A‰P-@G)Sy7D9;-0HI-07D95:?NQk135:9À58~~[\7D5:S\P58~~v1358[\G)HK7Oev1RST?@7DGK13?0]”[I13?@58HK13;ÀHK7OHIP1R58~~[I7D5:S\P#7:L x 7D?|{ · Á3Ã:à iD¸Š‡ n7:[U1y½5:Q€~?01:gL 7:[‰HIP1&ST5:GK 1 í Á g ‰ð®ñ Á Á · iX‡ Ä ¸ ¸ K ?07:E ü @î !  · ®¸ üDí ?07:E ü .cù G ý î ! · ë  ¸ ü ëký=í  úXü J  · v< H /‹7DJ?‚;~[I7:e58e?@]k~[I7“ZX-@;1)HIP1GI5:Q€1)~[I7:?01)5:G x 7D?0L{ C LG …^GKHK1T~W5:P135:;%?07ST5:?B¼B]D58~fJ97>Z 1y½~7D9139dHT‡ Æ"Q€7:[I1Ž-@9L 7:[\Qk58HI-0Z:1&/25>]O-@G=HK7 Sy7D9GI-@;1T[=HIP1&ED?@7:e5:?C;1TZX-@58HI-@7D9O7:LrHIP1ŽSy7D9;-@HI-07D95:?º;-@GKHK[\-0efJHI-07D97:L ë  ED-0Z:139 ë ý ‡ x 1¨Sy7D9GI-@;1T[)HIP1RQ&JHIJ5:?r-@9L 7:[\Qk58HI-07D9”ef5:GK13;”7D9zHIP1k_J?@?0e5:S\Œd…^¼º13-0e?01T[.-@9L 7:[\Qk58HI-@7D9®g /UP-@SŠPƒQk53]ev1)1y½X~[I13GIGK13;ƒ5:GUL•7D?@?@7>/UGT‡ MN · ºO³ 8¸ Q í P &ù A  S· R ü kò m¸ TA  S· R ü ®¸ ú ?07:Ef&ù A  S· R ü kò m¸ U,A  S· R ü ®¸ ú ; R þ F H‰-@G‰ŒX97“/U9ƒHIP58HUL•7:[UG\Qk5:?@V? dg MW · ºO³ 8¸cP5:GcHIP158~~[I7>½-‚Qk58HI-07D9 · iX‡  ¸ ò F · ü0ü  ü0ü [ ¸ ô MN · ºO³ 8¸ í XY ñ Z  · ®E¸ ‰ /UP1T[I1 · iX‡¢j:¸ Y ñ Z  · v¸ \ í P A !  S· R ü v¸ A ! X S· R ü v¸ U,A  S· R ü ®¸Ó; R þ A‰P1T[I1TL 7:[I1:gh-0L=/21OHK[\1358HRHIP1O-‚9-0HI-@5:?2Z85:?@J]1 $5:GR5µ~f58[\5:Q€1THK1T[ Z:13SyHK7:[¨7:L.HIP1O;-@GKHK[\-0efJHI-07D9®/’g5R;-0[I13SyHh13GKHI-@QR58HK7:[UL 7:a[ Y [ Z  · ®¸hST5:9ƒev1’Sy7D9GKHK[\JSyHK13;®‡ Aº7µGK1T1ƒHIP58HŽQk135:GIJ[I13G M  · þ ³ þ ¸}5:9; `  · þ ³ þ ¸}58[I1%Q€7:[I1ƒ-@9L 7:[\Qk58HI-@Z:1¨HIP5:9„HIP1Qk135:GIJ[I1ƒ;1T[\-@Z:13; L•[I7DQ(HIP1’Sy7D9;-0HI-@7D95:?®Q€135:9%58~~[I7D5:S\P®gf?01THUJGcSy7D9G\-@;1T[‰HIP1)L 7D?@?07“/U-@9EŽ7D91y…^;-@Q€139GI-@7D95:?vQ€7X;13? bfdì cCñ2f í eDbfì ò g · bfì E¸ h dì cCñ>ô /UP1T[I1 e -@G65&[I135:?Sy7D9GKHI5:9aHTig g · þ ¸N-‚G6~v7DGI-0HI-@Z:1U5:9; ;-|{v1T[I139dHI-‚58e?01‰LJ9SyHI-07D9Bga5:9;O ù h ì ú 58[I1o-†‡ -§‡ ;®‡rGKHI5:9;58[Š; 97:[\Qk5:?§‡R¿oeXZ-07DJGI?0]:g®HIP1RSy7D9;-0HI-@7D95:?rQ€135:9 @î  · ®¸ í .‰ù bj€ü bfý€í  ú¨$ í e  º‡RA‰P1T[I1TL•7:[\1:gBea] · iX‡ Ä ¸Šg ü k Á grHIP1GI]XGKHK13Q -@G}ED?07:ef5:?@?0]z5:G}/‹13?‚?‹5:G J  í ?@7:E ü e2ü g25”Sy7D9GKHI5:9aHTgN/UP-@SŠP#-‚9;-@ST58HK13G}HIP58HŽ/UP139 ü eh< ?07XST5:?‚?0]kGKHI58e?01.5:GhL58[‰5:GhHIP1oSy7D9;-0HI-07D95:?Q€135:9ƒ-@GhSy7D9Sy1T[Š913;®‡N/21TZ:1T[3g-0Hh-@G2135:GK]RHK7kGI1T1oHIP58H MN · þ ³ þ ¸ 5:9; `/ · þ ³ þ ¸‰58[I197k?07D9E:1T[USy7D9GKHI5:9aHIGT‡‹n7:[U1y½5:Q€~?01:g É l g · vo¸ nd[wv þ Á ù e [6òÚmi l g ! · ®o¸ nd[ úDô Y Z ñ · v¸ í Á Y ñ Z ñ · v¸ í e [6ò [ · · g [ v¸ Íqp rsgst v¸_u i ! A‰P1T[I1TL 7:[I1:gdHIP1T[I1=-@G‹GK7DQ€1=Zm58[\-‚58HI-07D9R-@9kHIP1=GK139GI-0HI-0Z-0H^]}7:L®HIP1oSy7D9;-0HI-07D95:?;-@GKHK[Š-0eJHI-07D9}/U-@HIP€[I13GK~v13SyH6HK7 HIP1U-@9-@HI-@5:?XZm5:?@JL1 ºga/UP-@SŠPk-@GN;J1cHK7HIP1‰~[I13GK139Sy1‰7:L®HIP1USy7D9;-0HI-@7D95:?P1THK1T[I7DGISy13;5:GKHI-@ST-0HÊ]R-@9ŽHIP1oQ€7X;13?§‡ Æ=?‚?rHIP1¨58ev7“Z:1¨Q€135:GIJ[I13G&58[\1¨;1T913;µL•7:[&½133; µ‡ F 9aHIJ-0HI-@Z:13?0]:gº/UP1339 yx z$gCHIP1¨Sy7D9;-0HI-07D95:? 1y½X~v13SyHI58HI-07D9 @î  · ®¸‰/=-@?@?CHK139;WHK7ƒHIP1€J9Sy7D9;-@HI-07D95:?B1y½~v13SyHI58HI-07D9®gB5:9;Wev7:HIP MW · ºO³ 8¸.5:9; `/ · CO³ m¸ /U-@?@?BSy7D9aZ:1T[IE:1ŽHK7 ÿ gfev13ST5:JGI1&HIP1ŽGK]GKHK13Q /U-@?@?®1TZ:139aHIJ5:?@?@]O?07DGK1}-0HIG=Qk13Q€7:[I]%7D9W-0HIGo-@9-0HI-@5:?ºGKHI58HK1€;J1HK7 HIP1c5:STSTJQ&J?@58HI-07D9Ž7:L[\5:9;7DQ"97D-‚GK12-‚9ŽHI-@Q€1h1TZ:7D?@JHI-07D9B‡`/21TZ:1T[3g-0Hˆ/U-@?@?aev12-@9aHK1T[I13GKHI-‚9E.HK7’GK1T1c/UP1THIP1T[ HIP1oGI13Sy7D9;RHK1T[ŠQ-‚9¨5:9 5:GK]Q€~HK7:HI-@S=1y½X~f5:9GI-07D9¨7:L MW · ºO³ 8¸Šg7:[ `/ · ºO³ 8¸Šg7:[21TZ:139 Dî  · .{ò 8|¸  @î  · v¸ /U-@?@?ED-@Z:1oJG25:9-@9;-‚ST58HI-07D9k7:LBHIP1oGK139GI-0HI-0Z-0H^]Ž7:LBHIP1oGK]GKHK13Qƒ‡NÆoG‹L 58[c5:G2/‹1oŒ97>/’gHIP-‚G‹GKHI-‚?@?[I13Qk5:-‚9G‹5:9 7:~139~[I7:e?013Qƒ‡NÆo?@GK7€7:~v139ƒ-@G‰HIP1)1y½-‚GKHK139Sy1’7:LˆHIP1’?@-‚Qk-0H27:L J  · v¸h5:aG "x}z‡ Aº7O139;µHIP1 ;-@GISTJG\GI-07D9W7D9ÀGK139GI-0HI-0Z-0H^]:gº/‹1RQk139dHI-07D9#5ƒHK[\-0Z-@5:?r5:GK]Q€~HK7:HI-‚S€[I13GIJ?@H)/UP-@SŠPz-@9;-‚ST58HK13G HIP58Hc-0Lº-@9 Q€7;13? · iX‡ Á ¸‹HIP1)97D-@GK1)-@G2GIQk5:?@?†gaHIP1)Sy7D9;-0HI-07D95:?f1y½X~v13SyHI58HI-07D9O58~~[I7D5:SŠP/U-@?@?ED-0Z:1)58e7DJH‹HIP1 GI5:Q€1)Q€135:GIJ[\1’5:GhHIP1’¼B]D58~J97>Z¨1y½X~v7D9139aHc;1T913;-@9´ÈŠiX‡ Á ‡‹n7:[UGI-@Q€~f?@-@ST-0HÊ]}7:L`~[I13GI139dHI58HI-07D9Bg/‹1)GKHI58HK1 HIP1)[I13GIJ?@H‰-@9HIP1’ST5:GK1 í Á ‡ Ä

