Incorporating Linguistic Structure into Statistical ... - Semantic Scholar
Carnegie Mellon University
Research Showcase @ CMU Computer Science Department
School of Computer Science
2000
Incorporating Linguistic Structure into Statistical Language Models Roni Rosenfeld Carnegie Mellon University
Follow this and additional works at: http://repository.cmu.edu/compsci
This Article is brought to you for free and open access by the School of Computer Science at Research Showcase @ CMU. It has been accepted for inclusion in Computer Science Department by an authorized administrator of Research Showcase @ CMU. For more information, please contact [email protected].
! " # # %$& '! ( *)!$ + ,.-0/21434576-0/98;:146 ?A@CBDEDGFHDJI KHD>LM4NPORQES ?A@ETUQWV@XQ KHY>SZVQ\[7T]Q#^'Q;FUF_D>V `aVT]bWQESCcZTUORd e TUORO]cgfEN=Sh[EB=i e4jkGlnmokqp `9? j r=sCtGsvu_wvsJuyxWtnzz{tn|}7~tG}7= Zzyw ZwJsvuytGsvsv uywJsJvuy~sJuy>|"G |AtGsv~Xtnz0zUtG|}7~Atn}7 h> sv ~J7wJ GHuyJG=uy|} 7tGvuy7~wzUtG|}7~Atn}7 sJZxC|7zy7}>tnzyuyxWtGsvuy7|wE=\J7|u_xEtGzyzyP=sv 7wvsHwJ~x;xZZwJwh~z= ZzywHnasJu_ws\=A sCtG7zyu_svsJzy0tG 7tG|=sXtn}7GsJ|AtGsv~J nazUtG|}>~AtG}>7 vZ=u_;svZ=sJ;|Ps sJuyxX'7tGvuy7~w tGwvA;xZsJwn|AtnsJ~CtGzHzUtn|}7~Atn}7tGvxWtnsJ~vZ "uy| x;~JvZ|=s= ZzywWEsJZ| ;wJxZvu_ t }7;|ZXtnzhXtnZ7v4WvZxZZ|=svz_ Z7Zzy>AZ tGsH>~HzUtG R7uy|xZ>J7XtnsJuy|}"tnJuysJCtGv"zyuy|}7~uywvsJuyxwvsJJ~xZsJ~vuy|Psv"t'wJsCtGsJuywvsJuyxWtGzhXtnZ7v4atn| JZwvZ|=stZsJP 7zy7}>R7 ZzyuyxZuysJuy|}zyuy|}7~u_wvsJuyx hWtGsv~J;wxZ~JvZ|=sJzyuywvwJuy|}RJ7sv = Zz\u_|tGzyzyP=7| Z 7~ tnu_zy~v ZvZsJnh7v svuy|=sJZ}>XtnsJ z_uy|}>~uywJsvu_x svZ7vuyZw uy|=sJ t wJsCtGsvu_wvsJuyxWtnz4hCtG;¡>J4Ptn| wJ~}>}7ZwvsA>wJwvu_z_ vWtGwv7|wh7uysW ¢£E¤7¥H¦G§C¨©;ªo«=¬vG¬J®¯©J¬J®¯°ZG±4±²7³o´7µ=G´G£ ¶ ¦7¨£E±²®y³=´=·o¸=µ¶ 7³¹±²7³=´7µ=G´G£ ¬v£W°Z¸³=¦G±¯¦G´G®²£E© Hº » ¼7½¿¾ÀÁÂ0ÃľÅJÁH½ rosXtGsvuywJsJuyxWtnzzUtG|}>~AtG}>H= ;z_wÆRrÇ9ÈwCÉZwvsJuytnsJsJv7Atnuyzyu_s\ nÊwvZ|=sJZ|x;Zwuy||AtGsv~Xtnz zUtn|}7~Atn}7 ~wvu_|}zUtGv}7 tG7~|=sJwnHsJXtnuy|uy|} AtGsCtrÇ9Èw tnJ ~wvZ 'u_|'t 7tGJuyZs\nËzUtn|=Ì }>~AtG}>sJZxC|7zy7}>tGzyuyxWtnsJuy7|wE7wv~xCtnw¡wvAZ;xXJZxZ>}7|uysvu_>|9> =xZ~;|PsxZzUtGwvwJu¯ÍAxWtnsJuy7| >sJuyxWtnzHxCAtGCtGxZsvZ JZxZ>}7|uysvu_>|wWtnxCuy| sJCtG|wvzUtGsJuy>|99tG| 7v7\|wJZZxC JZx;7}7|u²Ì svuy7|9R7 ZtGzy74tG|uy|xZ>uy|}tGx;7~wvsJuyxwJuy}7|tGz¡Îuyw }7uy7;|9Ï}>PtGzuyw svÍA| sv wvZ|=sJZ|xZÐEÑ svAtGstG=uyu²Ò;ZwHsJ A>wJsvZJuy70ÓÔÆhÐ=Õ Î=É;Ö Ð Ñ× tnJ}HtG ÓÆRÐPÕ Î=É × tnJ}HtG ÓÆRÎÊÕ ÐEÉÙWÓÆRÐWÉ ÆJÚ>yÚWÉ Ø Ø ZJ sv zUtG|}>~AtG}>0= ;z9ÓÆhÐEÉzUtE=w¡sv J7zy GHsv Juy7E Û}>u_>Z|zUtn|}7~Atn}7= Zz9ÜÝuywnhsJZ|Z7tnzy~AtGsvZ PuysvwMoQESRMAFyQXÞ>TUORdGÖ AZvzyZ=uys\ÊÆRÜÉ ×*ßnà0á²â>ã9ä âPåæ ÆJÚ> ß É ZJçÆRÓ2èéCÓ9êÉu_w svxZJ>wJw Z|=sJv7=ëZs\¡;Z|"sv uywJsvJuy~svu_>|ìÓê ZwvxZJuyZ "= sv = Zz9tn| Óí sJ sJv~ uywvJuy~svu_>|nasJ AtGsCt \v7|uyxWtnz_zy=Zsv>wJswJ~x;xZZwJwh~z9rÇÈsvZxC|uyî=~Zw~wJ7Zv zyuysJsJzy=|GzyZ }7G4Atns zUtn|}7~Atn}7JWtnz_zyu_wEHÛsvsJZsJwsv"uy|xZ>J7XtnsJëzyuy|}>~uywJsJuyxsJZ>JuyZw7;7Z|*zyuy|}>~uywJsJuyx uy|=sJ~u_svuy7|'u_|=svëwJsCtGsJuywvsJuyxWtGzzUtn|}7~Atn}7 = Zzyw tE7Zs uysJ">ZJzyuyuysvZ ëwJ~xZxZZwvwW\| tGsh7zyzyGwWr=ZxZsvuy7| ß zyu_wvsJw 7tGvuy7~w tGwJZxZsvw n|tGsJ~XtGz¿z{tn|}7~tG}7>AtG| ïvZ=u_;w sv ;PsvZ|=ssJuyxCsJ;tGv xWtGsv~J; ëuy|xZ~vJZ|=s= ZzywW=r=Zx;sJuy7|ëð ZwvxZJuyZw t }>Z|ZCtGz ñò\óyôyõ\öø÷ù\úqûü¡ô¯ó_óU÷RýóhþHÿþCöPþõ\ôy÷\ó
ß
DGcZQEVZIZQ;F
"!$# %'&)( *,+-.(0/1/"( 2 3 +(3 4657421*,4218495 :,;< =?> "!@A0!B C0!D "!EFC0GIHKJL!E GL!EFM7!7J6NBO0=PGIHF!DQBO 0R M70JLGTSU!7V6JWM7OBL>XFJ7% Y Z[\] ^_`bac7d e`b]0cgf chji`k lc9\[__f$m\ c7Zgi` c7i _`nZe cgZ `k`g[kk` l9d`]n[\ ]bd c9kd7h k` ]n]7h k ^\obd e`b[ i[kde ` ^]n`k [qpr st lcge`jik c9u[u_f$Z ^__ge[v`gd cge[ v`bd e`wgd[x`]gu`y [7hzl7`nd e`f|{k `b\ c9db[jdk [] ^d ^7c7\[_i`\0l0^}c7\n~9h \]jprst u7h djde`gd c7u [yy cy0c7wi[\^` l[\ ]b\[0l7y[kjc7~~ ^y ^[_ ll7[ fjde` ^kg~[\0ln[k `bZ ^_]_fg_ c7f[ _bd cgk [y`g[]v`k d ^}l7`klnp rst de`k`g[k`g[K_0c7dqc9~Kh [_ ^dfbl7Z` [d`k lq^\jde`jw[ km`dnk^oedg\ c7Zjy[0l7ew`k `[ \]jy[ l7e w`k`nu _`\] l$prst i c7_ ^y `bl7[fjde `jw[\gk[\j~k c9wbde `j~k c7\dgc7~jde`je c}hzl7`g[\]gy[w`j[k0ch \]nd e ^}l$y c7k\` kqpr st
hXtnZ7vÊ=vZxZZ|=svz_ Z7;z_>A; ïtGs7~z{tn9>h>0uy|=sJZ}>XtGsvuy|}zyu_|}7~uywJsvuyx0RWtGsv~JZw uy|=sJt wJsXtnsJuywJsvuyxWtGzhCtG;¡>J4Auy|AtGzyzy==u_|wJZxZsvuy7 | A>| Z svrÇ9È xZ7~|uys\ w¿ tGuyzy~J sJ'u_|=svZ}7CtGsJzyuy|}7~u_wvsJuyxsJZ7vu_;wu_|=svìtwJsCtGsJuywvsJuyxWtGzRXtGZ7J49tn| "wv~}7}>ZwJs7wvwJuyzy JWtnwJ7|wh>¡uysW ¡» ÅJ½DÃ0Å>¾ÅJÄ>¾ÀÃ0ľÃÀÅv½>¾¾Å>¾ÅJÄ Wb½D¡Ã?UÁÂ? ÆvYP É YGcZQ;F_TUV Q HOyB Q h[>SJY7L Ûzy7wvs tGzyzz{tn|}7~tG}7 = ;z_w ZwvsJuytnsJ sJJ7tGuyzyuys\n#twJZ|=sJ;|xZëÐ='~wJuy|} sJ@CBY>TUVëSZN>FyQ¡sv ZxZ>7wv#uysuy|=sJt J= ~xZsGxZ7| u_svuy7|Atnz4J>AtGuyzyuysJuyZwEÖ
EÆhÐEÉ × C q ÆI? 0LUAÉ ×
,
WÆI Õ ?0 L
I
C É × C
GÆ. Õ É
Æ ß yÚWÉ
× g ¡ ? £0 0¤£} I 7¥ uywsJ¹BTycZOhD>SZdZ|J; uyxZsJuy|}7v ¦ ZJg ¢ Ï >wJsxZ77|z_ ~wJZ z{tn|}7~tG}7= Zz\>sJgÌ }>XtG'Gtn7ZwsJ h~vsJZwJuyÌ zyu²RPuy|} tGwJwv~sJuy7|9Ö ÓÔÆ. Õ ÉW§ ÓÆ. Õ
I 1¨ £0 0|£7 I
É
Æ ß ß É
Ï© Ì }>Xtn xWtnsJ~JZwJEtGwJ>|AtGz_ Zzyz0xZ>JvZzUtGsJuy>|wtn7|}ë|WtnJ= ¡>J wE6 ª0>s wJ~vJuywJuy|}>zyP>uysxWtGsv~J;w0zyuysJsJzyZzywJ7=ÏuywxWtn|A ZwJs tGvZxZuUtGsvZ =7wJZvPuy|}¬«øwJZ|oÌ sJZ|x;Z w }7Z|;XtGsvZ hJ> svuyw¡P Zz\WÏHtnzy Úzyu_wvsJwZtGzy¡wvZ|=sJZ|x;Zwhv7 sJ? ¡vPtG oÌ xWtGwv6s ª0Zw¿xZ7v~Ww ® txZ7v~wHnÊwv70ÚWðuyzyz_uy>|0wJ;|PsvZ|xZ;wsJXtn|wJx;JuyA; hJ>DÏ ¯tG| XtG u_ |ZwvZzUtGsvZ ëv7}7CtGwH ~vu_|}0Ú ° ° zß ± 0Ú ° ° ² IÆ ³ Xzt ´ Ú °° µ7É;7Ïu_wx;7z_;sJ0x;7J~w tnwa~wJZ sJ sJCtGuy|twvsXtGsvCÌ\GUÌ\sJgÌtnJsHsvJuy}7CtGzUtG|}>~AtG}>¡= Zz\ZuyxCtGwuy| sv~J|~wvZ u_|}7Z|;XtGsvuy7 P #svv= ~xZ¬ «øwJZ~ wvZ|=sJZ|x;Z w yZtGz_;wGHuyxCïtGv zyu_wvsJZ u_| sXtGz_ ß \s¿u_w¿|7sH "u ¶x;~zysh7Z7z_sJ svZzyzsJZwJ s\#zUtn|}7~Atn}7wJ>~JxZ;w0tGAtnJsW>\|tG| uy|=h>\Ì tGzzyu_| wJsJ~ 0xZ>| ~x;sJZ 7¸ | ·tGv|Z}7uy ÈZzyzy7| wr=uy| wJZZxCëvZwJWtnJxCë}>J7~9 xZzUtGwJwvu¯ÍAxWtGsvuy7|tGxZxZ~XtGx;u_;w¡n¹ ° º» ¡Zv0tGxCuyZ>Z 9>\sauywHtGzywv0WtnwJ sJ tGJZxZuUtnsJGwJ~xC ¼C~ }>ZZ|=svw9tGJ¿tG 7Jwvuy|xZ ¼C~wJs9tnA>~s4Z>ZJ tGwvA;xZsG|AtGsv~Xtnz7zUtG|}7~Atn}7¡Æ]uysJ sJ¿Z>Ì xZZsvu_>|G4wJ>JsÌ uywvsXtG|xZ0 ;AZ| Z|xZuyZwCÉ0tnJZuy|} =uy7zUtGsvZ = sv0wJZ~ GÌ\wJZ|=sJ;|xZZwE ÏZwJuy|xZzy~ zyZ=u_xEtGzJZzUtnsJuy7|wvuywW2sJ7u_xtG| ï uywvxZ7~vwJxZ7;JZ|x;7wJ=|=sXtnïtG| 'wJgÌ tG|=svu_x;wW ½| 7~zy Z=AZx;s#svAtGswJ~xCë}>zUtGJuy|} CÍxZuyZ|xZuyZw uy|sJuywwJuyzy0= ;z4u_zyz Aî=~uyxCPzy'JZZ uyZ 9W ª7s wJW ¾uyzyz¡|G vZ=u_;&svZwJ'tGwJZxZsvwn0z{tn|}7~tG}7tG| AtGs0tnsJsJ;svw¡AtE> AZ;|ëtn 0sv= ZzsJ;ï ñò\ó_ôyõ\öø÷ù\úqûü¡ô¯óyó{÷RýóhþÿaþCö'Pþ\õ\ôy÷\ó
¿
V@CD7SRMD7SvY7ORTUV7[gÀHTUV7[>N=TycZOhT]@ ?AORSZN=@WORN=SJQ
ð
"!Á %6Â-ÃÄ3 -I( ÅDÆ,3 4214-I( *,4ÇÈ5}421*,4218475 :,É A0!B0C0!D "!EFC0GIHKJL!E GL!E1M7!}JUC0!E1!B GL!7Rg ÊnGIBLË"C B =ÌGIBËÄE1!}R¬OEjGIHF!DQWSM7OBL>XFJ7%ÄY f0chqy [__gi c7kmjw ^dye`_ _b^7lgde cl7`gdek ``bZ^k`g_7h ymj[~ d`kn[d d`\][ \dblÍUy c9wi`d ^d ^v7`\7` ll?[\]jm \ c7Z ld e[dKprs t [ k`bf0chKk`~` kk ^\od c¬^7lg`xdk` w`_fnk^}l7mfnu `y[7hzl9`K^F{v`bu ``\gd` l7d` ]nZe cl9`qc7\ _fjZ ^deg[jw[ ^\qpr st d e`b~^k l7dgu_[y mb`]9h y[d c9k l?y[d[y0c7wu l]0c7Z\gk c7w[\go[u k ^`_bl9_``i¬^\j[jZ[fjd0cgm\ c7Z¬^}lgik c9i`kbpr st w fKh ` l7d^}c7\d cgf chKd e cl7`gi ^yd9h k` lw [fql9d ^__g\ c7d¸^\gk c7w [\ ^[g[\]¬^n_ cc7m `]nh0ijy_`[\jprs t f0chqZ `k`go c0^\ogd cgd[ m`bd e` ^kgy7h `j~k0c7wb[ \ye c7k [o`n_ ^~d`]bc9~~j`v`k fde ^\7onZ^__gZ c7kmjl0^d`gv`k ] ^Îp rst
JÆ fGɸÀ9QCÞ7T]@XYnFaSvQZFyY7ORTUD7V=c Ï0tG|gÌ }>XtG'CsJ7=xWtn~zUtGv u_wtzy7|}z_uywvs9Guy| uywvsJuy|}7~u_wvAtGz_xWtnsJZ}>7vu_;wW ~sG x;7~vwJ7G7v wuy| tzUtG|}7~Atn}7h>J xZ7zyZ tG| |7s2h~zyzy0~| ZJwvsJ== z_;PuyxWtnz=JZzUtGsvuy7|wE ro~JZzyÏDÏÐHrÑÛWÒ uyw¡x;z_>wJZuy|wJ>wJZ|wv svj ¾Ð6Ñ?ªÐ¿r ÑWÛ ÒsJtG|sJ=wXtE= ·UÓ0Û0 Ô ÏwvuyzyZwvstGsvsJZssJ xZ>|wJuy Zz_;PuyxWtnz J;z{tnsJuy7|wx;7|xZ;|PsvXtnsJZw'7| tGJsÕÌ ½UÌ roAZ;xXÆ ½ rÉHuy|=R7JtGsvu_>|9ZÏ ½ r>Ì tGwJ;¦ Ì\}7CtG ,Æ Ö7;z_uy|;ë Ú ° ×°7ÉxZ>ZwHuy|wvZ7ZCtGz 7tnJuyZsvu_;wW7ZtGzy7nh7t sJvu_}>Xtnï>7| xZ>~zy sJv4Ö Æ ß øð7É WIÆ Õ I¹Ø £7 I JÉ × qIÆ Õ ÙÚ6Û ÉÙ G,Æ ÙÚÜÛ Õ ÙÚ6Û I¹Ø £ÙÚ6Û I XÉ ZJ ½ r uyw sv ½ rxZzUtnwJw nÈ 4ÏtGuy|ë>sJuy7tGsvuy7|h7 wv~xC t= Zz¿u_w sv vZ ~x;sv|=~Z G0tGXtnZsvZJw tG| ;|xZsJ7tGvu{tn|xZnsvZwvsJuytnsJuy7|¹ ½| XtGx;sJuyxWtGz=v7zyZuywsJAtns9uy| tzUtn|}7~Atn}7¡tnw97zy=wJZ7~w9tn6w Ð|}7zyuywJZsJ¡xZ>JvZxZs ½ r G EtGxC7v sJ7>Z|uywHnhsJ;|AtnJ sv ZsvZJuy|7=r=sXtnsJCÌ\GUÌ\sJCÌtnJs ½ rsCtG}7}>ZJwE=A=tGwvsJuy|} °º » ± ° µ » tGxZx;~XtnxZ~| Zuy EtGz4xZ>| uysJuy7|wW=xWtn| Zzy=h~z =ÛzysJZv|AtGsvu_>ZzyP=t uy Z|=Ì 7tnJuUtGz_ P Zz9xWtn|ï ~wJZ 9uy|ëuyxCïtnz_z7wvwJuyzy ½ r=w tnJ xZ7|wJuy ZvZ wJuy~zysXtn|CÌ >~wJzy= ª0>|ZsvZzyZwJwEsJ;wJ= Zzyw tGv|>s ~wv~AtGzyzyï>ZJ'wJ~xZxZZwvw\h~z\tGw WtGwv~JZ = ZvzyZ=u_s\uyvG7ZZ|=saG>ZsJ#tGwJ;z_uy| 7v tGwJ;¦ Ì\}7CtG'7ÛAtGvZ|=sJzy==AtGsuyw t¹~wJCR~z4zyu_|}7~uywJsvuyx¡ uywvsJuy|xZsvu_>| =Zw|7ssJCtG|wvz{tnsJuy|=sJ t¹~wJCR~z4J; uyxZsJuy7 uywJsvu_|xZsJuy7| Û| uyJG7;Z|=s4G7;asv ½ r>Ì tGwJ; = Zz=uywsJ0~wJ0txZzUtGwvw\Ì\AtGwvZ = Zz\;ZJ x;z{tnwJwvZw tE}7;s0sJZuy#>Juy}7uy|u_| ½ rxWtGsvZ}7>JuyZwE4~s tGJ¹h~JsvZ 7sJuyuyÒZZ G>Z0sv tGsXt4r=Z7;XtGzHtnz_}>7vu_svwtE7 ZZ|wv~}7}>ZwJsvZ 'h7 tG~sv7tGsJuyxWtnzyz_ xZzy~wvsJZvu_|}ësJ 7nÌ xEtG~zUtnJtGwJ; ï>|ëuy|=h7vtnsJuy7|svZ7vZsJuyx WtnwJ~vZw Æ]7 }A' ¡vG| QEO¡YnF 0Ú ° °Ú71 Ý |ZwvZ Þ ª0; 0 Ú ° °7ð>ÉZ4uy|tG|ZuysvZ 7svsJ7ÔÌ ~ï> sJ>=Ì G|ë tnwJuy>|94\|'wJ7 n0sJ;wJ7sv tnzy}77vuysJ=uyZzy w|>ßs ¼C~wJs#t tGJsvuysJuy7|uy|=sJxZzUtGwvwJZw ~s0XtnsJ;#t7v sJJ;74|AtnZzyt x;7z_;sJÆU~wv~AtGzyzyuy|AtnJÉuyZCtGvxX=GH¡>J ës\=ZwWÏ;wJ xZzUtnwJwJ;w¹tnJ svZ|ë~wJZ ë= tnà | Ì\}7CtG wJuyuyzUtGsvsv7|u_|'Zî=~AtnsJuy7| ß øð' Ò¡;s¹tn|7svZ 7tnJuUtGsvuy7|ëuyw sJïtnwJwv~ svAtGsWtGxC'¡>J ës\= xEtG|'AZzy>|}svwJ;7ZCtGzH áu ´4ZJ;|Ps xWtnsJZ}>7vu_;wLÆ «øwJnhsxZzUtGwvwJZ0w øÉZ9tn| ~wJ t uy Z|oÌ 7tnJuUtGzy= Zz\ ÐtnzyZwHn9¡>J xZzUtGwJwvZw Zvuy7Z P âør4=F ·Z| Ú ° °×G~|~zyuywJZ 7v ã4~wvu_|} wv~xCtn|tnzy}77vuysJ tnJwJG| uy| sXtnzyð ª7svsJAtnsWGtGzysJ7~}> >wJs9nÊsvZZJwG t¹xZzUtGwJwwJ;Z&tGJ>JuUtGsv7>wJ70tGv|7sE ª7swJ~vJuywJuy|}>zyPGsvn «øu_wÍAsJ0w GtGJXtnJ07v s\=ZwWuyxCë>|zyPx;xZ~JvZ "t Atn| =h~zGHsJuyZwuy|sv AtGsCt 7|ëuyxCsJ xZzy~wvsJZvu_|} tnzy}77vuysJtGwv~|9\J7|u_xEtGzyzyP=uysuywZtGxZsvzysvZwv 7v s\=ZwW4tnssJ sCtGuyz9;| ëGHsv >=xWtG~z{tnJ u_wvsJvu_~sJuy7|WsvAtGswvsJ== sJ Z|CÍsHsJ7wvs9RJ7x;z_~wJsJ;Juy|}A>ÏuywuywasvJ~ R7HtGzyz AtnsXtqÌ vuy7Z| 7=xWtn~zUtGv xZzy~wvsJZvuy|} tGzy}>7JuysvwEÖZsJ0>JxZ7>|#sv7J uywE sv 7v JZzyuUtGzyuys0xWtn|ïtGwJwvuy}7|Z sJëtG|ïtnv7vu{tnsJ x;z_~wJsJ;W~s0sv z_;wJw uys0uyzyz Z|gÍAshv7wv~xCïtG|tGwvwJuy}7|Z|=sW 7Hsvuywtn| 7svZvWtGwv7|wE=xZzUtGwJwÌ tGwJ;ä Ì\}7Xtn = ZzywAtE77|zy wJZ;|= ZXtnsJ wv~xZxZ;wJwW7#tn|=tn>~|=s¡n¡sJCtGuy|uy|} tGsXtsvZwJ= Zzyw |7s0Zh7v tGw¡;z_zHtnw ñò\óyôyõ\öø÷ù\úqûü¡ô¯ó_óU÷RýóhþHÿþCöPþõ\ôy÷\ó
DGcZQEVZIZQ;F
"!Då %æD+*,ç Å@( *,Ã8(0//"èUÇ 4-Ãé 4Çê ç -.Ç$87/"(0557475 :,ë
O BRbM "0JLJL!}JÜR !BLË"A !7RgX1GLO =0GIË"M7 Ä "ÊgNBO0=R GLì SUO GIË"M7!UGIHF!?í =?Ë"JIîFGLJ7ï B!ÜËÄE NB!7ð0XF!E GTVWO BR J7%ÄY wfjdefjñ7` llz^y[|{,l$l7[k[e¤{,lm`v^\|{,ly0c7\o` l9d ^v`m[k `\|{,le ` ^] ^F{òl de`\gde`k `~ c7k`$y c7\ l7`0h `\7d_fde^k]_f$_[ l7d_ fbu` e c7_]n~ k cg[u`d d ^\o ] c7Z\g[ l0^] `b[ l9e c7k`¬^\ lgc7v`k u c7[k]ó^]_f¬ôLôô@[ ~ ^k`gk ch o e l7e c7] _`dj`xy9hzl7`n~ c9ko ^v`$i[k] c9\bd ^ym_` l7d[d`gy`\0lhzly c9ww c7\Z `[_d7enik0c7v ^}l0^7c7\7[_~ cc7de^__ l Z[ l7e ^\od c7\_ c9\] c7\gw cl7y0c7Zni[k^}lnd0c7mf cóôLôôn^7l7_[w[ u[]n`] o`Z ^}l9` ] c7\`gk` lc9_v`]n[ yy c7wi _ ^}l7e7`][ye^`v`]$~ c7ko c9dd`\bl c7_v`]$d c7_`k [d`]?h \] `kd[m `\n\ c7d0ln~ c9k` l7`` \
sJZuy¡>J =Ì\AtGwvZ 'xZ7~|=svZJAtnJsvwW ¾*Z|ësJ s\¡tGv uy|PsvZJ7zUtnsJZ ësv7}>ZsJ;W4tP ZwJs u_JG>Z;|Psuyw~wv~AtGzyzytGxCuyZ>Z 9~s7|zy h>zUtGJ}>0xZ>J7Ct Ï07|z_ xZuyJx;~wvsXtG|xZ0;J zyZ=u_xEtGzJZzUtGsvuy7|w¡tnJZ=zy7uysJZ wv~xZxZ;wJw\R~zyz_Ôh7¿z{tn|=Ì }7~Atn}7ëP Zzyu_|}ëuywuy| 7Zv |tGJvG uywJxZ>~Jwvï 7tnuy|wW;J'xZzUtGwJwÌ tGwJ; Ì }>Xtn = ZzywHtGv0~wvZ u_svAtG| sXtGuyzy7vZ xZzUtGwvwJZwE>HZtGzy7Guy|sJ0ÛHÏJr >tnu_|ÆUÛuy\Ì z_uy|ÏXtE>Zz=\|=h7vtnsJuy7| r==wJsvZï vuyxZ Ú °° õ7É;ExZzUtGwJwvZwHxZ>|wJuywvsJuy|} G4xZuys\ |AtnZwEWtGuyvz_uy| |AtGZwWtGuyJxZCtEhss\=ZwWZsvx7yJG>Z ë7;J~wJgh~zuy|sv tGxZ GHzyu_uysJZ svXtGuy|uy|} tGsXt r=Z h>¡;otnzy ,Æ ¾"tGv ï0Ú ° ° õ>ÉZ vÆ @WÉ'?AdGVOhY>@WORTU@ cgORSZN=@EOhN=SJQ roZ7ZCtGzHtGsvsJZsJwtE7 A;Z|ïtG sJuy|=sJZ}>XtnsJ svZ7vuyZw0nËwv=|PsCtGuy|=sJ z{tn|}7~tG}7 = Zzyuy|}A¾#uyzyzZ|=sJuy>|sJJZ nasvZ ZJ>Ö ÆUuUÉ e SJD>fXY>fWT{F_TycZORTU@ @XD>VORQXÞ>O,²I;SJQCQ#[>SJY>L L Y7Sgc ·>|=sJZ=s\ÌRhvZ}>XtGtnJw Æ.·³ wXÉ tnJuy|AtGx;xZ~XtnsJtGw = Zzyw G|AtnsJ~CtGzHzUtG|}7~Atn}77 7ZsxWtn|*tGJ}>~AtGz_wvZJ>ïtGwtÍAvwJs7v ZtGvG=u_tGsvu_>|9 J>AtGu_zyuywJsvuyxxZ>|PsvZ=s\ÌRhJ; }7XtntGJwÆ · ³ wCÉ0tnJn · ³ wuysvt J7tGuyzyuys\ uywvsJJuy~sJuy7| CÍ|Z ëG>Z0tGzyz4vGÌ ~xZsvu_>|wsJtGswJtGJsvZuyzyChs\Ì\Atn| "wvu_ 7Ïï~wv · ³ wsvï= Zz~|xZ>|wJsvXtGuy|; z{tn|}7~tG}7>A>| ~wJs ZxZuy >|ï7svïsvK · ³ uysvwJZz¯ ÆUwJ;s G¡|7|=Ì\sJZvuy|Atnz_w tG| 'vGÌ ~xZsvu_>|J~zyZwCÉtG| sJÆU~wJ~Atnz_zyxZ>|=sJZ=s\ÌRhvZWÉJ= ~xZsvuy7|J7tGuyzyuysJuyZwW>Û0wnasvP tEP |b · ³ tGwAZ;|wv~}7}>ZwJsvZ sJAtnsHwJö~ ¶xZuyZ|=sJzy x;G7Zvw~|xZ>|wJsvXtGuy|;ä Ð|}>zyu_wv91 ³ uy7Z|t z{tnJ}>¡AtnJwvZ tn| tn||>sXtGsvZ xZ>J~w¿wJ~xCtGw¿sJ Z||ÏvZZAtn|ÆRÈëtGvxZ~w0QEOYGF 0Ú ° °7ð>ÉZ t · ³ xWtn|AxZJEtGsJ; sv xZG>Z¡uysE7tGzysJ7~}>u_svwHxZG>ZXtn}70nÊ|Z 7~|wJZ;| tGsXt¹u_zyz n 7vHzyuyuysJZ Z~vsJ;J>J7E}>u_>Z| ?t · ³*tn| tn||>sXtGsvZ AtGsCtZsv\|wvu_ CÕÌ ½~svwJuy tGz¯Ì }77vuysJòÆ tn7Z00Ú ° µ°7ÉZEtGj | ÐHÈ tGzy}7>JuysJ'JxEtG| A~wvZ sJÍA| zyPxEtGzyzy#>sJuytGzGxZ>|PsvZ=s hJZJ= ~xZsvuy7|v7Atnuyz_uysvu_;wW0 Ó0GZ7;W>sJzy=xWtGz7svu_t¿h7~| = sJ0tnzy}77vuysJ tnJ ~|zyuy7ZzysvAtGw}>=P 'tGw0sv }>z_>AtGz4>sJuy~'GuyxCëuywxZ7~sCtGsJuy>|AtGzyzy uy|=RWtGwvu_z_ sJ ÍA| ¹ ÐË7Z|u¯HsJ }>zy7Atnz47svu_~Zv sJA R7~| =u_suywz_uy>ZzysJAtnsxZ7|=sJ;PshvZ J= ~x;sJuy7|J>AtGuyzyuysJuyZw |7sHAtE>wJ1~ ¶x;u_;|Ps¿Z=JZwvwJuy7 G¡;HsJ xWtGsJ~v0sJ0sJv~ uywJsJvuy~sJuy>|nHAtGvwJZwEÊ7sJ;wJ JWtnwJ7|wW| · ³ w0AtE> AZ;|ïwv~}7}>ZwJsvZ ïsvAtGsxEtG| xZ7AZsvÆUwJsCtGsvu_wvsJuyxWtnz_zyÉ¿u_svsJ xZ>|P>Z|=sJuy7|tGz Ì\}7Xtnï>zyZs0tGzy7|0wJ~JAtnwJw0uysE Û|uy|=sJZvZwJsvuy|}tnsJsvZs¿sJ xZ7uy|D Ì\}7XtnwHtG| · ³ wtGwJZ7vsJZ =Èu_zyzyZ ÆJ Ú °° º>ÉZEÏ@ · ³ wJsvJ~x;sJ~v0tGwh7v~zUtGsvZ tGwHt ÈëtnJ7Gg Ô0tG| 7 uyZzy ÆR È Ô0É;7tG| t tnuyzyGtn uysJuy7|tGz9x;7|wvsJXtnuy|Psvw ¡Zvuy7wJ; >|ïsvXtn|wJuysJuy>|w0Zs\ZZ|wJ~xZxZZwvwJuy7 ¡>J wEA9 ´ÊZx;sJuy7Zzy'xWtGsJ~vu_|}uy}7CtG uy|=h>JtGsJuy>|97Ïu_wh~wvu_|}GD · ³tn| ëuy}7CtGw JZwv~zysJZ 'uy|t = Zz4uysJëwvuyÒZÆU|=~ZnËtGXtnZsvZJwCÉxZ>AtnXtnzy0sJtÔuy}7CtG>Zs ñò\ó_ôyõ\öø÷ù\úqûü¡ô¯óyó{÷RýóhþÿaþCö'Pþ\õ\ôy÷\ó