‡2VJ~~v7DGK1=HIP58HU5€7D91y…^;-‚Q€139GI-07D95:?f[Š5:9;7DQ(GK]GKHK13Q(-‚G‰;1T913;eX] bdì cCñ Z  f í ‹ · bŒì Z  ¸Bò g  h dì cCñ3ô õ í Á ôTþTþTþ>ô µ]O-@G‰HK7 13GKHI-@QR58HK1&HIP1&~[I13;-‚SyHI-0Z:1;-@GIHK[\-0eJHI-@7D9®‡‹¼º1THaA  · þ•ü ®¸cev1’HIP1Ž;-@GIHK[\-|… eJHI-07D9O7:L bj ED-0Z:139 ëký’íÿ ‡)n5:9®g46587ƒ5:9;WAº7D9E · Á3Ã:à ÉD¸=~[\7:~7DGI13;OHIP1}L 7D?@?07>/=-@9ER?07ST5:?@?0]ƒ‘XJ5:;[\58HI-‚S [I1TE:[I13GIGI-@7D9ÀQ€1THIP7;zHK7W13GKHI-@QR58HK1R~[I13;-@SyHI-0Z:1R;-‚GKHK[\-0eJHI-07DÂ9 A  g`/=P-@S\P#5:?@GK7W?0135:;G’HK7´13GKHI-@Qk58HK13G}L 7:[HIP1 GK139GI-0HI-@Z:1.Qk135:GIJ[I13G=;1T[\-0Z:13;ƒ-@9WȊiX‡ËiX‡ ˆÜ•Û ’

¹

· þ•ü ®¸ ¼B1TH M · þ ¸2ev1)5k;139GI-0H^] LJ9SyHI-07D9®g5:9; MNÑ ·ŒÒ ¸ ífM ·ŒÒ UÅÓf¸UÅÓ®‡hl=7:HK1HIP58H û · MNÑ Ô · b5  R ¸ ü ëkýUí ®¸  A  ·SR ü v¸ ô 5:GZ:1 û · MÕÑ,Ô · bj  R ¸ ü ëký=í Ò ¸  A  S· R ü Ò ¸ Á A  S· R ü v¸Bò A  ! S· R ü ®¸ X Œ· Ò {v¸®ò  i Œ· Ò {®¸ XA × S· R ü v¸ Œ· Ò {v¸ K Ø ý  ò Ø ñX Œ· Ò {v¸ºÙò Ø [X Z:13S8ù Œ· Ò 3v¸ Œ· Ò 3v¸ X úDô /UP1T[I1 A !  S· R ü ®¸ Û í ÚÜEÝô [ [ ø [ ª [ A  S· R ü v¸ ª [ A  S· R ü ®¸ ª [ A  S· R ü v¸ X ô ôTþTþTþ>ô ª  ð®ñ ª  þ ª  ñª  ø ª[ªt ø (ø æ b27D9GI-@;1T[\58HI-07D9GU7:L6HIP[email protected]58HIJ[I1}G\JE:E:13GKH)HIP1}L•7D?‚?07>/U-‚9E ?@135:GKHoG\‘aJ58[\13G.~[I7:e?013]Q 0‰?01TH Ø Ì ý 5:9; Ø Ì ñ 5:9; Ø Ì [ Qk-@9-@QR-0»T1  i ð  ì  ñ · MÕÑ,Ô · bdì c|  R ¬¸ TØ ý TØVñX · ë€ì {®¬¸ {ØV[X Z:13S8ù · ë€ì 3v¸ · ë€ì {®ç¸ X ú ¸ [Dè ÑÅé · ë€ì {v¸ ô · ÉX‡ËÉD¸ /UP1T[I1 è -@Go5¨97D991TED58HI-0Z:1}L J9SyHI-07D9®g/=P-@S\PWGK1T[IZ:13G.5:G.5¨Œ:1T[\913?CL J9SyHI-07D9®gf5:9Â; Ó ñ -@GUHIP1}e5:9;/U-‚;HIP®g Sy7D9dHK[I7D?‚?@-@9E”HIP1%GI-@»T1ƒ7:L=HIP1´?07XST5:?c913-0EDPdev7:[\P7a7;®‡„A‰P139®g2ST?01358[\?0] Ø Ì ý 5:9; Ø Ì ñ 13GIHI-@Qk58HK21 A  S· R ü v¸Ž5:9; A !  S· R ü ®¸2[I13GK~v13SyHI-0Z:13?0]:g95:Q€13?0]:g A Ì  S· R ü ®¸ í Ø Ì ý 5:9; A !  S· R ü ®¸ í Ø Ì ñTþ à ÊsËdÌ;Ë ‰