¿
V@CD7SRMD7SvY7ORTUV7[gÀHTUV7[>N=TycZOhT]@ ?AORSZN=@WORN=SJQ º
Zh7vtG|xZ0xZ>AtnXtnzysJt svJuy}7CtGïÓ0GZ7ZE=| u_JG>Z;|PsG7ZsJ#wvsXtnsJCÌ\GUÌ svCÌJtGvssJJuy}>XtG AtGwZZ|ëvZ7JsvZ 9 Æ]uyu{É e SJD>fCY7fETyF_TycZORTU@F_TUV÷ [>SJY>L L Y7S Ç2u_|³ CtGtGuyw9tz_;PuyxWtnzyu_Ò;Z }7XtntG=h>JtGzyuywJ"uy|=sJv= ~xZZ =#r=zyWtnsJ> Þ ÏZÌ Zvz_;ïÆJ0Ú ° °ÚWÉZ>Zv t wvAZx;u²Íx zyu_| }>XtGtn9R7D Ð|}7zyuywJtGw0tGzywv ZZ|xZ>|wJsvJ~xZsvZ =AtG| Auysv;|xZ7~XtG}>uy|}xZG>ZXtn}77\|ït wvA;xZuUtGzyuyÒZZ h7v&nËsv }7XtntE¡=|G| tnn w «ø}7CtGtGsJuyxWtnzsJvuy}7Xtn0w 4.Æ ÑZzyzUt uyZsvXtQEOYGF 0Ú ° ° =ÉZt ¡>J ëxWtn|ë vZ uyxZsvZ ëRJ7 tn|=ïAtnuy n¹tG0 ¼ZtGxZ;|Ps 7J w svAtGs J;xZZ 'uys uy|"sJwvZ|=sJZ|xZ7ÏxC>uyxZG0uyxC wv~xC"Atnuy sJ'~wJuyw Z|xZ= Z uy|sJz_uy|}7XtntGWuyxCuyw sJCtGuy|Z tG~sv7tGsJuyxWtnzyz_ RJ7 txZ>J~wW ³ CtGtGsvu²xWtnz4sJvu_}>Xtnw0tE7tGxCuyZ7; ìt= ;wJs0>Zs xZ7|wJuywJsvZ|=s A;\Ì z_;Puys\uyJG7;Z|=sHG>ZsJ wJsXtnsJCÌ\G]Ì svCÌJtGJssJvu_}>Xtnï1 ½0svZ v7uywvu_|} h7vwGHt ZA;| Z|x;}>Xtntn9ZJ tnz_wv tGsvsJZsJ; ïÆhrosJ7zyxC7 QWO¿YGF 0Ú ° °µ>Û0zywJAtEu Þ Ñ7~}>zUtGw ß õ õõ7ÉZ Æ]uyu_uUÉ?AORSZN=@EOhN=SJQ7ÔF_Y7V>[7N=YW[>QL D >QZF ÔZxZZ|=sJzy=| ·;z_t Þ Ö7;z_uy|;ìÆvÚ °° °7É¿uy|=sJJ= ~xZZ ït P Zz4uyxCJZ uyxZsvw sJ |Z=s 7v AtGwvZ ">|"tëwvZs G0zyuy|}7~uywvsJuyx ;îP~u_7tnzyZ|xZxZzUtGwJwvu¯ÍAxWtGsvuy7|w n0sJuywJsv7J=W³ uy7Z| tÔuywJsv7J=4tzyZ=uyxWtGzyuyÒZZ AtGvwJZ v77wJ;w wJZ>ZXtnzH7wJwvuyzy Zî=~uy7tnz_;|xZ xZzUtGwJwvu¯ÍAxWtGsvuy7|wE EtGxCu_svuysJwG|Zuy}7=sE7Ï vZ uyxZsvu_>|whv7sv 7tGJuy>~wHxZzUtGwvwJu¯ÍAxWtnsJuy7|w0tGJ xZ>Ì u_|Z z_uy|EtGJzy==Ï AtnJwvZ0~wvZw t |AtGsv~Xtnz9v7Atnuyzyu_wvsJuyx0tGXtnZsvZJuyÒWtnsJuy7|n¿t ~wJ=Ì G|ìtn~sJ>tGsv7|9tG| tG | ÐHÈ tnz_}>7vu_sv u_w ~wJZ 'R7 sJCtGuy|uy|}A Ð=ZJuyZ|=sJw 7|sv rou_svxCPPtnJ xZ7v~w IÆ ³ = =hvZëQWO¿YGF Ú °° ß É¿wJGP ZwJsuyvG7ZZ|=svwHuy|7sJA;\Ì z_;Puys\tn| ¡>J ;JJ>0CtGsJ G7Zsv AtGwvZzyu_|#svJuy}7CtG' Æ ÉøDCM4TU@ Y>VcZQWL Y7VORTU@ @CDWBQESJQEV@CQ ½| GsJ>wJsHwvsJJuy=uy|}tGwJZxZsvw0nasJ#wJZ~ wvZ|=sJZ|x;Zw u_|sXtnzy ß u_wsJZuyz{tnxC n9sJ>uyx#tG| wJ;tG|=svu_xx;7ZvZ|xZ>AÏZJ uywt wJsvJ>|}wJZ|wJ uy|JEtG uy|} sJ;wJ wvZ|=sJZ|x;Zw svAtGssvZtGJ |>s Y7fCD7N=OtG|==sJuy|}
Æ]uUÉ^'D >QZFTUVORQWS MoDnF_Y7ORTUD>V Ï WtnJzyuyZwJs0tnsJsvZsvwHsJxEtGsv~J sJ>uyx0xZ>ZvZ|xZ ¡;J sJv7~}>sv ~wJ Guy|PsvZ\Ì 7zUtnsJZ zUtn|}7~Atn}7= ;z_wEZÏ=uyxWtGzyzyPCsvsJXtnuy|uy|} AtGsCtZJAtnJsJuysvu_>|Z uy|=sJ~z_svuyzy wvZsJwE7EtGxCxZ>|=sXtGuy|uy|} =xZ~Z|=sJw¡tnA>~s¡tAtGvsJuyxZ~zUtnHsJ>uyx¡>HwJZsG4sJ>uyxZwW ÐHtGxCwJ~xX wvZs tnw#~wJZ sJëxZvWtGsvtwJ;AtGCtGsJsJ>uyxCÌ wvA;xZu¯ÍAxz{tn|}7~tG}7 = Zz¡Ó ùC.Æ Õ ÉZtG| sv 7tnJuy7~w¡P Zzyw¡ZJ u_|=svZJ7zUtGsvZ sJ>}7ZsvZ0tGssv 7v zyZ7;z Ö ÓÆ. Õ AÉ × ú ù ÙWÓ ù Æ. Õ Éü£ Æ ß PÉ ùû
ZJsv uy|=sJ;J7zUtGsvu_>|ëZuy}7=sJw ¡ z£ Ø £ 0 ¤£ ¥ 7tGvuyZ ëAtnwJZ >|ësJ Z=ZxZsJ; "sJ>uyx nasv sJ;wJs0 tGsXttG| ¡;J }>Z|ZCtGzyzyû û ZsvZJuy|Z hJ>Zzy =Ì\7~s¡ AtnsXt Ï;JïtnJtn|P'7tGvuUtGsJuy>|w >|"svuyw}7Z|;XtGz tGJPtnxC9ÏësvXtGuy|uy|}' AtnsXttE JG=uy Z tGzyJEtG xZzUtnwJwJu¯ÍA; "uy|=sJ'sJ7u_x;wÆ]7 }AHr=Z=7J Þ Ô>wJZ|=RZzy Ú °° µ>ÉZ7t x;z_~wJsJ;Juy|}tGzy}7>JuysJ tE |ZZ sJ AJ~|sJtG~sv7tGsJuyxWtnzyz_ ;Juy7wJ~xCx;z{tnwJwvu²ÍxWtGsvu_>| Æ]7 }A4\>Z Þ ½wJsJ;| 7 Ú °° °7É;ÏsJ>uyxxZzUtGwJwvZw sJZwJZzy>Zw xWtG|AtGv 9wJGRsÆ]u\ > ñò\óyôyõ\öø÷ù\úqûü¡ô¯ó_óU÷RýóhþHÿþCöPþõ\ôy÷\ó
²
DGcZQEVZIZQ;F
tGzyzyGG>ZJzUtnwXÉ;7 Z7Z| ëtGJCtG|}>Z sJh7v tuyZXtnJxC=ÆhroZ=7v Þ Ô7wvZ|=h;z_ Ú ° °µ7É;9u_|tGzyzyPuy|=sJZvA>z{tnsJuy7|xEtG|"sCtG>zUtGx;tGs sJ¡>J "zyZ>Zz\9tGw uy|Zî=~AtGsvuy7| ß tGG77=>0tGssJ#wvZ|=sJZ|xZ zyZ>Zz\Ö ÓÆ.ýÉ × ú ù û
ù
ÙEÓ ù .Æ ýÉ × ú
ù û
Ù Ó ù IÆ Õ É ù
Æ ß Äº7É
7tGsA>sJÆU\>Z Þ ½wJsvZ| >\Ú0° °°7ÉZ6³¹Z|ZCtGzyzy"wJWtnPuy|}Hsv7uyxëuy|=sJZvA>zUtGsJuy>|"JgÌ wJ~zysJw uy|= ZCtGsv 7ZsxZ7|wJuywJsvZ|=s#vZ ~x;sJuy7|w u_|ZJz_;Puys\=4tG| GRsJZ|tGzywJuy|ëwvA;ZxC JZxZ>}7|uysvu_>|ZJv70CtGsvZwW ÓG¡;7ZE¡uy|=sJ;J7zUtGsvu_>| u_wwJZvuy7~wvz_ gÍAxZuyZ|=sëtGwt%Zsv= h7= Zzyuy|}'sJ7u_x xZ7;JZ|x;79Ïu_wuyw#ZxWtn~wJuys tGuyzywsJwJZAtnXtnsJ sJ>wJtGwJZxZsvw nHz{tn|}7~tG}7 sJAtns07tGv hJ>&sv7uyx sJsv7uyxhJ>sJ7wJ sJAtns0tGJ u_|=7tnJuUtG|=stGxZv7wJw tGzyz4sJ>uyxZwWÛ0w0t vZwJ~zysEAsv z_uyu_svZ tG7~|=sHnHsJXtnuy|uy|} tGsXt uy|WtGxCsJ>uyx#WtG|wsJAtnssJ 7~s\Ì\GUÌ\sJ>uyx0sJCtGuy|uy|} AtGsCt~wJsA~zyzyZ 'u_|'R7 >J J7~wJs ;wJsJuytGsJuy>|9JZwv~zysJuy|}ëuy|t uyzy~sJuy7|u_|sv sJ7u_xEtGzyuys\Gasv uy|PsvZJ7zUtnsJZ = ;z ÆUuyuUÉKHY7@CBQ Û|7svZ0tnsJsJ;ssJ xWtnsJ~v0sv7uyx0x;7ZvZ|xZ tG| 7v xZ7vJZzUtGsvuy7|wtnwHsJJ7~}7 sJ~wJ Gatnä | Ì\}7CtG xEtGxC,Æ Ý ~| Þ ÑWÈ7vuH Ú °° õ7É; ·tGxC;w0tGJWtGwvsJ uyzyZZ|=sE tG| xWtGsJ~v¡>J tG~svGÌ\xZ7vJZzUtGsvuy7|wEuyxC.tnJt">ZJ J>|7~|xZZ ;|7Z|7| tGxZv7wJwwJZ|=svZ|xZZwE@ 7svþ Ý ~| Þ ÑWÈ7vu Æv Ú ° °õ7Étn| Ö7Zzyuy|ZQEO YnF ÆJ0Ú ° °ÚEÉ vZ7Js u_JG>Z;|Psvwuy|ïZJz_;Puys\'G7Z svAtGwvZzyuy|sJvu_}>XtnïAtn| sJz{tnsJsvZ tGzywJJ;A>JsJw t= Zwvs J; ~xZsvu_>| u_|7v JZx;7}7|u_svuy7|ZvJ7CtGsv7arou_|xZsvZ|9xWtnxCZwAtE>AZ;| u_zyZ;|PsvZ uy|tn|=wJ=wJsvZwEAuysvwvuyuyzUtGJZwv~zysJwW4tn| ëAtE> |G AZx;7 AtGvs0G sJj «øAtnwJZzyuy| =uy|z{tn|}7~tG}7= Zzyuy|1} ÿZ ÆUuyuyu{ÉD>SORSZT²[E[>QWSCc Û }7Z|ZXtnz_uyÒWtnsJuy7|GHsJ xWtnxX uy Wt svxZ>JvZzUtGsJuy>|w0Zs\ZZ| uá´4ZJZ|=s 7J w0zyWtG sJ 7v > | HD>S OhSZT¯[W[>QWSgc¡.Æ Ô7wJ;|=hZzy ë Ú °° ² ¡;ChZvtG|'QWOYnF Ú °° µ>ÉZG\|vuy|xZuyzy7>xZ7Ì JZzUtGsvuy7|w Zs\ZZ|"tn|P'Atnu_ n7v w 7 XtGwvZw xWtG|xWtGsJ~vZ tn| ï= ZzyZ 9\| XtnxZsJuyxZ7 Ô7wvZ|=h;z_ ÆJ Ú °° ²>ÉwJGZ svAtGsz_uy|EtG9uy|=sJ;J7zUtGsvu_>| GsJsJvuy}7}7;9xZ>7|Z|=s u_w¿wJ~7svuytGz\7tn| sJtGstG|Z=7|Z|=svu{tnzA= Zz\GsJCtGuy|Z ~wJuy|} sJtG=uy ~;|PsvJ>P Juy|xZuyzy7uywwv~A;Juy7E6 Ï0|oh7vsJ~|AtnsJZzy=9svxZ7~sCtGsJuy>|AtGzHvZî=~uyJZZ|=sJwn#sJCtGuy|uy|} wJ~xCët = Zz}7JG wv~XtqÌ zyuy|WtnJzyuysJsJ |=~ZHGuy| ZZ| ;|Psvzy7Ì\= ;z_; 7J sJJuy}>}7Z AtGuyvwWtG| "tnJJ>uyuysJuy7 Z>Z|h7 t= ZCtGsJ|=~Z n0wJ~xC Atnu_vwWÛ0z¯Ì sJ>~}7*wv~xCt= Zz0tGxCuyZ>ZwwJuy}7|u²ÍxWtG|=sZJzyZ=uys\ JZ ~xZsJuy>|G>ZsvëAtnwJZzyuy| sJJuy}>XtG'7sv xZ7~sCtGsJuy>|AtGz áu ¶xZ~zysJuyZwJ;| Z uysuyCtGxZsvu_xEtGzuy|>wJsxWtGwvZw0nauy|=sJZÌ ZwJsE ÆUuyÉ TUL QWV=cZTUD>VYGFyTUORdSJQ77N=@EOhTUD>V Û|uyJG7;Z|=s9G7;H= Zzyuy|}u_| uyPuy ~tGz=¡>J xZ>JvZzUtGsJuy>|wHxWtn|0tGxCuyZ7; = ~wJuy|}0r=uy|}>~zUtG ¯¡tnzy~6 Ñ0;xZ7A>wJuysJuy7| Æh1r ¯Ñ É4sJvZ ~x;¡sv¡ u_Z|wvu_>|AtGzyuys\HnosvsJ7u_x
' + , 1 # 65 - . 7 " % /*0 # / ' 1 " % " ! #'% $& ! 2 ' ( 3, ") '# # 4 * .
n I
Ä I F
I| . . I I I. Ä 1
ñò\ó_ôyõ\öø÷ù\úqûü¡ô¯óyó{÷RýóhþÿaþCö'Pþ\õ\ôy÷\ó
.
Ä
I . . I . ¤I I
.¤ 7
¿
V@CD7SRMD7SvY7ORTUV7[gÀHTUV7[>N=TycZOhT]@ ?AORSZN=@WORN=SJQ µ
wvAtGx;7\|¡;z_zyZ}=tGv ÆJÚ0° °×7ÉZt tnsJJuynË7v =Ì\ =xZ~;|Ps=xZx;~JvZ|xZZw uyw0vZ ~xZ; ïsv t¹JZzUtGsvuy7Zzy wvtGzyz=wJuyÒZÆvÚ õ õn4Ú õ õ>ÉPuUt r1¯Ñ >ÏvZwJ~zysvu_|} tGsJvuy#xEtGsv~JZwwv~xZxZuy|x;sJzy sv 7wJswXtnzyu_;|PsxZ>JJ;z{tnsJuy7|w0Zs\¡;Z|ë}7v7~w0G¡>J w7|7|#tG| ëtG| x;z_~wJsJ;Jw G Px;~Z|=svw7|sJ 7sJZWÏ 1r ¯Ñ J=xZZwvw¹tnzywJ JG=uy ZwsJ |ZxZZwvwXtGvëv ¼CZxZsvuy7|w RJ7 =xZ~Z|=s\Ì\wJAtnxZtG| '7J oÌ wvAtGxZuy|=sJsv|Z xZ7u_|Z ëwJtGxZ7Ûw tJZwv~zysW tn|=|Z =xZ~;|Ps7tGJsvuUtGz =xZ~;|PsxEtG| v ¼CZx;sJZ ëuy|=sJ sJ#x;7uy|Z wJAtnxZ7 ´ÊZx;sJuy7ZzyAZuy|}x;z{tnwJwvu²ÍZ ëtGwt xZ>uy|AtGsvuy7| Gasv Ú õõ ~| ZJzy=uy|} wJZtG|=sJuyx0 u_Z|=Ì 9 wvuy7|wE1 ¾*Z|xZ7uy|uy|} 1r ¯Ñ ZxZ>7wvu_svuy7|uysJtGä | Ì\}7CtG'Wwvuy}7|u¯ÍAxWtn|=s¡vZ ~xZsvuy7|w uy| A;JzyZ=uys\tnJvZA>JsvZ 9tGwZzyzAtGw¿u_| wJZZxCJ;xZ7}>|uysJuy7| ZJv7vw#òÆ ¡ZzyzyZ}=tGJ ß õ õõ7É;
8»:9
½ 9À
?;WÁHÀ ÅJ½¿¾
¡À ¾ÅJ½È J Åv½D¡ÃÅ>¾ÅJÄ>¾ÀÃ0ľÃ0À'
ö
Ï= Zzyuy|}ëtGsJsvZsJw ZwJx;JuyA; uy|"svJ;Puy>~wwJZx;sJuy7| wJ~ö´ÊZÔhJ> s\ït¼C7 CÍAxZuyZ|x;u_;wW7uyJwvsWZsvHwvsXtGsvuywJsJuyxWtnz=Zsv= 7zy7}>¡uy| sJZwJtGsvsJZsJw47tnJuyZ }7vWtGsvz_= пtGxC wv~xC = ;zGtnwatGuyZ 0tGstwJZxZu¯ÍAxz_uy|}>~uywJsvu_xZ|7Z|>|9CuyxC#uy| sJ~J|0t ´4ZxZsJ; sv xC>uyxZ G= Zz4wvsJJ~xZsJ~v7AtGCtG;sJZ tGu_zy7>sJCtGuy|uy|}tnz_}>7vu_svwE7;sJx74\|'tG uysvu_>|9 t |ZZsv= AtG ësvA h>~| h7x;7uy|uy|} sJ |Z= ;z4xZ7A>|Z|=suysJësv ;PuywvsJuy|n } Ì }>XtnAtGwvZzyu_|7GR9t0|Z z_uy|}>~uywJsvu_x¿P|Gz_; }7wv7~vxZ¡;J0sv wJ~}>}7ZwvsHuysJwJ;z²C t|Z = Zzyuy|}Zsv= 7zy7}>¡>~zy ïAtE>sJë Z>Zzy7Z tn| sJ;wJsJ; 9HtG| tG|= XtGx;sJuyxWtGzZwJsvuytGsvuy7|uywJwv~Zw07~z_ AtE7 sv 7J>Z 7~sE r=;xZ7| 4=u_vsJ~Atnzyz_ëtnz_zsv = Zzyw0 ;wJxZvu_Z tGG7 ZwJsvu_tGsv sJJ7tGuyzyuys\Gt wvZ|=sJZ|xZÐÔP~wJuy|}sJxXtGuy|ïv~zy79tnw uy|ïZî=~AtnsJuy7| ß yÚ>AsvJWtnïuys uy|=sJtv= ~xZs n¡xZ>| uysJuy7|tGzJ>AtGu_zyuysJuyZw ÆUs\=uyxWtnz_zyÓ.Æ Õ ÉJÉ;¤ ¾*uyzy sJuyw CtGxZsvu_x;u_w ~| ZJwvsXtn| =Ì tnzyhv7&t u_wvsJ>JuyxWtGz4ZvwJZxZsJuy>IÆ Ì }>XtG = Zzyuy|} xWtG||7s 7| 7|7zy0wvZ|=Ì svZ|xZ;wXÉZuysHuywH|7s¿ ZwJuyCtGzyR7HxWtnsJ~Juy|} zyuy|}7~u_wvsJuyxZ|>Z|t7Ç2u_|}7~uywJsvuyx0tGwJZxZsvwG wvZ|=sJZ|xZZwW2wJ~xCïtnwsJZuy}7XtntGWEwvP|=sCtG4wvZtn|PsvuyxZw7CtG}>tGsvuyxZwW=tGv uy7wJwvuyzy >#tns#Zwvs tE=tnJ ësvsJu_|tnA>~sWzyZs tGzy>| Z|x;P 79uy|ïtÔxZ7| uysJuy7|Atnz4hCtGZ¡>J4 ÛzywJAZ=svZJ|Atnz¡uy| @~Z|xZ;w >|ïsvwJZ|=svZ|xZÆU> }yAsv7 ´4ZxZs GJ;xZZ uy|}'~sJsvZXtn|xZZwE > uUtGzy7}zyZ>ZzH7tGvuUtGzyZwCÉ0tGv ;îP~tGzyzytGJ 'sJZ|xZ= 7tG| tGx;sJ7vuy|}svZ uy|=sJsv JZ uyxZsvuy7|n9Z7;J7J uy|sJ xZ~vJZ|=swvZ|=sJZ|x; xWtG~wJZwwvtGzyz=~swJ=wvsJZtGsJuyxuUtGwJ;w uy|sJ J7tGuyzyuys\ ZwvsJuytnsJuy7|svA xZ>7~| Z 9 ¾HtE7HvZxZZ|=sJzy uy|PsvJ= ~x;Z t|Zz{tn|}7~tG}7P Zzyu_|}hXtnZ7v0sJtGsatn vZwJwvZw svZwvs\¡ gÍAxZuyZ|xZuyZw.Æ Ô>wJZ|ohZzy 0Ú ° °µ7ÉZ¿ÏëZ=7|;|PsvuUtGz = Zz¡'~wvï uyvZxZsJzy = ZzywAsvJ>AtGuyzyuys\GAtG| Z|=svu_v¡wvZ|=sJZ|xZ74~svsJZCtG|x;7 ¹tE>7uy uy|}sJ¿xXtGuy| J~zy7 svHP ZzWsvJWtnsJwWtnxX wJZ|=sJ;|xZ74~svsJZCtG|xZtGw?t «øAtG}G=hWtnsJ~vZ w Äÿ>Z;JhEtGsJ~JZwHtGv tnJuysvXtGv xZ>~sCtGzyJ>A;JsJuyZwG4sJwJZ|=sJ;|xZ7~JsvZv7v7Gsv~|u¯ÍAZ wvsJv~xZsJ~J n#svP Zz¡WtG|w svAtGstG|=zyuy|}7~uywvsJuyxsJ;7JxWtG| u_|xZ7vA>XtGsvZ uysJ>~stn|= xCAtn|}7 sJsJ = Zz4uysvwJZz¯XÏuyw0wJ>zy7Zwsv s\v7zyZw¡Z|=sJuy7|; tnAG>7\|svuyw wvZxZsvu_>|¡ ZwJxZvuyA sJ= ZztG| JZ=uyZ sJ7tnJuy7~w9RWtGsv~JZwuysAtGwHZZ|~wJ; u_sv wv tGE
'B A& 7 + C! D "1EF C. û GþIHKJ9þvòhýCùLE 3 M4 N /EO P1 1 # 04- E' ÄI
I
b
ñò\óyôyõ\öø÷ù\úqûü¡ô¯ó_óU÷RýóhþHÿþCöPþõ\ôy÷\ó
.
.