͑ƒ&… „ŒÎÇÏi… „S€5ˆŸ€5Ð A 

A‰P1’?0135:GKH΅^G\‘aJ58[\1)HIP1T7:[I]~[I7“ZX-@;13GhHIP1GK7D?@JHI-07D9s0 ð®ñ · ÉX‡ Ía¸ Ø Ì í · Ø Ì ý:ô Ø Ì ñX ô Ø Ì X ¸ X í · ë X è ë ¸ ë X è b‹ô [ /UP1T[I1 ë -@GcHIP1’;13G\-0ED9…^Qk58HK[\-0½¨7:LˆHIP1’?0135:GKH΅^G\‘aJ58[\1’~[I7:e?@13Q · ÉX‡ËÉD¸Šg è í ;-@58E · è ÑÅé · ëñ {v¸ ô&ê&ê&ê“ô è ÑÅé · ë  i ð  ëv¸K¸Šgº5:9; b*í · MNÑ Ô · bºçñ c|  R ¸ &ô ê&ê&ê>³ô MNÑ,Ô · b   R ¸K¸ X ‡}n5:9Bg®46587O5:9;”AC7D9E · Á3Ã:à ÉD¸)P5:G ~[I7>Z:13;„HIP58H€HIP113GKHI-@Qk58HK7:[\GµA Ì  S· R ü v¸}5:9; A !  S· R ü v¸}58[\15:GI]XQ€~HK7:HI-@ST5:?@?0]97:[\Qk5:?§gN5:9;;-@GISTJGIGI13;ÀHIP1 -@GIGIJ1.7:L`HIP1GK13?@13SyHI-07D9ƒ7:Lˆe5:9;/=-@;HIP¤G Ó ñ 5:9; Ó [ ‡ F Lr/21ŽJGK1Ž?07XST5:?‚?0]ƒSy7D9GKHI5:9aHoHKHI-@9Eg`Œœ 의 ì.?01T²H Ø ñ 5:9B; Ø [ ev1 ÿ -@9 · ÉX‡ËÉD¸Šg®HIP1}?@135:GKHoG\‘aJ58[\13G=58~~[I7D5:S\P /U-@?@?f?0135:; HK7}HIP1.Sy7D9aZ:139aHI-07D95:?vŒ:1T[\913?13GKHI-‚Qk58HK7:[cL•7:[cHIP1.Sy7D9;-0HI-07D95:?;139G\-0H^]€LJ9SyHI-07D9 · SyLӂ‡ 1‰7DGK139ae?@58HKH Á3à :à ¸Š‡ ñ · ®¸ Ïjˆ@í Y [ Z  · v¸ n7:[´G\-@Q€~?@-‚ST-0H^]Â7:L}~[I13GI139dHI58HI-07D9BgoL [I7DQ 97>/Õ7D9 /‹1zHK[\1358H%7D9?0]5ÂJ9-0Z858[\-@58HK1µST5:GK1:g&-§‡ 1:‡¸ í Á 5:9; ë€ì’íÛbfì ‡À/21TZ:1T[3g2e7:HIPHIP1HIP1T7:[\]#5:9;HIP1ƒQ€1THIP7;„E:1391T[\5:?‚-0»T1ƒ-@9#5:9„7:eXZ-07DJG}/25>]#HK7”HIP1 Q&J?@HI-0Zm58[Š-@58HK1ST5:GK1ŽeJH=/U-0HIPWQ€7:[I1}Sy7DQ€~?@-@ST58HK13;”97:HI58HI-@7D9®‡on7:[oHIP1}J9-0Zm58[Š-@58HK1ST5:GK1:g®HIP1}13GKHI-@QR58HK13Go-‚9 · ÉX‡ Ía¸cST5:9%ev1.1y½~[I13GIGK13;O5:G ÌØ œ ·  ô R ¸ í Ó ð®ñ ñ   ið  è œ” î bfì Ó {ñð ï MNÑ,Ô · bfdì c|  R ¸ ò · ÉX‡ Ä ¸ ô ñŽí$ÿô Á ô ì ñ /UP1T[I1  · ´ ð®ñ · Á ô Ó ñ õ ô Ó [ñ õ [ ¸ ´ « è · õI¸ ô è œ õI¸ í ó œ‚ó  /U-0HIP%ó œ ev13-@9EŽHIP1’J9-@H2Z:13SyHK7:[o/U-0HIP · ñ ò Á ¸ ì Ñ 13?013Q€139aH Á 5:9; ùOú ÷  Z ý ÷  Z ñ ÷  Z [ úú  i ð ú ú  í ôõõ ÷  Z ñ ÷  Z [ ÷  Z t ô ÷  Z œ í ì ñ · bì T®¸ œ è Ñé · bfì Tv¸ þ ó  · õ  õ û ÊsËdÌ;ËdÌ

͑ƒ&… „ŒÎÇÏi… „S€5ˆŸ€5Ð Y Z 

õö

÷  Z[

÷  Zt

÷  Zø

x @- HIPHIP1W;1T[\-0Z858HI-0Z:1´7:L)HIP1´Sy7D9;-0HI-07D95:?=;139GI-0HÊ]„13GKHI-@Qk58HK13;ea] · ÉX‡ Ä ¸Šg.5À958HIJ[\5:?‰13GIHI-@Qk58HK7:[L•7:[ Y Z  · v¸h-‚G [ Y Ì Z  · v¸ í P Ø@Ì ñ[ ·  ô R ¸Ó; R [  i ð   ið  í Ó Á [ñ  ñ  ñ è ñ  î b  Ó {ñ  ï è ñ  î b œ Ó {ñ  ï P\MÕÑ,Ô · b  c|  R ¸ MÕÑ,Ô · b œ c|  R ¸Ó; R þ H œŽ Æ=GIG\JQ€1)HIP58H‰HIP1)Œ:1T[\913? M · ê ¸h-@GcGI]XQkQk1THK[\-@S8‡6A‰P139®g P\MNÑ,Ô · b   R ¸ MÕÑ,Ô · b œ  R ¸Ó; R ü í M{Ñ ý Ô · b   b œ ¸ ô Áÿ