D
. D
I
Ä
×
DGcZQEVZIZQ;F
vÆ YPÉ j 9BDnF_Q \cZQWVORQEV@CQ QCÞCMD7VQWVORTUYnFaL D >QZF Û7zy wJZ|=sJ;|xZ Z=A>|Z|=sJuUtGzzUtG|}>~AtG}>0= ;zAAtnwsJh>J'Ö ÓÔÆhÐEÉ × Ú ÙZÓR>ÆhÐEÉHÙCZ=â ú ÆRÐWÉßã
Q
TS
0
û
ÆRðyÚWÉ
ZJ'sJ wtGvësJ'AtnXtGZsJ;Jwn sJ'= Zz\ Q u_wt~|u_>ZJwCtGz|7vtGzyuyÒWtnsJuy7| xZ7|wvsXtn|Ps û uyxC' ZZ| w 7|zy7|sJ wE4tG| 'sJ S0 ÆhÐEÉ\w tGJtGvuysJCtGJxZ7~sXtnzy J>AZvsJuyZwE¡> IZQCY7ORN=SJQ;cgG svwJZ|=sJ;|xZû Ð7¿Ï uywJsJvuy~sJuy>| ÓR7ÆRÐWÉ uywtn| tnJuysvXtGv J>AtGuyzyuys\ï u_wvsJvu_~sJuy7|\sxWtG|*sJ>~}7=sn¹tGwsvëwvsXtGvsJuy|}7uy|=sW>AtGwvZzyu_|7 h7h~vsJ; = Zzyuy|}u_JG>ZZ|=sJwE| ½hsvZ|9Ó R ÆhÐEÉ uyz_zwJuyz_ Zvu_>Z 'hv7 sv AtGwvZzyu_|#svJuy}7CtG' ÏhWtnsJ~vZw ¡ S ÆhÐE7É ¥ tGJwJZzyZx;sJZ = sv0= ZzyZHsv xWtGsJ~v0sJ7wJ tGwvAZx;sJwG9sv AtGsCt sJZxZ>|wJuy ;#tGJ>JuUtGsv 7JGÍsXtGz_>ÏZwv xEtG|ë7tnJRJ7 xZ7|=7;|Psvuy7|Atnßz Ì }7XtnwE7zy7|}7ZÌ uywvsXtG|xZ ZZ| Z|xZuyZwW7wvuyzy}7zy>AtGzwJZ|=svZ|xZ J>A;JsJuyZwEsv 7J xZ7zyZh~|xZsJuy>|w AtGwvZ ï>|ëAtnJs\Ì\G]Ì wvAZ;xXsCtG}>}7uy|}AAtGvwJuy|}A>0>sJZ s\=Zw Gz_uy|=Ì }7~uywJsvuyx¹tn|AtGzy=wJuyw ÆUZJwv7|ïtn| |=~A;tn}7J;ZZ|=sE=wJZtG|=sJuyx0x;7ZvZ|xZ>4ZsJx> É; 7 WtGxC'hWtnsJ~v S ÆhÐEÉZuysJw Z=ZxZsCtGsJuy>|"~| ZÓÔÆhÐEÉ uyw xZ7|wJsJCtGuy|Z sJëtwvAZx;u²Íx 7tGzy~< U Ö ÆRð ß É V â S0 × U ÏZwJsXtnJ}>Zs7tGzy~ZwtGJ¿s\Pu_xEtGzyzy0wJ;sasvsJZ=ZxZsXtnsJuy7| GsvAtGs2hWtGsv~J~| ZsJZÌ × ¡ Ð £ 00£X"Ð Zg¥Æ{h7uy|AtnJ hWtnsJ~vZwW uyJuyxWtGz4 u_wvsJvu_~sJuy7X | Ó W GsJ sJCtGuy|uy|} x;7J~,w Y P sJuyw9uyw4wvu_zy¡svHvZ7tGzyZ|xZ¡nPsvAtGs2hWtGsv~J¿u_| svHxZ>J~wEøÉ4ÏZ|ZsJHxZ7|wJsJCtGuy|=s¡ÆRð ß É AZx;7;wWÖ Z ú ÓÆRÐWÉÙ S ÆRÐWÉ × V\â [ S ] ^ Ú ú S ÆhÐ _ Éü ÆRðøð7É _ Ø ß R9sv0x;7|wvsJXtnuy|Psvw#ÆRð ÉtnJxZ>|wJuywJsvZ|=sW=svZJ Z=uywJsvw¡t ~|u_î=~wv7zy~svu_>| ¡ ¥0uysJu_| sJZ=A>|Z|=sJuUtGz\tGuyzy ÆRðyÚWÉËuyxXwXtnsJuyw\ÍA;wsJZ'GÛ07|} tnz_zÆU|7s|ZxZZwvwXtnû JuyzyZ=AnÌ |Z|=sJuUtGzUÉwv7zy~sJuy>|w0svZî=~AtGsvu_>|w ÆRð ß É;sv Z=7|Z|=svu{tnzwJ7zy~svuy7|uywsJ 7| xZzy7wJ;wJs sJ sJ AtnwJZzyuy|#Ó R ÆhÐEÉ ÆUuy|sJ Ý ~zyzyAtnxX>ÌJÇ4uyZzyZwJ;|wJWÉ;4tG| u_wsJ=~wxWtnz_zyZ sJ Èuy|uy~ Ñ0uy>ZJ}>Z|xZ>¡Èuy|uy~ ÑuywJxZvuyuy|AtGsvuy7| \|=h>JtnsJuy7|ÆR È ÑJÉ9wv7zy~svu_>|9ERÊsvAtnwJZzyuy| ÓÆhÐEÉuy w @ÊtGs ÆU~|u²R7JÉZ>sJuywA;xZ7ZwsJ ÈëtG=uy~ ÐË|PsvJ>PwJ>z_~sJuy7|9=~JsvZJ7v7 u²sJhWtnsJ~vsCtGJ}>Zs 7tGzy~Z` w U tGvsJZuyvu_xEtGzHZ=ZxZsCtGsJuy>|w G>Z wv7 sJCtGuy|uy|} xZ7v~w Æhtnwuy|Zî=~AtnsJuy7|w Æhðøð7ÉJÉ;7sv È ÑH70È ÐwJ>zy~sJuy7|uywtnz_wv sJ¹ÈtG=uy~Ç2u_>CÌ z_uy== wJ>z_~sJuy7|GHsJ Z=A>|Z|=sJuUtGz2 tGuyz_=777J uy|=h>JtGsJuy>|9GwJ;òÆ ÖPtE=|Zw Ú ° ºµ ¡Zv}7ZQEOHYGF Ú ° °²1 Ô>wJZ|=RZzy ì0Ú ° °²7ÉZ \s uyw uy|wJsvJ~x;sJuy7sJëxZ>AtnJsvuyw = Zz¿sJësvxZ>| uysJuy>|AtGzH;P7|Z|=sJuUtGz= Zz\ uyxXAtGwwJZZ|'xZ>|wJuy ZCtGzy wv~xZxZ;wJw JZxZ;|Psvzyuy|ëzUtn|}7~Atn}7 = ;z_uy|}.Æ ÑZzyzUt uyZsvXtëQEO YGF Ú °° ß WÇ9tn~QEO9YnF 0Ú ° °>ð Zv}7Z QWOYGF Ú °° ² Ô7wJ;|=hZzy Ú ° °²7É;ZÏxZ7| uysJuy7|Atnz== Zz AtGwsv h>JïÖ ÆRð PÉ Ó.Æ Õ AÉ × Q Æ.Ú É ÙWÓ R IÆ Õ ÉÙZZ= â ú S .Æ £}IÉ ã
û
ZJsJHhEtGsJ~JZwHtGvh~|xZsJuy7|w9GAtwJZxZu¯ÍAx¡>J =Ì\uywJsv7J AtnuyWWtn| wv0uyw9svHAtnwJZzyuy| 2Ó RnAÈ>J uy7vsXtn|PsvzyP Q uyw|zy7|}7Z0t svJ~ x;7|wvsXtG|=Ès ® uys ZZ| w >¦| 'tG| sv=~w ñò\ó_ôyõ\öø÷ù\úqûü¡ô¯óyó{÷RýóhþÿaþCö'Pþ\õ\ôy÷\ó
¿
V@CD7SRMD7SvY7ORTUV7[gÀHTUV7[>N=TycZOhT]@ ?AORSZN=@WORN=SJQ °
~wJs0J;xZ7~sJ; 'h7 WtnxX¡>J 'uy|ïWtnxCwJZ|=sJ;|xZ7ÏtGuy|ë CtEAtGxC=w nsv x;7| uysvu_>|AtGzP ZzHtGJsvwJ;7ZvxZ>~sCtGsvu_>|AtGzA>sJsvz_;|ZxCïnsvXtnu_|u_|}ìÆ]ZwJZxZuUtnz_zy naxZ>~sJuy|} Q .Æ ÉJÉZtG| sv áu ¶xZ~zys\uy|= Zzyuy|} >z_gÌ wvZ|=sJZ|x; Z|7;|At JÆ fGÉ øASvY7TUVTUV7[O_BQ L D07Q;F ÏÈ Ñ07 È Ð wJ7zy~svuy7|ëxWtn|A R7~| '=ïtG|uysvZXtnsJuy7 J=xZ; ~Jwv~xC"tGw sv ³¹Z|ZCtGzyuyÒZZ \sJZCtGsJuy>0r=xWtGzyuy|} .Æ ³ JrÉtGzy}7>JuysJ.Æ Ñ tGvJ=xC Þ ÔtGsvxZzy"u ´ë Ú °µ ß ÉZ ³ Jr wvsXtGvsJw uysv"tGJu_svXtnJ wWÛs EtGxC"uysJ;XtGsvuy7|94svëtGzy}7>JuysJ u_JG>Zw sJ ¡ ¥7tGzy~Zw = x;7tGJuy|} sv0Zû =ZxZsCtGsJuy>|n9WtGxChWtnsJ~v0~| ZsJ0xZ~vJZ|=s Ó sJ sJû sXtGv}7Zs7tGzy~> tn| = u¯h=uy|}0sv tnwJwJ=xZuUtnsJZ =\|AtGvsJuyxZ~zUtnW=#sCtG> û
ZJ
c
û
a %b:c
û
z_>}
V\â [ S V
uyw0t AtGCtGZsJZt0´4ZxZsvuy|}sJ wJsJ;ëwJuyÒZ7
â
â ã
S
â ã
Æhðĺ7É
Æ]uUÉ?AY>LMF_TUV7[ \|sJCtGuy|uy|} t 7zyCÌ\wJZ|=sJ;|xZ tG=uy ~;|PsvJ>P= Zz\>xZ7~svu_|} sJ Z=ZxZsCtEÌ × d ÓÆRÐWÉ¿Ù S ÆRÐWÉJ;îP~u_vZw twv~tGsJuy>|G7Z tGzyzA>wJwJuyzy wvZ|=sJZ|xZZwÐ7 svuy7|w V â â S ã ? x;z_EtGJzytn|uy|=hWtnwJuyØ zy0sCtGwvÊ\|wJsvWtG =¡ ZwvsJuytnsJ V â â S0 ã9=wXtnzyuy|} hv7 sJ# u_wvsJvu²Ì ~sJuy7|ÓÔÆhÐEÉ¡tn| ~wvuy|} sv0wCtGzyZ=AZx;sXtGsvuy7|G S0 PrtGz_uy|}hv7tG|;P7|Z|=sJuUtGz u_wvsJvu_~sJuy7|uyw#t |7|=Ì\sJvuyPuUtnz4sXtGwv4AtG| uywsv wJ~ ¼CZxZs Guy|PsvZ|wv JZwvWtGvxCï=wvsXtnsJuywJsvu²Ì x;u{tn|wWn=PwvuyxZuywJsJwHtn| >sJ;JwW=rtnzyuy|}G4wJZ|=sJ;|xZZwhv7 tn| Z=7|;|PsvuUtGz uywvsJJuy~sJuy7| 7wvZw#tn uysJuy>|AtGzxCAtnzyz_;|}7ZwEAtn| uyw uywJx;~wJwvZ ëuyä | ·;| Þ Ô>wJZ|=RZzy ïÆJ0Ú ° °°7ÉZ Ð߶xZuyZ|=s wCtGzyu_|}#uywxZv~xZuUtGzsJwv~xZxZZwvw\h~zasvXtnu_|u_|}A × d R ÆRÐWÉÙ \s uyw Zî=~Atnz_zyuy|=hWtnwJuyzy sJxZ7~sv sv|7vtnz_uyÒWtnsJuy7|xZ>|wJsCtG|=s Q e ;PÆ d S ÆhÐEÉJÉ;A7Jsv~|AtnsJZzy==sJuywuyw¡|7s|Zx;ZwJwCtGJh7sJCtGuy|uy|}A=wvuy|xZ wXtnzygØ uy|f } xWtn| >| û uysJ>~s=|Guy|} Q ¤ Ï0wJuy|}sv P ZzÊtnw0AtnJsn¿t x;z{tnwJwvu²ÍZ Æ]7 }Ayt wJZZxC vZxZ>}7|uyÒZZCÉ =Zw|7sJZî=~uyJ P|Gz_; }7G Q ;u_svZE=AZxEtG~wv sv JZzUtGsvuy70CtG|=uy|} G sv0 "u ´4ZvZ|=s¡==A>sJ;wJZwuywH|>sHxCAtG|}7Z =t wJuy|}>z_>7~|u_>ZJwCtGz\GxZ>|wJsCtG|=sW ª0>sJuyxZsJAtns svuywuyw¡|>ssJ xWtGwv h7xZ>| uysJuy7|tGz4Z=7|Z|=svu{tnz4= ZzywE Ð>Z|*sv7~}>*sJïZtnxZs7tnz_~ëG Q uyw|7sJWtnz_zy|ZZ ; 90tGssJuy;wu_stE ZwJuyXtnzysJ"tGJG=uytnsJuysWh>ZtGzyh>AZvzyZ=uys\"xWtnz_x;~zUtGsJuy>|99Ïu_wxEtG|* 7|svïtG|=' ZwJuyvZ tnxZxZ~CtGxZ='}7Z|;XtGsvuy|}ïtzUtGv}7 wXtnzy hJ> ÓÆRÐWÉ;9>wJZv=u_|} sv hvZî=~Z|x;nH7| >>J wJZ|=svZ|xZZw uyxX=xZxZ~#7v0sJtG|9wXtE= º õ sJuyZwWtn| tG=uy|}ë~wvëG Zî=~AtGsvuy7|*ðyÚ7H7 wJuysv~AtGsvu_>|wZvï|wJ~xC*wvZ|=sJZ|x;ZwZ=u_wvsW¿7uy| }>Z|ZCtGz2h7t >J09 ¶xZuyZ|=sZwJsvu_tGsv7W=>| xZ7~z_ ~wJ>Ö ÆhðIJ7É Q h × i Y Ú R i ú lè k â Z=%monqp nsrn á Ø æ ã /Ø j ZJt YuR¹u_w0tÔwXtnzy0nHwJZ|=sJ;|xZZw }>Z|ZCtGsvZ ëRJ7 Ó RGA77v# ZsXtnu_zywEwJ;` v=~"QWO YnF ÆJ Ú °° °>ÉZ JÆ @EÉxwQXY>OhN=SvQ cZQZFyQX@EORTUD7V ½|xZ sJ }7Z|ZXtnz4hCtG;¡>JtG| svXtnu_|u_|} v=xZZ ~vAtE7 ZZ|ë7v7Z 7~sEtGs\Ì svZ|=sJuy7|xWtG| xZ7|xZZ|=sJCtGsJ; >|sv#tnJsG9= ;z_uy|} zUtG|}7~Atn}77GÏ#}>Ptnzuyw¡sv xC=7wJ ñò\óyôyõ\öø÷ù\úqûü¡ô¯ó_óU÷RýóhþHÿþCöPþõ\ôy÷\ó
Ú õ
DGcZQEVZIZQ;F