/UP1T[I1 M ý í"Mÿþ²M -@G}5”Sy7D9dZ:7D?‚JHI-07D97:LUHIP1 Œ:1T[\913?2LJ9SyHI-07D9 M /=-0HIP#-@HIGK13?0LӇWA‰PXJGTgˆHIP1~[\7:~7DGI13; 13GKHI-@Qk58HK7:[oST5:9ƒev1)1y½X~[\13GIGK13;%5:G Á   ið    ði è ñ  ë  T è ñ  ë œ { M Ñ,ý Ô · b  c|  b œ c| ¸ þ · ÉX‡  ¸ Y Ì Z  · v¸ í [ Ó [ñ ñH œŽ ñ î Ó ñ ï î Ó ñ ï A‰P1k5:GK]Q€~HK7:HI-@SR97:[\Qk5:?@-@H^]WL•7:[’HIP1R58ev7>Z:1R13GIHI-@Qk58HK7:[&P5:G)ev1T139µ13GKHI58e?@-‚GIP13; · SyLcn5:9®gC46587´5:9;ÀAº7D9E Á3Ã:à ÉD¸Š‡ Æ=95:?07:E:7DJGI?0]:g5:9%13GKHI-@Qk58HK7:[=L•7:a[ Y ñ Z  · v¸hST5:9%e1’;1T913;eX] · ÉX‡¢j:¸ Y Ì ñ Z  · v¸ \ í P ØDÌ ñ[ ·  ô R ¸ U Ø Ì ý ·  ô R ¸Ó; R ô /U-0HIP#HIP1ƒJGIJ5:?2Sy7D9dZ:139aHI-07D9 ÿ U ÿÀíÿ ‡#A‰P158e7“Z:1%-@9aHK1TE:[\58HI-07D9„-@G}H^]X~-@ST5:?@?@]µ9-0HK1J9;1T[ŽGK7DQ€1ƒQk-‚?@; Sy7D9;-0HI-07D9GT‡rZ:1T[Š58E:1)~[I7:e58e-‚?@-0H^] ! Á  e gf-§‡ 1:‡ · ÉX‡  ¸ ù bj º"  · ®¸ ü ëký=í  úoí Á  e6þ F 9GI~-0[I13;µeX]µHIP1GKHIJ;-@13G-@9À~7D-‚9dHÊ/U-@GK1¨~[I13;-@SyHI-@7D9®gC5W958HIJ[\5:?2‘XJ13GKHI-07D9-@G}P7>/ÇGK139GI-@HI-0Z:13?0]”HIP1Sy7>Z:1T[ ~[I7:e58e-‚?@-0H^];1T~v139;GU7D9WHIP1}-‚9-0HI-@5:?®Z85:?@JI1 º‡.A‰P1&L•7D?@?@7>/U-@9E ? [I7:~v7DGI-@HI-07D9´i¨-@9;-‚ST58HK13GUHIP58H.HIP1ŽGK139G\-|… HI-0ZX-@H^]ST5:9ƒev1’Q€7D9-0HK7:[I13;%ea] HIP1Q€135:G\J[I 1 Y ñ Z  · ®¸h-@9aHK[I7X;JSy13;ƒ-@9WȊiX‡ËiX‡ r‡ ¼B1THA  · þ•ü ®¸ˆev1hHIP1USy7D9;-@HI-07D95:?;139GI-@H^]}L J9SyHI-07D9Ž7:L b  ED-@Z:139 ë ý í Tºƒ÷ ø gd5:9;k5:?‚? HIP1’GK13Sy7D9;ƒ~f58[IHI-@5:?®;1T[\-@Zm58HI-0Z:13Gh7:L@A  ·SR ü v¸2[I13GI~13SyHcHK7W58[I1)ev7DJ9;13;B‡ˆAUP139L•7:[‰5:9a]ev7DJ9;13;#  · þ ¸ GI58HI-@GKL ]X-‚9E · ÉX‡  ¸c! 5:9B; º%÷ ø g ü ù bj º   · ®¸ ü ëký=í ŽŸò  ú  · Á  e ¸ ü · Á  e ¸ Ôé ù ,XY ñ Z  · vE¸  ú Ôé ›ò ¨ · ü0ü  [aü0ü ¸ ™ ü0ü  ü0ü · Á  e ¸ Ôé l HK[3,ù Y ñ Z  · v¸ ú n Ôé Ÿò ¨ · ü0ü  [aü0ü ¸ ô ™ /UP1T[I 1 Y ñ Z  · ®¸h-@Gc;1Tf913;%5:G‰-@9 · iX‡¢j:¸Š‡ ~  €5‚€jƒ „d…†„‡€|ˆ Ì

‡ F H‰! L 7D?@?07“/UGhL•[\7DQ · ÉX‡  ¸hHIP58H ù b  º"  · v¸ ü ë ý í Žò ú)íQP%$ A  ·SR ü €òŸm¸Ó; R Ý ' ),+ í P $ &ù A  S· R ü v¸Bò X A !  ·SR ü ®¸ ú ; R òŸ¨ · ü0ü  ü0ü [ ¸ í Á  e ò P $  X A !  ·SR ü v¸Ó; R òŸ¨ · ü0ü  ü0ü [ ¸ þ Ý ' ),+ Ý '*),+ ¹‹]%bh5:JSŠPd]a…ÓVSŠPd/h58[I»&-‚913‘aJ5:?@-0H^]¨HIP58H &&& P $  X A  ·SR ü v¸Ó; R &&& ™ ¬P $ A  ·SR ü v¸Ó; R P ù  X A !  ·SR ü ®¸ ú [ ; R Ôé A  ·SR ü v¸  && ݽ'*),+ ! && ݽ' ),+ é ù · Á  e E¸ XY ñZ  · vE¸  ú Ô þ ™ ~  €s€5Ð

Ái

ÊsËHÊsËdÌ

' )(* +

,.-V/0(… „+qƒ

~ w wˆ|… „ wƒNÏjˆ@í

Æ 958HIJ[\5:?d/h53]}HK7)Sy7D9GKHK[\JSyHˆ5o~[\13;-@SyHI-0Z:12-@9dHK1T[\Zm5:?-@GCHK7)13GKHI-@Qk58HK1hHIP1cSy7D9;-0HI-07D95:?d~1T[ŠSy139dHI-@?@13GC7:L bj ED-0Z:139 ëký ‡2VX~v13ST-0fST5:?@?0]:gXL•7:[ e ºÇl ÿô Á n†gHIP1 Á ÿ:ÿe …†HIPWSy7D9;-0HI-07D95:?v~1T[ŠSy139dHI-@?@1o7:L b5 ED-0Z:139 ëkýUí ºO÷ ø -@Gc;1T913;ƒ5:G 12 2 Z  · v¸ í 58[\E&Qk-@9  û€ù=÷ · b5  â ¸ ümëkýUí  úDô ß 3 ß 4 /UP1T[I1)HIP1’?@7DGIGcLJ9SyHI-07D9 2 · ÉX‡ à ¸ ÷ S· R ¸ í   ¡ž5 · Á  e ¸ ü R ü R ™Âÿô R76 ÿþ ehü R ü 12 ! F 9RL 5:SyHTgHIP1o[I13?@58HI-07D9 1 2 eµí ù b5 1™ 2 Z  · ®¸ ü 5ëký=í  ú P7D?@;GT‡rA‰P1T[I1TL 7:[I1:gdED-@Z:139Où bfìÎô õ ™ µ ú g b  c| /U-‚?@? e1)-@9%HIP1’-@9aHK1T[IZm5:½? l ã [ Z  · ë  ¸ ô ñKð ã [ Z  · ë  12o¸ nº/U-0HIP~[\7:e58e-@?@-@1 H^]2 Á  e ‡ V-@Qk-‚?@58[UHK7WȊÉX‡ËiXgB/21€JGK1}HIP1Ž13GKHI-@Qk58HK7:[\G Ì Z  · v¸ í â Ì 5:9; Ì ! Z  · v¸ í Ì gvea]WGK1THKHI-@9E · â Ì ô Ì ¸U5:GoHIP1 Qk-@9-@QR-0»T1T[ · /=-0HIPƒ[I13GK~v13SyHcHK7R5R5:92 ;ƒeƒ[I13GK~v13SyHI-0Z:13?@]¸27:L`HIP1’LJ9SyHI-@7D9  i ð ë ì 3 ô  ÷ ù bdì c|  â   ´ · ë€ì {v¸ ,ú M î Ó ï ì ñ /UP1T[I1 M · þ ¸h-@Gc5k~[I7:e58e-‚?@-0H^]¨;139GI-0HÊ]RLJ9SyHI-07D97D9´÷)ø8g5:9B; Ó´-@Gc5€e5:9;/U-@;HIPB‡ Æ=9O5:?0HK1T[\958HI-0Z:1&58~~[I7D5:SŠP%-@GcHK7RSŠP5:9E:1’HIP1?07DGIGcLJ9SyHI-@7D9 · ÉX‡ à ¸hHK7R5k‘XJ5:;[Š[email protected] J9SyHI-07D9 8:9 ·SR ¸ í   ¡ž5 ; · Á R [ ;Ÿºël ÿô Á n†gHIP1 Á ÿ:ÿ ;ˆ…†HIPOSy7D9;-@HI-07D95:?1y½X~v5 13SyHI-@?@1)7:L b5 -@GU;1T913;ƒ5:G ? 9 Z  · v¸ í 58[IE&Qk-‚9 ß 3,ß 4  û€@ù 8:9 · b5  â ¸ ümëkýUí  úDô · SyLʇ)l=1T/25>]W5:9; ? 7>/213?@? Á3à  j:¸Š‡l=7:HK1€HIP58H ? 9 Z  · ®¸‰[\13;JSy13G=HK7û · b  ü ë ý í v¸‰/UP13A9 ; í [ñ ‡ F HoST5:9 e1.~[\7>Z:13;%HIP58H ; í ûkù ü b5 û€ ù ? ü b59  Z   · v?¸ 9ü YCZ  BED · Ý/v¸F üXHGJümIëkÝ 'ýU),+í K ümëkú ýUí  ú þ lU7“/’g ? 9 Z  · v¸oST5:9µ5:?@GK7ev1€JGK13;WHK7%Sy7D9GKHK[ŠJSyH)5~[I13;-@SyHI-@Z:1}-@9aHK1T[IZ85:–? 0UED-@Z:139ù bìKô õ ™ µ ú gB~[I13;-@SyH ? l ? 9 ã [ Z  · ë  ¸ ô ? ñKð 9 ã [ Z  · ë  o¸ nº/U-0HIP Á ÿ:ÿ · Á ]HIP1’LJ9SyHI-07D9  i ð ë€ì { ô  : 8 ® 9 ù bfdì c|  â   ´‹· ë€ì 3v¸ D ú M î Ó ï ì ñ 5:9;%;1T91oHIP1’13GKHI-@Qk58HK7:[ŠG¨? Ì 9 Z  · ®¸ í â Ì g ? Ì ! 9 Z  · ®¸ í Ì ‡ ÁÉ

F H -@G€135:GK]ÚHK7„Sy7D9GKHK[ŠJSyH¨5ÀL 5:GKH -0HK1T[\58HI-0Z:1W5:?0E:7:[\-0HIPQ HK7Sy7DQk~JHK1zù? Ì 9 Z  · v¸ ô ? Ì ! 9 Z  · v¸ ú · SyLʇ$46587 5:9;#AC7D9E Á3Ã:Ã:Ä 5d¸Š‡ÀÆo?0HIP7DJEDP5W~[I13;-@SyHI-@Z:1¨-@9aHK1T[IZ85:?6e5:GI13;À7D9„Sy7D9;-@HI-07D95:?N1y½~v13SyHI-@?013GŽ-@G}Sy7D9dZ:139-0139dH HK7zSy7DQ€~JHK1:g2-0H};7a13G€97:HkP53Z:1ƒHIP1%Sy7D9aZ:139dHI-@7D95:?c~[I7:ef58e-@?@-0HÊ]z-@9aHK1T[I~[I1THI58HI-07D9„-@9E:1391T[Š5:?§‡#/21TZ:1T[3g l ? 9 Z  · ë  ¸ ô ? ñKð 9 Z  · ë  o¸ nCSy7DJ?‚;e1’Sy7D9GI-@;1T[I13;ƒ5:GU5€[I135:GK7D958ef?01’-@9aHK1T[IZm5:?B~[I13;-@SyHK7:[c1y½HK139;13;%L•[I7DQ ã[ ã[ HIP1kSy7D9;-0HI-@7D95:?`1y½X~v13SyHI58HI-07D9®‡}46587O5:9;µAº7D9E · Á3Ã:Ã:Ä 5d¸P5:G.~v7D-@9aHK13;”7DJH)HIP58HTg`-@9”5ƒGK~v13ST-@5:?ˆST5:GK1:gºHIP1 58e7“Z:1o5:GI]XQkQk1THK[\-@S‰?0135:GIH‹GI‘XJ58[I13G258~~[I7D5:SŠP¨ST5:9¨ev1UJGK13;RHK713GKHI-‚Qk58HK1oSy7D9;-0HI-07D95:?~1T[ŠSy139dHI-@?@13GN;-0[I13SyHI?@]:‡ F 9%~[\5:SyHI-@Sy1:g/211 J2 GK1)HIP1’L•7D?‚?07>/U1 -‚9EŽ2 H^/27RŒ-@9;G27:Lˆ-@9dHK1T[\Zm5:?@G‰HK7k~[I13;-‚SyH b  c| L [I7DQ ù bfìÓô õ ™ µ ú g lÌ l†? Ì 9 Z  · ë  ¸ ô ? Ì ñKð 9 Z  · ë  o¸ n þ Z  · ë  ¸ ô Ì ñKð Z  · ë  o¸ n ô ã[ ã[ 1ã 2 [ 12 ã [ A‰P1Ž5:GK]Q€~HK7:HI-@S}97:[\Qk5:?‚-0H^]ƒ7:L‹HIP1&13GIHI-@Qk58HK7:[\G.L 7:[ Z  · v¸ ô ! Z  · v¸ ô ? 9 Z  · v¸ŠgB5:9; ? ! 9 Z  · ®¸U/‹1T[I1 ~[I13GK139aHK13;%-@9 46587 5:9;%AC7D9E · Á3Ã:à Í:e¸Š‡