hWtGsv~J;w S ÆRÐWÉsvAtGs xWtnsJ~vtGwvAZx;sJw n¡zUtG|}>~AtG}> uyxCìtnJ |7sxWtGsv~J; *ÆU7 uy|Atn CÌ îP~tGsJ;z_ xWtnsJ~vZ AÉ¿= sJxZ~vJZ|=sAtGwvZzyu_|= Zzyuy|}0svZxC|uyî=~7>Ï#svuywHZ| 7AtE7 AZ;|ë~wJuy|}svh7zyzyGuy|} Zsv= 7zy>}7 h7hEtGsJ~J uywJxZG>ZJëtn| wvZzyZxZsJuy>|9 ³¹u_>Z|t xZ>J~, w Y G9|AtnsJ~CtGz4zUtG|}>~AtG}>wJZ|=svZ|xZZ7w ÿ uysvZuyJuyxWtGz uywJsJvuy~sJuy>X | Ó W JZwv~tnzy vZvZwJZ|=sCtGsJuy> G9sv ~|=|G|sCtGv}7Zs uywJsvJuy~svu_>|Ó>¡ ~wv0uys¡sv svXtnu_| 7~ ZwvsAtGwvZzyu_|= Zz¡Ó R> ª0;PsE¡~wJëÓ R sJë}>Z|ZCtGsJëtx;7J~` w Y Rnn «øwJZ~ wJZ|=sJ;|xZZ0w _zyu_>¡sv7wvuy| sCtGzy ß ¾¡svZ|x;7tGJ Y R u_svy YÆU7¿wJ7H7svZ AtGsCtGwvZs hJ>sJwXtn0 u_wvsJvu_~sJuy7|Ó ÉZ ¾0zy=7 h>¡wvPwvsJZtGsvu_x áu ´Ê;JZ|x;Zw0Zs\ZZ|ësv s\¡ xZ7vA>XtnÛ0|= wJ~xC áu ´4ZJZ|xZ¡ uywJx;G7Z7uy|=sJwsJ t CÍxZuyZ|xZ uy| sv¡tE Ó R P Zzyw sJ ~|=|G|sXtnJ}>Zs0 uywvsJJuy~sJuy7|ïÓÔÛ0|=wJ~xC' CÍAxZuyZ|xZëxWtn|ë|G JWtn uyzyÍA=Z 9 P CÍA|uy|}tG| tGv7vuUtGsJhEtGsJ~J S ÆRÐWÉÆ]7wvZsGhWtGsv~J;wXÉ uyxC"AtE> áu ´4ZJ;|Ps Z=AZx;sXtGsvuy7|w~| Z0Ó tG| Ó R ÆhtnwZ=uy Z|xZ; ë=sJZuyvZwJZxZsvu_> wXtnzyZzw Y.tn|{ Y RWÉ; Ï |Z hWtnsJ~v u_wsvZ|ïtn Z =JZwv~zysJuy|}uy|ët |;= Zz\Ö Ó hÆ ÐEÉ × Q Ú ÓRGÆRÐWÉ¿ÙZZ=
p r áØ æ
ÆRðĵ7É
½|x;Ü Ó uyw sJCtGuy|Z 92sJtGv7vuUtGsJ xZ>|wJsvXtGuy|=sÆ]Zî=~AtGsvu_>|"ðøð7É}>~AtGCtG|=sJZ;w sJAtns u_sx;7|wvu_wvsJZ|=svz_ xWtGsv~J;wsvë|; hWtGsv~J>tn| *svëvZ=u_>~wJzy 7wJZv7Z uá´Ê;JZ|x; AZs\ZZ|7~P Zz9tG| sJ sXtGv}7Zs u_wvsJvu_~sJuy7|AtnwA;Z|ëZzyuyuy|AtnsJZ 9 Ï¡v=xZZwJw¿xWtG| |GHJZWtnsJZ = }7Z|ZXtnsJuy|} txZ>J~2w YG «øwvZ~ wJZ|=sJ;|xZZ0w hJ> sJu_JG>Z ëP ZzH6Ó E9tG| 'xZ>AtnJuy|}uys sJsv7vu_}>uy|AtGzxZ>J~ w Y 4zyP>=u_|} h7 |Z áu ´ÊZvZ|xZ;wWÏzUtGsvsJZ u_zyzxWtnsJ~vZ uysJ|; RWtGsv~JZwEatn| wJ>|94\| XtnxZsJuyxZ7tG|= RWtGsv~JZw ÆU>Z7Z|wvZsJwGhWtnsJ~vZwXÉtGJ tn Z ëtGsEtGxCu_svZXtnsJuy7|| Ûw tG|'ZtGzy }4wJ~A>wJ7wvZJ>sJAtns#svsJvuy}7XtnÌ\}7Z|ZXtnsJZ\ Y R wvZ|=sJZ|xZZw tGJwvz_uy}>PsvzywJ>JsJ;7|*tE7ZCtG}>ìÆRtGwWtGwv~JZ ="|=~Z n#7v wXÉ svAtG|sJZuyyY xZ7~|=svZJAtnJsvwW¤ ¾ sJZ| gÍA| sv wJuyzyhWtGsv~J>Ö
1S ~ /0 ÆhÐEÉ × |P~AZG¡>J wuy| Ð tG| '7wvZJ>sJAtns V k S1~ "M × Vx[ S1~ /0 J ~s 7|xZsJ|Z XtGsvZ 9¡ tGv tGwvwJ~vZâ ësvAtGs V â S1~ â /0 × V\â [ S1~ /0 J â
ã
â
â
ã ¤
ã
â
ã
ÆRðÄ×7É hWtGsv~Juyw uy|xZ>JGÌ
ÆÉþø4BQ cZQCY7Sv@XB IZD>SHIZQCY7ORN=SJQ;c \|·;| Þ Ô7wJ;|=hZzy ÆJÚ0° ° °>ÉZ>¡ wJWtnJxCZ R7@ }7CtGÔÌ wvs\PzyhEtGsJ~JZwsJAtnswJGZ wJuy}7|u¯ÍAxEtG|=s u_wvxZJ;AtG|x; Zs\ZZ|Ó tG| Ó R ÏZwvëuy|xZzy~ Z nÌ }>XtGw tG| ºEÌ\}7CtGw ÆUuyxCëZJ >~sJwvuy sJ Xtn|}7 GHsv AtnwJZzyuy| Ó R svJuy}7CtGÉ;7x;z{tnwJ w Ì }>XtGwW=tG| uyw\Ì sXtG|xZ Æ]|7|=Ì\xZ>|Psvuy}7~>~wXUÉ Ì }>XtnwWEÛz_zwJ~xXÔhWtnsJ~vZw¡;J0CtG|>Z =B t Ø wvu_}>|u¯ÍAxWtn|xZ sJZwvsW ½7;Tº õ õõ õ¿GAsvZwvhWtnsJ~vZw¡;Jh>~| sv0AtE>twJuy}7|u¯ÍAxEtG|xZzyZ7;zG% ØK Ú º ¾*Z|u_|xZ7vA>XtGsvZ uy|Psv sJ0zUtG|}>~AtG}>= Zz\GsvZvZwJ~zysvZ ëuy|t wvtnz_z=uyJG7;Z|=s
tN , - 3,1 g q "E -M . # '# 4" ) - %# 4' " g 7 1 EI,' 3,3, 1( ' # 1g ) "P1 1 # # '4B ## 3,# 1 "! # # '' EF 3,!g g 1EI ' ' '3 3 7 "' / 1B*0! /E 4 E3 " ' # "KM4"-M ) D " - & D & 3 . 1 # ' ' ! ,' B / E%# #.%, ÷\ó Cö% D "# 7 '3 '# 41' B x ) ' .& Ng1-/ E '' & L EI ' # 4) 3,# " ' +E " 3,' # 3\/E3,# 1 # '/ EI " ,# # 42 3,+" '" ) z E '# 4 7 ' "33 # (' q O6- 1*0/E¡*0 1 ! ! # 04"7 I . II U . Ä ÄI W II Ä b II I . W 0 Ä I . . | W Ä Ä I. W 0 T D D . . I6 I . @ 7 Ä 7 I I I . . . D ? | ß I . | .
ñò\ó_ôyõ\öø÷ù\úqûü¡ô¯óyó{÷RýóhþÿaþCö'Pþ\õ\ôy÷\ó
D
W
D D ¤ I . I I
¿
V@CD7SRMD7SvY7ORTUV7[gÀHTUV7[>N=TycZOhT]@ ?AORSZN=@WORN=SJQ
Ú7Ú
uy| JZx;7}7|u_svuy7|tGxZxZ~XtGx;Æ]AZvzyZ=uys\ tGw|>sax;7~sJZ ÉZGÛz_sv7~}7 svZwJÌ }>Xtn hWtEÌ sv~J;w# |7su_JG>0sv zyuy|}7~uywvsJuyx0zUtn~wJuyuyzyuys\GHsJ = Zz\=sJZwJZv7Z 'sJ7Zvu²R tn| Z7|wvsJXtnsJ7~ZsJ= >zy7}7= \¢ | v=~ QWO YGF ÆJ0Ú ° °°7ÉZ¿¡~wJZ twvAtGzyzyG AtGvwJZsJtn ~sJsJ;XtG|xZZwhv7 sv rou_svxCPPtnJ xZ7v~w u_|=svï£ t @4tGs z_uywvs G07tnJuUtGzyzyZ|}>sJ @XD>V=cZOhT]OhN=QEVOUcZEtGsJ~JZwZJ svZ| CÍ|Z *uy| sJZvw G xZ>|wJsvu_sv~Z|=swJ;îP~Z|xZZwExZ>|wJsvu_sv~Z|=swvZsJwtG| xZ>|wJsvuysJ~Z|=s svJuy}7CtGwWGr=7T µÄ õõ õwv~xC hWtnsJ~vZw¡Zvh>~| wJsXtnsJuywJsvuyxWtGzyzy wJuy}>|u¯ÍAxWtG|=sHtG| tn Z sv sv= ;z ZvzyZ=u_s\ G4sJ|; = Zz=tnwHwJzyuy}7=svz_ zyGZsJAtn|sJAtnsanÊsvAtnwJZzyuy|7 tn| JZx;7}7|u_svuy7| tGxZx;~XtnxZ tGw9tGzywvwJzyuy}7=sJzyuyvG7Z X~JsvZHtG|tGzy=wJuywAwv~}7}>ZwJsvZ sJAtns sv A>sJZ|=svu{tnz9nasJZwJ RWtGsv~JZwtnwzyu_uysJZ ~#svsJ;u_CtGvu_s\= ¾AtE7wv~wJ;îP~Z|=sJzy"vCh=xZ~wvwJZ *>~tGsJsvZ|=sJuy7|7|'ÍA| uy|}ìtwJtnzyzH|=~A; G ~xX7vxZ77| hWtnsJ~vZwW>¡;otnzy7>tG>|} sJ 7wJs¿}7zUtGvu_|} áu ´Ê;JZ|x;Zw ACÌ s\ZZ| sJv~|AtnsJ~CtGz=zUtG|}>~AtG}>¡tG| sJJuy}>XtGÔÌ }>Z|ZCtGsvZ wvZ|=sJZ|xZZwu_wsJzUtnxX nAwJZtG|=sJuyx tn| ësv7uyx xZ7ZJZ|xZuy|sJ z{tnsJsvZW¤ ¾ AtE> AZ;|ï7vPuy|}>|ë= ;z_uy|} wJ~xXxZ7;\Ì ;|xZuysJuy| sJuywhCtG;¡>J4ZÛwH~uyzy uy|}0z_=xC=wh7sJ « wvZtn|=sJuyxHxZ>ZJ;|xZ >hEtGsJ~J7 ~wv EtGwJ~JZwG¡tGwvwJ=xZuUtGsvu_>|ëuy| ß ß xZ7|=svu_|}7Z|x;sCtGzy tGwJ; ë7|ëtGuyJwnËx;7|=sJZ|=s 7v wuy|sv wXtnwJZ|=sJ;|xZ7
¤»¦¥
Å =Ä4Ã@1=ÅJÁH½ ¾ P uy svzUtG|}>~AtG}>¡P Zzyu_|}xZ7~|uys\ tGuyz=sJ=~wË tGsJ u_|=svZ}7CtGsJ¿h>Jtnz=z_uy|}>~uyw\Ì svuyxsJZ>JuyZwHuy|=sJ twJsCtGsvu_wvsJuyxWtnzhCtGZ¡>J §Ü¾*= xZ~JJ;|PsCtGxZsvu_xEtGzz{tn|}7~tG}7¿= Zzyw zUtnxXtG|= JZwvZzUtG|xZ0sv Z>Z|ët J~ uyZ|=sXtnJ zyu_|}7~uywJsvuyxsJZ>J §?¾*= uy ß õ >WtGvwG vZwJEtGJxCÔ tGuyz=sJ =uyZzy XtnxZsJuyxWtnzAtG| wvu_}>|u¯ÍAxWtn|PsuyJG7;Z|=sJw4G>ZsJsvJuy}7CtG'ZuyxC tGwv77wJ; uy|uysJwZwvwJZ|=sJuUtnz4h>J =j Ö7Zzyuy|Z Þ È;JxZZ ÆJ0Ú ° × õ> É §\|svuyw¡zUtnwJswJZxZsvuy7|9 v77wJ t h;.tn|wJZJwsJsvZwJ îP~ZwJsvu_>|wWÖ ¨z©'ª«¬©T"® © ¯D®1°±²%³ © ± ´ªµ¶"® ´®1©®1©T¯·´¸¹º²OµO±¸K°2´»±{µ&©0¼+±³ ±ªO®,«²´¸T·½ Ç4uy|}7~u_wÌ svuyx svZ7vuyZw WtGzHuysv QCÞ7T{cgORQEV@CQW4ÏZìtnJwv~xZxZZwvw\h~zu²sJZï;Pz{tnuy| ÆRtG| 'J; uyxZsXÉ u_xCxZ>|wJsvJ~x;sJw0tGvh>~| uy|sJz{tn|}7~tG}7tG| uyxXwvuyuyzUtG9x;7|wvsJJ~xZsJw0tnJ|>sW>Û svZ>J u_w¿xZ7|wvuy ZJ; CÍxZuyZ|=sHu¯ÊsvZJ tGvxZ7~|=svZ\Ì\ZtGzyZwHsJ u_sEE\|xZ7|=sJCtGwvsW>wJsXtnsJuyw\Ì svuyxWtGzzUtn|}7~Atn}7H= Zzyw WtGzu_sv M4SJQEbWYnF_QEV@CQWnÏZtGJwv~xZxZ;wJw\R~z4u¯ÊsvZtGvG=u_tGsv vWtGwv7|Atnzy ZzyzÆUuy|zy7} wvAtGxZEÉHsv0vZ7tGzyZ|xZ G9sJ0>wJsxZ>>| xZ>|wJsvJ~xZsvwh>~| uy| sJzUtG|}>~AtG}>7GÛ*P ZzuywHxZ>|wJuy ZvZ CÍAxZuyZ|=su¯ÊsvZv0uyw¡t wvPwvsJZtGsvu_xu{tnwWG>H uyw\Ì x;JZAtn|xZ=GZs\¡;Z|uysatn| sJZ|7Z|>| uysa~J7vsJwHsv# ZwJxZvuyA7=Ï=~wEGt0zyuy|}>~uywJsJuyx x;7|xZ;s tEt~wvCh~zsJ=7z¿u_|'sJxZ7|=sJ;Ps G0tsJ;7J=4>Zs vG7 tG zyZwvw ~wvCh~z Z|ëuysxZ7ZwsJuyJG=uy|} t wJsCtGsJuywvsJuyxWtGz= Zz\1 ¾ AtE>¹tnzyJWtn wvZZ|ïtn|;otnzy nasvuywu_| ½ r>Ì\AtGwvZ ëxZzUtGwvwJZwÆ]wJZxZsvuy7| ß AÉ; ¨z´%¯1¾¿²(ÀC«%±ª±³ ´¸À ³ ´(¹º±lÁ²%³ ¾½ Ï|=sJuyz9vZxZZ|=sJzy'¡ AtE7 zUtnxX>Z t}7;|ZXtnzwJsXtnsJuyw\Ì svuyxWtGz¿hXtnZ7vh> uy|xZ>J7CtGsJuy|}'tGJu_svXtnJ"tGwvA;xZsJwG0zUtG|}>~AtG}>uy|Psvë7~ P ZzywW ¾ u_sv7~s¡wv~xCït hXtnZ7v4PtnxZxZ7= AtnsJuy|}0EtGxCëzyuy|}7~uywvsJuyx0svZ7vuy|=7>z_>ZwwJ7zy=uy|} t ÆUwv7;sJuyZw4tGJ É9wvsXtnsJuywJsvu_xEtGz=ZwJsvuytGsvuy7| J>zyZï;Ï= Zz> ZwJx;JuyA; u_| wJZxZsvuy7|ð tn vZwJwvZw sJuywv7zyZ' ÂñªO®1´¸£®1³ ´© «%°&®Ä0Å1´%¯1¾%±®\²À\® °±Æ¯ ²ªµ&©'®1©'²ªO´(¸tÀ ²%³ ¹\¬¸'´®1©0²ª½ Ï0|=sJuyz JZx;Z|=sJzy =uyJsv~AtGzyzytGzyzz{tn|}7~tG}7 P Zzyu_|} tGw 7| uy|sJ xZ7| uysJuy7|Atnz4hCtGZ¡>J4=u\ 7=Zw\Ì svuytGsvuy|}ÓIÆ Õ ÉZ4Ûw tGwtGv}7~Z WtGvzyu_;WsJuyw u_w |7s xZ7| ~xZuy7sJ'sJuy|=uy|}ëtG7~s tn| = ;z_uy|}zyu_|}7~uywJsvuyxHJ>A;JsJuyZwnÊsv0wvZ|=sJZ|xZ tGw¡t 7zy ÆU7 }GAtGvwXtnuyz_uys\ÉZnÏ = Zz ZwJx;JuyA; ïuy|wvZxZsvu_>|ïð tG vZwJwvZw sJuywv7zyZ tGwZzyz\