PRQ €Çχ…CwňDÏm…†„STB()wí¬„(…,€j†ƒ n7:[N 6 Á g2HIP12 …^GKHK1T~5:P135:;~[I13;-‚SyHI-0Z:1ƒ;-@GKHK[\-@eJHI-07D93A  · þ•ü v¸Ž-@G€97:Hk5:?0/25>]XG¨GK]QkQ€1THK[\-@S5:9;

ÊsËHÊsËHÊ

J9-@Q€7;5:?§‡ x P1393A  · þ•ü ®¸’-@G&5:GK]QkQ€1THK[\-@Sk7:[}Q}J?0HI-|…^Qk7X;5:?†gºHIP1¨~[I13;-@SyHI-@Z:1R-@9aHK1T[IZm5:?‚GSy7D9GKHK[ŠJSyHK13;#-‚9 ȊÉX‡ËÉX‡Ëi?07DGI1cHIP13-0[658~~v135:?§‡ˆAC7Sy7:~v1‰/U-0HIP€GIJS\PkST5:GK13G3ga/21U97“/ÂED-0Z:1U5:?0HK1T[Š958HI-0Z:13GNef5:GK13;€7D9kHIP1‰~[I13;-‚SyHI-0Z:1 ;-@GKHK[\-@eJHI-07D9¨5:G‰L 7D?@?07>/=GT‡

U VÏ -D„SÎZ:1HÊ/‹"7 N 139;ƒ~v7D-@9aHI&G Ce5:GK13;ƒ7D9%HIP1’13GKHI-@QR58HK132; A  · þ•ü v¸Š‡ ÁÍ A  SR 

P

Ýé ‡‹V-@9Sy1 Ó Ì  -@Gh5}Sy7D9GI-@GKHK139aHh13GKHI-@Qk58HK1)7:¬L Ó  · SyLӇ · ͇  ¸K¸Šgf5¨¥Š¤kš8Ÿ ŸXZm5:?@J1=7:L Ó Ì  /U-‚?@? -@9;[email protected]58H=Q€7X;13? · ͇ Á ¸‰-@Gh7:~v1T[\58HI-@7D95:?@?0] ;1THK1T[\Qk-@9-@GKHI-@S8‡ ¿oLhSy7DJ[\GK1:g`-0H.[I13Qk5:-@9G’HK7O;13ST-@;1€P7“/GIQR5:?@?r-@G}¥Š¤kš8Ÿ Ÿ®-@9”HIP-@GSy7D9dHK1y½HTgCL 7:[’HIP1R~J[I~v7DGK1}7:Lh/UP-@SŠP 46587¨5:9;ƒAC7D9E · Á3Ã:Ã:Ä e¸‰P5:GUG\JE:E:13GKHK13;%HIP1)L•7D?@?@7>/U-@9E}ev7X7:HIGKHK[\58~%HK13GIHT‡

‹/€s€i…,ƒ&…  Ïi C… wƒ&… 0

Á ‡Un7:[’HIP1€ED-0Z:139µ;58HI5”ù · ë€ìKô³bfì ¸ ô Á ™ õ ™ µ ú gºS\P7X7DGK1Œ  í l ⠈ ÷  µ ð®ñ ãwv ô ⠉ ÷  µ ð®ñ ãwv n†gB/UP1T[I1 ÷  -‚G HIP1 GI5:Q€~?01 GKHI5:9;58[Š;À;1TZ-@58HI-07D9#7:L.ù ë€ìÎú gN5:9; ÿÇk ⠈ k ⠉ k z 58[I1Sy7D9GKHI5:9aHT‡µ¿.eHI5:-@9µHIP1 13GKHI-@QR58HK1 ÓmÌ  ea] · ͇ Ä ¸.‡hVX~v13ST-0L•] 5:9%-@9aHK1T[IZ85:‚? l ÓVˆ ô Ӎ‰Ånº/UP-@S\PƒSy7D9aHI5:-@9G ÓiÌ  5:G=5:9%-@991T[2~v7D-@9aHT‡ iXa‡ .6GIHI-@Qk58HK1 ‹ JGI-@9E · ͇ËiD¸Ž/=-0HIP Ó í Ó Ì  g25:9;ÚST5:?@STJ?@58HK1HIP1ƒ[\13GI-@;J5:?‚Gƒh Ì ì&í bì  ‹ Ì  ZÑŽ  · ë€ì ¸&L•7:[ õ í Á ôTþTþTþ>ô µ ‡ ÉXa‡ 6o[\53/ µ GI5:Q€~?@13G ù h ìý ô õ í Á ôTþTþTþ>ô µ ú L [I7DQ HIP1%[\13GI-@;J5:?‚GRùh Ì ìÎú JGI-@9EWHIP1OGKHI5:9;58[Š;„e7X7:HIGKHK[\58~ Q€1THIP7;®g5:9;%L•7:[\Q(HIP1)ev7a7:HIGKHK[Š58~OGI5:Q€~?@1Žù · ë€ìI³ô b ì ý ¸ ô Á ™ õ ™ µ ú /U-0HIP ò h ìý þ bì ý í ‹ Ì  ZÑ Ž  · ë€ì ¸BŸ Á

͇o¿oeHI5:-‚9 5:9%13GKHI-@Qk58HK1 Ó Ì ý L [I7DQÇHIP1)GI5:Q€~?@1&ù · ë€ì\ô³b ì ý ¸ ô Á ™ õ ™ µ ú JGI-@9E}HIP1)GI5:Q€1’Q€1THIP7X;ƒ5:G‰-‚9 VXHK1T~ Á /U-0HI3P l ÓVˆ ô Ó ‰ nº-‚9GKHK135:;ƒ7:L‘  ‡ Ä a‡ 1‰1T~v1358HRVXHK1T~G€ÉW5:9;#Z:1ÀHK13GKHTg.Zm5:?@J13G7:L e 91358[ƒHK7 Á ~[\7>Z-@;1W1TZX-@;139Sy1µ7:L&HIP1”GI]XGKHK13Q e13-‚9E 7:~1T[Š58HI-07D95:?@?0]&;1THK1T[\Qk-@9-@GKHI-@S8³:Z85:?@J13Gr7:L e 58[I7DJ9; ÿ ‡ Ä ~[I7>Z-@;1c1TZ-@;139Sy1c7:LfHIP1=GK]XGIHK13Q"ev13-@9E)97D9?@-‚91358[ 5:9;%GKHK7S\P5:GIHI-@S · -§‡ 1:‡ ‹ × · ®¸ K b ÿ ¸Š‡ “u ÎÇÏj)” Ê ‡ F 9ŽHIP1U58ev7>Z:1UHK13GKHTgXG\Qk5:?@?Z85:?@J13Gˆ7:L e QR53]Žev1cHI58Œ:139RHK7-‚9;-@ST58HK1hHIP58HNHIP1‰Q€7X;13?-@Gr?@-@91358[3g 7:[UGI-@Q€~f?0#] N /UP-@HK1’97D-@GK1 C · -§‡ 1:‡ ‹ · v¸ K ÿ ¸Š‡ “u ÎÇÏj)”–• ‡ F 9¨7:[\;1T[hHK7}~[I7“ZX-@;1ULJ[IHIP1T[21TZX-‚;139Sy1U7:LºHIP1oGI]XGKHK13Qev13-@9E7:~1T[Š58HI-07D95:?@?0]k;1THK1T[\Qk-@9-‚GKHI-@S8g -0HkQk-0EDPaH€ev1ƒ/‹7:[IHIPÂ1y½X~?@7:[\-@9E”HIP1%L 7D?@?07“/U-@9Eµ5:?0HK1T[Š958HI-0Z:1:‡ F 9VXHK1T~ Ä 58e7“Z:1:gc/‹1´Sy7DJ9dH¨-@9GKHK135:;„HIP1 L•[I13‘XJ139Sy]¨7:LC7STSTJ[I[\139Sy1)7:LCHIP1)1TZ:139dH=HIP58H Ó Ì ý -@GhHIP1’GIQk5:?‚?013GKHhZm5:?‚J1)-@9HIP1’-@9aHK1T[IZ85:‚? l ÓVˆ ô Ó ‰ nB/U-0HIP7DJH -@9STJ[I[Š-@9E&5RSy7DQ€~JHI58HI-07D9%7>Z:1T[I¾7“/’‡ “u ÎÇÏj)”˜— ‡„AUP1ƒ58e7“Z:1%ev7a7:HIGIHK[\58~ÚHK13GKHkST5:9Úev1ƒ;1T913;Ú-‚9#HK1T[ŠQkG€7:L=5:9a][I135:GK7D958e?@1%;58HI5m…^;[\-0Z:139 e5:9;/U-‚;HIP¨GI13?013SyHK7:[\GT‡ “u ÎÇÏj)”š™ ‡kAUP1€58e7“Z:1RHK13GKH)/h5:G97:H)L•7:[\Q}J?@58HK13;µ-‚9”HIP1kGKHI5:9;58[Š;µGK1THIJ~z7:L2HK13GKHI-@9E%GIHI58HI-@GKHI-@ST5:?rPa]d… ~7:HIP13GK13GT‡NA‰P1 e …†Z85:?@J1ST5:9%97:H‰ev1)[I1TED58[\;13;%5:GU13-0HIP1T[U5€G\-0ED9-0ST5:9Sy1’?01TZ:13?®7:[‰HIP1~7“/‹1T[U7:L`HIP1)HK13GKHT‡ ºA 7µ-@?‚?@JGKHK[\58HK1¨HIP158e7“Z:1ƒHK13GKHTg6/21[I1T~v7:[IHŽGI-@Q}J?@58HI-07D9GKHIJ;-@13GL 7:[ŽH^/27µ1y½5:Q€~f?013GŽ5:GŽL•7D?@?@7>/UGT‡ x 1 5:?0/25>]XGhGK1TH µ í Ä ÿ:ÿ L 7:[hHIP1)GI5:Q€~?01oGI-0»T1:g µ ñ‹í É Ä ÿ L•7:[hHIP1o13GKHI-@QR58HI-07D9 7:L Ó Ì  g’ í j ÿ L 7:[hHIP1o9XJQ&ev1T[ 7:LCev7X7:HIGKHK[\58~%[I1T~f?@-@ST58HI-07D9G3‡ x 1}?01TH ⠈ í$ÿþ ÿ:ÿ ÉR5:9; ⠉ í ÉXg5:9;%GI1358[\S\POL•7:[ ÓiÌ  5:Qk7D9E Ä ÿ E:[\-‚;Gc-@#9  ;1T913;´-@9”VHK1T~ Á ‡ x 1kS\P7a7DGK1}HIP58 H ÓVˆ í Ó5Ì U8i¨7:[ Ó|Ì U8ÉXg®5:9{; Ó ‰ í Ó€Ì ò â -@9µVXHK1T~”Íg/=P1T[I1 âc6 ÿ -@G=5 Sy7D9GKHI5:9aHT‡Žn7:[’135:S\P#Q€7X;13?§g®/‹1kST58[\[I]O7DJH Ä ÿ [\1T~1THI-@HI-07D9Go7:LhMO7D9aHK1 bh58[\?07 1y½~1T[Š-@Q€139aHIGT‡ x 1R5:?@/25>]XG S\P7X7DGK1 M · þ ¸rev13-@9E&HIP1’Å.5:JGIGI-‚5:9RŒ:1T[\913?§g5:9›; z · þ ¸‹HIP1.-@9;-@ST58HK7:[‹L J9SyHI-07D9¨7:LBHIP1 à ÿ L-@991T[2GI5:Q€~?013G3‡

'- ‘+ ‡6¼º1TH Í VÏ5Îǁ 3‰

ìCí ÿþ imÍ  bìð®ñ · Á  bfìð®ñ ¸®ògVh ìKô b

Á3Ã

· ͇ à ¸

P ÏV^‘+ë‰ ‡6A‰P1.ev7a7:HIGIHK[\58~%HK13GKHIGUL•7:[oQ€7X;13? · ͇ à ¸

…†Z85:?@J1 OM 135:9 · Ó Ì  ¸ — 85 [\-@5:9Sy1 · Ó Ì  ¸ OM 135:9 · Ó Ì ý ¸ — 85 [Š-@5:9Sy1 · Ó Ì ý ¸ ÿ ‡ ÿ j ÿ ‡ Á  ÿ ‡ Á É  ÿ ‡ ÿ:ÿ i:i ÿ ‡ Á j Á3à ÿ ‡ ÿ:ÿ Á É ÿ ‡ ÿ Í ÿ ‡  Í ÿ ÿ ‡ Á3Ä ÿ ‡ ÿ:ÿ Á ÿ ÿ ‡ Á É Ã ÿ ‡ ÿ:ÿ:ÿ j ÿ ‡ ÿ Á ÿ ‡  i:i ÿ ‡ ÿ  j ÿ ÿ ‡ ÿ:ÿ:ÿ:ÿ ÿ ‡ ÿ Á3à ÿ ‡ ÿ:ÿ:ÿ Á ÿ ‡ ÿ:ÿ Ä ÿ ‡ à  i ÿ ‡ ÿ  j ÿ ÿ ‡ ÿ:ÿ:ÿ:ÿ ÿ ‡ ÿ  ÿ ÿ ‡ ÿ:ÿ:ÿ Á g

e

P ÏV^‘ Ì ‡6AUP1)ev7a7:HIGKHK[Š58~%HK13GKHIG‰L 7:[‰HIP1&Q€7X;13?@?@-@9E}7:L bìCíë€ìdc| 7D9 ë€ì g …†Z85:?@J1 Á Á ‡ ÿ:ÿ:ÿ É Á ‡ ÿ:ÿ:ÿ Ä ÿ ‡Ã É  j ÿ ‡Á j Á à ÿ ‡ËÉ Ä É Á:Á ÿ ‡ËÉ:ÉDj

e

U/ P1T[I1 ë€ì -@G‰;1THK1T[ŠQk-@913;eX] · ͇ Á ÿ ¸ MO135:9 · Ó Ì  ¸ — 58[\-‚5:9Sy1 · Ó Ì  ¸ M%135:9 · Ó Ì ý ¸ — 85 [\-@5:9Sy1 · Ó Ì ý ¸ ÿ ‡ Á ÿ É:i ÿ ‡ ÿ:ÿ:ÿ:ÿ ÿ ‡ ÿ  imÍ ÿ ‡ ÿ:ÿ:ÿ:ÿ ÿ ‡ Á ÿ É:i ÿ ‡ ÿ:ÿ:ÿ:ÿ ÿ ‡ÿ  Í ÿ ÿ ‡ ÿ:ÿ:ÿ:ÿ ÿ ‡ Á ÿ É:i ÿ ‡ ÿ:ÿ:ÿ:ÿ ÿ ‡ÿ  É  ÿ ‡ ÿ:ÿ:ÿ i ÉX‡  É  j XÉ ‡ :Ä Ä ÿ  Á ‡ Íaj Á  Á ‡¢j8i ÿ  ÉX‡ Á:Á3Ä i ÉX‡ ÿ Á3à  ÉX‡ Íaj Ä ÿ ÉX‡ ÿ  Í Ä ÉX‡Ëi:i à j ÉX‡ Á imÍ Ä ÉX‡¢j Ä ÿ  ÉX‡ Í ÿ :à Ã