ñò\óyôyõ\öø÷ù\úqûü¡ô¯ó_óU÷RýóhþHÿþCöPþõ\ôy÷\ó
Úß
DGcZQEVZIZQ;F
Çq¹ºÈ²»±l³ ©"°2±µoȳ ©'²³g·½ ¯0uyZZ uysJuy|?t tE>ZwJuUtG| hCtG;¡>J4EsJv7zyZ tE z_uyu_|7~xC>uyxZ GaJuy7vwW=Û Juy7uywwJ~A>wJZ ësv xEtGsv~J ;7ZvPsvuy|}sJtGsu_w=|G| tG7~ssJH 7tnuy|ACR7JtG|= AtGsCttGJ¿7wvZJ>Z 9G\| 7~9xWtnwJ7EsJHJuy>9wJ7~zy xWtGsJ~v Z7Zv=sJuy|} svAtGs¿¡ZzyuyZ7sv AsvJ~ tG7~s¿P~tG| z{tn|}7~tG}7;wauy| }7Z|ZXtnz =tG| tG7~s twvA;xZu¯ÍAxzUtG|}>~AtG}> wJ~xC"tnÎ w ÐË|}7zyuywJëuy|ëtGJsvuyxZ~zUtGE4Ï 7ZvëzUtGJ}> tGXtnZsvZ0wvAtGx; G zUtG|}7~Atn}7ëWtG|wsJAtnsëtG|=hWtGwvuyzyïtG7~|=sG sJXtnuy|uy|}" AtnsXt%u_wuy|wv1~ ¶xZuyZ|=sh7 G7ZvZzyuy|} sJ vu_>WÏ xC>uyxZ GJuy7uyw0sJZJCR7J xZv~xZuUtGz\' Ò¡ZssJ Juy>Jw0 xZ~JvZ|=sJzy~wv¹tnJu_AG>ZJuywvZ$ ® svZsXtn70tn 7tG|=sXtn}7n9AtGv zytn|P=svuy|} ¡P|G tG7~szUtG|}7~Atn}77 ÛwtG| ZtGzy74xZ>|wJuy ;sJ>=xWtG~z{tnJxZzy~wvsJZvuy|}J>zyZ uywvxZ~wJwvZ *uy|"wvZxCÌ sJuy7| ß ÖHXtnJ'¡>J wwJsCtG| *svA;|CÍAssJï7wJs hv7 xZzy~wJsvZJuy|}¡>ZssvZ |7s Px;xZ~ GhsvZ|Z|>~}7'uy|xZ7vA>Xth> JZzyuUtGzytG~sv7tGsJuyx x;z_~wJsJ;Juy|}A ~s ~xCë~wvCh~z u_|oh7vtGsvuy7| xWtG| 0vGPuy ; tG|=~AtGzyzy#tnA>~stn|P wvZtn|PsvuyxHxZzUtGwvwJZwE=wJ~xCtGw¿|AtGZ Z|=sJuysJuyZwEARwJ~xC'u_|oh7vtGsvuy7|xWtn|ëA Z|x;P Z uy|¦ t «øwJGR s Juy7EÊtn~sJ>tnsJuyx0xZzy~wvsJZvuy|} Zsv= wtE >Zs0JG7 wv~xZxZZwvw\h~z \|wJ~tnJ=WuysxZ7~z_ A tGv}7~Z svAtGstGsvsJZsJwHsv uy|=sJ;}7XtnsJ zyuy|}7~uywvsJuyx=|GzyZ }7 u_|=sv >~¡= ZzywHAtE>#wv \tG¿ tGuyzyZ ZxWtn~wJ ¡ 7| s7Zs=|G G*sJtGJ>JuUtGsvZzy Z|xZ= wJ~xC"=|GzyZ }774|tG;z_=G sJ7svu_tGzyzyxZ>uy| uys uysJ AtnsXt ~s >Zs tG|>sJZ¿tE=ZAtE7;| s9Í}7~vZ 7~sGsJ wJuy~zysCtG|Z>~wJzy}7ZsHsv7wvs9>~sHGA>sJ 7~ =|GzyZ }7tG| '7~ AtnsXt ¡;s\¡Z;|"=|GzyZ }> uysJ7~s AtnsXttG| tGsXtuysJ7~s P|Gz_; }77>tGAtnJZ|=svz_ sJz{tnsJsvZÆUuysJ|;wJwsJ@ Ì\}7CtGÉ2uywa7v¡wv~xZxZZwvw\h~z 1 ~sHsvZv u_w| uy|;JZ|=s0vWtGwv7|ë= xWtG| sAtE> A>sJ9 É
{Ê ËÊ Ì2Í xÊ Ì Î xÏ ÐÌ2Ï xÑ Ò 1ÌOÏ Ó Ì CÔ ÖÕ lÉ × {Í Ð ØÏ {Ù {Ù 1Ú Ð Û ; 9À 9½0Ä 0ÌÜ lÝ:Þ /ÌuÍ "ß ß1ßBÑ "Ø à "Ð Ì+Ï × sÌ /á âá Bã1ä à ä ä å%ægç ¡à è è é Þ Ü × {Ï lÏ Ì Ìlê"ëâqìgê ê"ß %ÌÞ sÌ Ì gÝºÑ "Ò 1ÌlÏ Má1áâ £í è î%ï ð Bîï ñ ægçò /é /Ì â ì ó1ß gÌÏ ô /á1á ó
Ø Ð õðOð&ð Mè(ã ,í&Ìlö(Ìlë ê÷"ì ë ÷ â gÌ,Ï uô "ß ß1ߣÑ
Ø ,õð&ðOð Mè ã øíOÌ /ÌÏ ß1ß1ß Ì sÌMÞ ù ÌgÍ Ý£Þ ù gÌgú Má1á ÷ î ä%è ï èûlû(Ì á"ìgâ %Ìù Î sÌÞ 1ù Ìuú %Ï ¡Ì Í Ú Ì ù Ìú sÌÑ 0Ì%Ï %Ê %ÝÔ Ìô Ñ Má1á Ê Ø Ø î ä%èï èsÌüý ë Ìlë1÷ â/ì ëâ"ó Ê ÌuÊ %Ý¢Ï ÐÌÎ Má1á átô É £í èð ä àBþÌ ê÷ âqì ê â"ß Ê %Ì Í Î Ýxô Ì ô /á á1á ÿ É í èõî øããlí&åíuà å å à æ æ æ1Ì êë1á"ì ê1ê U = C B GL!NX 6GLO ËÄ>BLË"E ßHF! Ä F GL E "!7Ê H1!E B!7R 0! ÄËÄEF! 0O H E ¤ !BG.Ê 0!BLBÊ H X E1R!7JI>!7MË" Ä "Ê j BLË UJLGL!E1R O BLNN,OB H1! Ä>NX R Ë"JLMXFJLJIË"O EFJU EFRJIXFC0C !7JLGIË"O EFJ7% '0= "JLODC B GL!NX 1GLO DB!E 0>F BM 0OE1!}JU EFR U!B "R U 7R B6N,OBUA !BÊX1JL!NX |N,!7!7R F0M jO EqR B N,G6O N¹GIHË"J6>1>!B%
'
É "JIH1VWË ?% UOX1C "0J ö%öÁ |!7 BLE ËÄE1CbR!>!EFR!EFM7ÊjGIBE1JLR X1M}GIË"O E=O R ! "J6NBO0= GL0GL!7Rb! < 0? = > "!7J7T % Â 1Ã"5Déç0/"+Å@47%
X E1EEFO
Qß !B % % T#
¤BËÄE1 "!C B ==BJ$N,OBjJI>!7!}MÕH B!7M7O C E Ë"GIË"O E|% F448 8ç Å@Å?+ 21Ã8( *,Ãç 2 1( F4-L5 0* gÅ@*á3 ( 8ç +5}*,Ã8W57ç8 ç WæDÅ@4-Ã8( : @% @% U " GLGW EFR % % ë O ÄN F!7RJ7% Y % É %
Qß!7!N,!B= E @% zQW!BC0!B ËÄE ß-Iç8 æ ¤Æ ¹æ Qß! Ä "!7C0BR % D%# JI>!7!7MLHgB!7M}O0C E Ë"GIË"O E|% Qß! Ä "!7C0BR % È% Á " EFC XF0C0!ä=O R! "J7% JLÊ JLGL!7=J 0E X1BÊjÁ
É
É =O R ! |O N| "! < Ë"M7 0GLGIB M7GIË"O Eq EFRB!>X "JIË"O E|% ¤ ö!BGIÊ %1# }ç Ã21* 8ç 2 74-I42184 å å å %
=DX "GIË .JI>F E© " EFC XF0C0!b=O R ! ÄËÄE1CKNB0=!}VWO B jN,OB? "BC0!nA0O M} X "BÊ à*,-I( 25 æ %
| BC0!bA0O M7 X " BÊJI>ö!7!7MLH B!7M7O C E Ë"GIË"O E VWË"GIH=DX "GIË .JI>F E JLGL0GIË"JLGIË"M7 Â -I( 25 æ JI>!}MË" DË"JLJIXF!¸O E© " EFC XF0C !¸=O R ! ÄËÄE1C© EFRRË" "O0C %
Qß!BC0!B É % U! Ä " Ë"!}GIB 1% U! Ä " Ë"!7GIB ?%0# " EFC XF0C0!@>BO M7!}JLJIËÄE1C % ç Å Ã2 3 1å #0%
É
= < Ë"=ÈXF=!E GIBO> ÊD > >BO 0MLHGLOWEF0GIX B
QBO VWE % W% T! Ä " Ë"!7GIB ?% % 1R ! OX } @% | Ë % U% 1 JL!7RgS ICB0 =P=O R ! "JDON¤EF0GIX B " EFC XF0C !0% ç Å ¹Ã2 3 HF! Ä F )% 0! ÄËÄEF! E ß-Iç8 ß+-.ç05 F448
W% # #
j!BM7!B : Y
D% % # %
#
"0JLJ
6!7M7O C E Ë"GIË"O E>!BLN,OB= EFM7!ON6nJLGIBLX1M}GIXB!7Rj " EFC XF0C !n=O R! ,% F# %
; HF!E 1% W% 6O0JL!E ,N ! "R D% # MË"!E G JL =?> ÄËÄEFC@ EFR?N,!7 GIXB!WJL! "!7M7GIË"O EËÄEnVWH1O "!ÜJL!E GL!E1M}! = < Ë"=DX1=P!E GIBO > Ê?" E1CX1 C0!@=O R! "J7% E W-.ç 8 æ 1ç 421Ã Fæ j( -.8 0Á %
ñò\ó_ôyõ\öø÷ù\úqûü¡ô¯óyó{÷RýóhþÿaþCö'Pþ\õ\ôy÷\ó
¿
Þ
V@CD7SRMD7SvY7ORTUV7[gÀHTUV7[>N=TycZOhT]@ ?AORSZN=@WORN=SJQ
ÚWð
%Ì Ï %ÝÃô Ò ÌOÞ /áâ yÙ ¡Ú Ø è é ¡àè 0èsÌ þÌ /ëâ"ßì /ë ó1ß ù gÌlÍ Þ ,ù Ì ú ¡ÌÔ Ìô Ý\ô gÐ /Ì Í /á á %É £í èõî øãlãí&Ì ÖÉ Ø'÷ "ì÷ 1÷ ù gÌ Í ¡ÌÞ 1ù gÌú sÌlÙ /Ì%Ï ¡Ì Ñ Ò 1ÌÏ ¡Ìgù Ú1ÌlÜ lÝ sÌgÑ Má1á ëCÉ Ø Ø
É xï qå Ìlâ"ó"ìá ÌÍ Ø'ú ù gÌ+Í ¡ÌOÞ ù Ìú Ý?Ñ Ò ÌÏ /á1áâ£É õðOð&ð Mèí `õÌü ë Ì 1ó1ßì á 1Ì Ï Ï ¡ÌÜ Ì gÊ ¡Ì Ý\Ô /Þ 0ÌÏ /á á ,Í %É £í è(õî ,ããíOåã 1å à æ æ Ìê qâqì·ê "ß "Ò ÌOÞ Má1á â /á á1÷ É ¶í "è í Tà ä tã1ä Bï à "Ì ì Më Ìô,Ì+ÝeÕ TÌÔ /á á1áxÔ
õð&ðOð Mèã øíOÌ !(Ì 1ß"ì 1á /Ì sÌ /á ê âtÉ Oí à /è" èsÌ%ü$#lö(Ì÷ ß"ì ÷ 1ß ÐÌÎ Má1ó1á`Í IØ ¡Ú 2É % 0ä à 2Ý:× gÎ gÑ ÌlÔ {× %Ì Má1ó áÌë êß"ì·ê"ß1÷ ÐÌ Ï lÝ:Ô Ìô /á1ó ß`É Ð É :í ä OÍ 2Ù Ý Ñ × Ì ó ìë1ß yÜ Ì tÌ /á1ó ß ÐÌ Î Ô Ì ¡Ìô Ð /ÌOÍ uÝ Í /Ì%Ô Má1á lÉ Cí &è í à ä 0ä à /å ' æ $æ 1Ì á ì "áê Ìô Ý 1ÌÜ Má1á tÉ Ø gØ
É £í èð 0ä àÌ û(Ìgáâ "Ø'áâ"÷ Ìô qÝÞ OÔ 0Ìô Má1á1ß Ø õðOð&ð Mèí `õÌüû(Ìê â"ß"ì·ê"ó %Ì ô ¡Ìô (ÌOô OÝÃô gÐ /ÌÍ ¡Ì Má1á Ø ( %É í èõî ,ããíO*Ì )+)Ìëêqìë1ó ÖÉ ù /ÌÔ ¡ÌÍ 0Ì Ô gÐ /Ú1ÌOÔ Má1á , ,ù gÐ î ä%è ï èsÌÖ$ü Ì "ì 1ß ÌÔ Má1á ê Ð ù ï Tà ä,å - à . *ä 0/ "å " æ $æ 1 Ì&ù /á á1ß Ð ( +É'Í +É ¶í 3è 2 í 0ä à à ä4å - æ $æ 51Ìá ìá ê Ì ô /á1á ÷ ·Ø î ä 6åOã1ä à Bï /Ì$ü #Ì /ó â/ì "ó uÑ 6+î àè ä%è6î 7/ /î%ã (æ 8 92$ Ì ô /á1áâ uÉ í èõðOð&ð à ä 0ä à "åã 0: ;' 1åî é 1"å BLËÄEFC0!B !BL "0C %
Þ
U! Ä "
Ù
Ë"!7GIB ö% U! Ä " Â -I( 25 Fæ
Ë"!}GIB ?% : Y Få
¤ !BGIÊ å 0å%
%ß#
UO RNB!}Ê % % ÜËÄ Ä ÄË"=E ; % U% jM UEË"! % # N,OB6B!7JL!7 BMLHjE1RjR !7A ! "O >F=!E G7% E ß-Iç8 æ
Ù
ÜB ßæ
É
Á É R >1GIË"A !W " EFC XF0C0!T=O R ! ÄËÄE1C > >¤% 0å å 0å %
BLËÄE G ?% 6B!7J7% %'# E N,!B 48 *,+ -I42Fç *ò475)Ã2¬( -*,à W8Ã(0/Ã21*,49//"ÃáÆ
EFR X1MËÄEFC¸N,!7 GIXB!7JO NUBE1R O0=
Á VWË"GLMÕH O BR GL! "!> H1OE1!DJI>!}!7MÕHÎM7O BL> 1 X J ( 2 -.( 218Ãá5}8ç j( -.8 # 0Á %
?%6# jWH1!K# ¸QBO 0R 7 M 0JLGnST!7V6JJI>!7!7MLH© EFR "E1CX1 C0!K=O R! UM}O BL> X1J7% E Fæ bç - z5 1ç Kç 2 Fç 42 ( 2 3 +(3 4T*ò48 121ç0/"ç3 è #0# 1# %
òÊ0!B UJLGL!E1R O BLN ¸%U# jO R ! ÄËÄE1C "OE1C©RË"JLGLE1M}! R !>!E1R !EFM7!¬ËÄE =?Ë < GIX B !@A J7%1R Ê0E1 =?Ë"MM7 MÕHF!D=O R ! "J7% Â-.( 25 æ Få zå % 0 Ê0EF!7J ; %D% |# EN,OB=0GIË"OE¸GIHF!7OBÊj EFR¬JLGL GIË"JLGIË"M7 6=!7MÕHF E Ë"M7J7% 1è5 å %