/UP1T[I1Âg 6 ÿ -‚G¨5#Sy7D9GKHI5:9aHTg=5:9;üh ì ô õµö Á gU58[\1W-@9;1T~v139;139aH€[\5:9;7DQÙZm58[\-‚58e?013G¨/U-0HIPÂHIP1´GI5:Q€1 ;-@GKHK[\-@eJHI-07D9W5:G’HIP1R[\5:9;7DQÕZm58[\-‚58e?01 ÿþ Ä œ gN5:9; œ -@G)13‘XJ5:?NHK7´HIP1RGIJQé7:L2Í  -@9;1T~v139;139dHo[\5:9;7DQ Zm58[\-‚58e?013G)135:SŠPJ9-0L 7:[\Qk?0]W;-@GKHK[\-@eJHK13;”7D9ül  ÿþ Ä ôIÿþ Ä n†‡WÆoSTSy7:[\;-‚9E%HK7WHIP1¨Sy139aHK[\5:?2?@-@Qk-0H)HIP1T7:[I13Qƒgˆ/‹1 ST5:9ÂHK[I1358H h ì 5:GR5:?‚Q€7DGKHRGKHI5:9;58[\;Â97:[ŠQk5:?§‡Â/21TZ:1T[3gU-0HkP5:G¨5µev7DJ9;13;„GIJ~~v7:[I]H l  Á i ô Á i n†‡A‰P1 GI-@Q}J?@58HI-07D9WP5:Goev1T139WST58[\[\-013;”7DJH.L 7:[oHIP1ŽST5:GI13G)/U-0HITP g13‘aJ5:?CHK7ƒL 7DJ[);-|{v1T[I139aH=Z85:?@J13G.ev1THÊ/‹1T139 ÿ ‡ ÿ j 5:9; ÿ ‡ ÿ:ÿ Ä ‡WA‰P1R5>Z:1T[\58E:1 e …†Z85:?@J13G}-@9 Ä ÿ [I1T~v1THI-0HI-07D9G’7:LUM%7D9aHK1ƒbc58[\?07%1y½~v1T[\-@Q€139aHIG58[I1¨[I1T~v7:[IHK13;À-‚9 AC58e?@1 Á g‹/UP-@SŠP„GIP7>/HIP58H€HIP1e7X7:HIGKHK[\58~ÚHK13GIHkP5:G€97µ;-0¶RSTJ?0HI-013G}-@9„-@;139aHI-0L•]-@9E´HIP1ƒQ€7;13?2e13-‚9E 97D9?@-@91358[25:9;ƒGIHK7XSŠP5:GKHI-@S./UP13­9 gµö ÿþ ÿ Á ‡‹¹hJHc/UP139 g í$ÿþ ÿ:ÿ Ä gfHIP1)HK13GKH‰GIP7>/UGhHIP58Hc/21)Sy7DJ?@;HK[I1358H · ͇ à ¸5:G}5W;1THK1T[\Qk-@9-@GKHI-@S€Q€7;13?§‡%AUP1¨Q€135:9G&5:9;#Z858[\-@5:9Sy13G&7:L ÓmÌ z-@9ÀHIP1 Ä ÿ [I1T~v1THI-0HI-07D9G’7:LUMO7D9dHK1 bh58[\?07&1y½X~v1T[\-@Qk139dHIGTgXHK7:E:1THIP1T[‰/=-0HIPRHIP13-0[he7X7:HIGKHK[\58~ƒSy7DJ9aHK1T[I~58[\HIG · -‚9É Ä ÿ:ÿ · í Ä ÿ « j ÿ ¸‹[\1T~?@-@ST58HI-07D9GŠ¸Šg 58[I15:?@GK7k-‚9ST?@J;13; -@9ƒHIP1)HI58e?01:‡

iÿ

'- ‘+ Ì 6‡ n7:[=HIP1)HK[Š5:9GKL 7:[\Q€13;%GKHI5:9;58[\;ƒ?07:ED-@GIHI-@S)Q€7;13? · /U-0HIPƒSy7X1T¶RST-0139aHUÍa¸ Í VÏ5Îǁ

· ͇ Á ÿ ¸ €ë ìdcCñ2í$ÿþ i Ä ë€ì · Á  ë€ì ¸ ô /‹1o58~~?0]}HIP1UHK13GIH‹HK7&HIP1=Q€7;13?7:L bfìCíë€ìdc| 7D9 ë€ì gXL 7:[< í Á ô É ôTþTþTþmô Á:Á ‡6A‰P1U[I13GIJ?0HIG658[I1U[I1T~v7:[IHK13; -@9kA`58e?01oiX‡ x 1.ST5:9 GK1T1=HIP58H6HIP1=e7X7:HIGKHK[\58~ HK13GKHhP5:G697&;-0¶¨STJ?0HI-013GN-‚9kSy7D9[\QR-@9E’HIP58H‹/‹1.ST5:9 Q€7X;13? ë€ìdc| 5:Gc5Ž;1THK1T[\Qk-@9-@GKHI-@SUL J9SyHI-07D9R7:L ë€ì L•7:¤[ ™ Ä ‡6/21TZ:1T[3gL 7:Ö[ éöjHIP1 e …†Zm5:?@J13Gc58[I1)Sy7D9GI-@;1T[I… 58e?0]RGIQR5:?@?01T[hHIP5:9 ÿ ‡ Ä g/UP-‚S\PGIP7“/UGhHIP58Hc97>/ -@H2/=-@?@?fe1.;-0¶¨STJ?0H6HK7kQk7X;13? ë dì c| 5:Gc5€;1THK1T[\Qk-@9-‚GKHI-@S L J9SyHI-07D9€7:L ë ì /U-@HIPkHIP1‰ED-@Z:139¨;58HI5‡NnJ[IHIP1T[3gX597D9?@-@91358[6GIHK7XSŠP5:GKHI-@S=Q€7X;13??@-0Œ:1 · ͇ Á ¸6/U-@HIP ‹ × · v¸ K b ÿ -@Gc97:HUGIJ-0HI58e?01.L 7:[‰HIP7DGK1ST5:GI13G‰13-0HIP1T[ · SyLÊ