Ï Ï
W-.ç8
" EFC XF0C0! UGLO>Ë"M
ß4 é
0! ÄËÄE1! W% # ! ÄN .O BC E Ë 7!7R¸ " EFC XF0C !n=O R! ÄËÄE1CjN,O BTJI>!}!7MÕHKB!7M7O C E Ë"GIË"O E|% E 5 F448 g-I4 8ç3 21Ã*,Ãç 2 : !}RJ7% É % ë ËÄ ! % W% ¤!7!Y jO BC E D X N,=EE ¤#
Ï
îF! "R J7%
Á
ß4( Ç Ã2z3z5TÃ2 %
0! ÄËÄE1! % j!BM7!B D%|# E GL!BL>O "0GL!7RK!7JLGIË"= GIË"O EON= B zOAgJLO X BM7!D>1B0=!}GL!BJÜNBO = JI>F BJL!jR 0GL % E ß( *,*ò4-2-I48ç3 21Ã*,Ãç 2KÃ2 |-.( 8*òÃ84 : !7R J7% ; % 1% U! "JL!7= %S?% DE1 Y å # zÁ%SUOBGIH TO Ä " EFR É =JLGL!BR 0= |# % 0! ÄËÄE1! W% j!BLË" "R O QU% ÜOX zO0J 1% GIBX1JLJ ¸%# # É R Ê0EF0=?Ë"Mn " EFC XF0C0!b=O R ! NO B JI>!}!7MÕH@B!7M7O C E Ë"GIË"O E|% E ß-Iç8 ßæ Fæ ê ç - 05 1ç Îç 2È5 F448 D( 21ÇU21( *,+ -I(0/ /"( 2 3 +(3 4 4 -+( -è Á 0å Á %
Ï ×
UE1!7JL!B D% SU!}Ê @%'# å ,=?> B O A !7RjM ÄXFJLGL!BLËÄEFCjGL!7MÕH E Ë"ð0X1!7JUNO BTM "0JLJ , F0JL!7RäJLGL0GIË"JLGIË"M7 " E CX1 C0!@=O R! ÄËÄE1C % E ß-Iç8 W+ -I0 ç 5 F448 å % É M7 UXH E D% U! jO BLË D% # MÕHF! , 1 JL!7RDE1 GIXB " EFC XF0C0!6=O R ! N,OB|JI>!7!7MLH?B!}M7O0CEË"GIË"OE¤% Â -I( 25 Fæ å%
× Ñ
¤ X D% 6O0JL!EN,! "R D% !E GIBO> Êg > > BO0 MÕH|% E
Ô
6O X O J W-.ç 8 æ
1% #
j BMXFJ ¸% E GLOBLËÄEË QU% jBMËÄE Ë"!7VWË"M ON ; EFC ÄË"JIH ¤GIHF! !E EK¤B!7! F E % ç Å
Ô
0åK¤BLË"C0C !B , 1 JL!7R¸ " EFC XF0C !j=O R! "J j= < Ë"=DX1= ; ; % ; B!}JLJ7%
¸% É % # 0åbQX ËÄ "RËÄEFC¬n " BC ! E E1O GL0GL!7RäM7O BL> X1J : Á0Y Få#}å å å % Ã2 3
gËÄ Ä "!B ¸%¤# @= B zO ABE1R O0=Pî1! "RJTO EjGIHF!DC B>HFJUON¤EF0GIX B "E1CX1 C0!0% BO M0% ö( 2 3 +(3 4 Å@çÇ 49/"Ã2 3?57+ Å@? Å 4-Dê ç - z5 1ç ç 125 )ç Ã25 ¹21Ãé4-Õ5}Ã*,è æD+ 3 +5}* 0%
ù
BLË"M7! ßæ
ô
; %6# A ÄXF0GIË"OEONDJI>O !E© " EFC XF0C0!KJLÊ JLGL!7=J GIHF! Fæ 5 F448 g ( 21Ç21( *,+ -I(0/1/"( 2z3+ (3 4Uê ç - 05 1ç +214
É ¬RO = ËÄE|% E # %
ß-Iç8
-.Ç
É = < Ë"=ÈXF= !E GIBO > Êj>> BO0 MÕHGLOb0R >FGIË"A0!nJLGL0GIË"JLGIË"M} W "E1CX1 C0!g=O R ÜO JL!E N,! "R D% # ! ÄËÄEFC% ç Å |+ ,* 4F448 j( 21Ç ( 2 3 +(3 4 # Á Á % ¤O EFC0!B@A0!BJIË"OE ( -214I3 Ã4 j47//"ç 2 *,48 |-I4 ¤Æ 1Æ 1Æ % É VWH1O "!nJL!E GL!EFM7!= < Ë"=ÈXF= !E GIBO > Êg "E1CX1 C0!g=O R! ,% E ß-Iç8 ÜO JL!E N,! "R D% # ê ç - 05 1ç ¦ç 2¬( + *,ç Å?( *,Ã8U5 F448 ó-.48ç3 21Ã*,Ãç 2g( 2FÇ$+ 21Ç 4-L57*,( 21Ç Ã2z3 ( 2F*ò( 6( - ( -I( (0/"à }ç -ÕÆ 21Ã( D484Å 4Á å Á å % ;;; B!}JLJ7% ÜO JL!E N,! "R È% ë 0JLJL!B= E % W Ë U% H X @% # E GL!B0M7GIË"A !?N,!7 GIXB!UËÄEFRXFM7GIË"OE EFR "O C Ë"JLGIË"MUB!7CB!7JLJIË"O EnN,OBV HFO "!6JL!E GL!E1M7!6! < >öO EF!E GIË" " EFC XF0C !D=O R ! "J7% E ß-Iç8 ê ç - 0Æ 5 1ç nç 2@( +*,ç Å@( *,Ã8 5 F448 D-I48ç3 21Ã*,Ãç 2T( 21Ç6+21Ç 4-L57*,( 21Ç Ã203 )4è 5}*òç 2F4 )484Å 40%
ô ô
Í Í
!7Ê =O B! % ÜO JL!E N,! "R ß-Iç8 W+ -Iç05 F448 ¸#
D% # 1# %
TJIËÄE1CbJLGLO BÊjGLO > Ë"M7JUN,OBU "E1CX1 C0!n=O R ! W R>1GL GIË"O E|% E
z "!7 GLO B ?% !7=@>!BL "!7Ê ?%# # BJIËÄEFC ; EFC ÄË"JIHäVWË"GIHj? ÄËÄE KC B ==B% ¹( -214.3 Ã4 j47//"ç 2 ¹21Ãé4-Õ5}Ã*,è ç Å |+*,4- 8Ã42184 )4 |* 6Â 48 11 2 Ã8(0/ W4 Fç -* # # U7 M GLO ö!B@# #0%
ñò\óyôyõ\öø÷ù\úqûü¡ô¯ó_óU÷RýóhþHÿþCöPþõ\ôy÷\ó
Ú
DGcZQEVZIZQ;F
Í Ð Ì ¡ÌgÊ gÌÊ ¡Ì ÌÞ ¡ÌlÏ /Ú1Ìlú ¡Ì Ô %ÌÑ sÌ ù Ú1ÌlÜ ¡Ì ô Ì sÌgô gØ Ì ô Ý ÌgÞ /á1áâKÍ lÉ í èð ä àÌ G(Ì 1â â1êqì 1â â"ó Ì /á á1ß ÊÔF ÖÉ í è6 í 0ä à à äå,- D æ æ$51Ì 1â/ì "á Ó %Ì > lÏ ¡ÌÊ %ÌÍ Î ÖÝ ô Ì%ô Má11á áCÑ Ø %É í èð ä à å þ%Ì /ó ß â/Ø Mó Mß
GLO "M ! É % HF! Ä 1 U% ; EFC "! ?% Ë"=!EF! ?% j EFC X % BLËÄE G ?% WË"JLGL0R ; % 6O0JL!E ë X ?%F# N,! "R D% GIBLXFM7GIXB!DE1R>!BLN,O B=E1M}!DO N|?R !>!E1R !EFM7Ê " EFC XF0C0!@=O R ! ,% E W-.ç 8 ß + -.ç05 F448 öÁ Á % ë BR ë %# WH1! ËÄB¸GIBA ! ?ËÄE N,OB=0GIË"OEPJL!BA0Ë"M7! ÈX EFR!BJLGLE1R ËÄEFCJI>O E GLE1!}O XFJ JI>!7!7MLH¤% E W-.ç 8 ßæ Fæ 5 F448 $( 21Çn21( *,+ -I(0/1/"( 2z3+ (3 4Uê ç - 05 1ç + 214 F#Á 1#9Á % H X ?% % HF!E 1% W% 6O0JL!E N,! "R È%# ËÄE1CXË"JLGIË"MN,!7 GIXB!}J NO BTVWH1O "!DJL!E GL!EFM7!?= < Ë"=ÈXF=P!E GIBO > Ên " EFC XF0C !=O R ! "J7% E W-.ç 8 ß+-.ç05 F448 ¤# # # %
ñò\ó_ôyõ\öø÷ù\úqûü¡ô¯óyó{÷RýóhþÿaþCö'Pþ\õ\ôy÷\ó
Research Showcase @ CMU Computer Science Department
School of Computer Science
2000
Incorporating Linguistic Structure into Statistical Language Models Roni Rosenfeld Carnegie Mellon University
Follow this and additional works at: http://repository.cmu.edu/compsci
This Article is brought to you for free and open access by the School of Computer Science at Research Showcase @ CMU. It has been accepted for inclusion in Computer Science Department by an authorized administrator of Research Showcase @ CMU. For more information, please contact [email protected].
! " # # %$& '! ( *)!$ + ,.-0/21434576-0/98;:146 ?A@CBDEDGFHDJI KHD>LM4NPORQES ?A@ETUQWV@XQ KHY>SZVQ\[7T]Q#^'Q;FUF_D>V `aVT]bWQESCcZTUORd e TUORO]cgfEN=Sh[EB=i e4jkGlnmokqp `9? j r=sCtGsvu_wvsJuyxWtnzz{tn|}7~tG}7= Zzyw ZwJsvuytGsvsv uywJsJvuy~sJuy>|"G |AtGsv~Xtnz0zUtG|}7~Atn}7 h> sv ~J7wJ GHuyJG=uy|} 7tGvuy7~wzUtG|}7~Atn}7 sJZxC|7zy7}>tnzyuyxWtGsvuy7|wE=\J7|u_xEtGzyzyP=sv 7wvsHwJ~x;xZZwJwh~z= ZzywHnasJu_ws\=A sCtG7zyu_svsJzy0tG 7tG|=sXtn}7GsJ|AtGsv~J nazUtG|}>~AtG}>7 vZ=u_;svZ=sJ;|Ps sJuyxX'7tGvuy7~w tGwvA;xZsJwn|AtnsJ~CtGzHzUtn|}7~Atn}7tGvxWtnsJ~vZ "uy| x;~JvZ|=s= ZzywWEsJZ| ;wJxZvu_ t }7;|ZXtnzhXtnZ7v4WvZxZZ|=svz_ Z7Zzy>AZ tGsH>~HzUtG R7uy|xZ>J7XtnsJuy|}"tnJuysJCtGv"zyuy|}7~uywvsJuyxwvsJJ~xZsJ~vuy|Psv"t'wJsCtGsJuywvsJuyxWtGzhXtnZ7v4atn| JZwvZ|=stZsJP 7zy7}>R7 ZzyuyxZuysJuy|}zyuy|}7~u_wvsJuyx hWtGsv~J;wxZ~JvZ|=sJzyuywvwJuy|}RJ7sv = Zz\u_|tGzyzyP=7| Z 7~ tnu_zy~v ZvZsJnh7v svuy|=sJZ}>XtnsJ z_uy|}>~uywJsvu_x svZ7vuyZw uy|=sJ t wJsCtGsvu_wvsJuyxWtnz4hCtG;¡>J4Ptn| wJ~}>}7ZwvsA>wJwvu_z_ vWtGwv7|wh7uysW ¢£E¤7¥H¦G§C¨©;ªo«=¬vG¬J®¯©J¬J®¯°ZG±4±²7³o´7µ=G´G£ ¶ ¦7¨£E±²®y³=´=·o¸=µ¶ 7³¹±²7³=´7µ=G´G£ ¬v£W°Z¸³=¦G±¯¦G´G®²£E© Hº » ¼7½¿¾ÀÁÂ0ÃľÅJÁH½ rosXtGsvuywJsJuyxWtnzzUtG|}>~AtG}>H= ;z_wÆRrÇ9ÈwCÉZwvsJuytnsJsJv7Atnuyzyu_s\ nÊwvZ|=sJZ|x;Zwuy||AtGsv~Xtnz zUtn|}7~Atn}7 ~wvu_|}zUtGv}7 tG7~|=sJwnHsJXtnuy|uy|} AtGsCtrÇ9Èw tnJ ~wvZ 'u_|'t 7tGJuyZs\nËzUtn|=Ì }>~AtG}>sJZxC|7zy7}>tGzyuyxWtnsJuy7|wE7wv~xCtnw¡wvAZ;xXJZxZ>}7|uysvu_>|9> =xZ~;|PsxZzUtGwvwJu¯ÍAxWtnsJuy7| >sJuyxWtnzHxCAtGCtGxZsvZ JZxZ>}7|uysvu_>|wWtnxCuy| sJCtG|wvzUtGsJuy>|99tG| 7v7\|wJZZxC JZx;7}7|u²Ì svuy7|9R7 ZtGzy74tG|uy|xZ>uy|}tGx;7~wvsJuyxwJuy}7|tGz¡Îuyw }7uy7;|9Ï}>PtGzuyw svÍA| sv wvZ|=sJZ|xZÐEÑ svAtGstG=uyu²Ò;ZwHsJ A>wJsvZJuy70ÓÔÆhÐ=Õ Î=É;Ö Ð Ñ× tnJ}HtG ÓÆRÐPÕ Î=É × tnJ}HtG ÓÆRÎÊÕ ÐEÉÙWÓÆRÐWÉ ÆJÚ>yÚWÉ Ø Ø ZJ sv zUtG|}>~AtG}>0= ;z9ÓÆhÐEÉzUtE=w¡sv J7zy GHsv Juy7E Û}>u_>Z|zUtn|}7~Atn}7= Zz9ÜÝuywnhsJZ|Z7tnzy~AtGsvZ PuysvwMoQESRMAFyQXÞ>TUORdGÖ AZvzyZ=uys\ÊÆRÜÉ ×*ßnà0á²â>ã9ä âPåæ ÆJÚ> ß É ZJçÆRÓ2èéCÓ9êÉu_w svxZJ>wJw Z|=sJv7=ëZs\¡;Z|"sv uywJsvJuy~svu_>|ìÓê ZwvxZJuyZ "= sv = Zz9tn| Óí sJ sJv~ uywvJuy~svu_>|nasJ AtGsCt \v7|uyxWtnz_zy=Zsv>wJswJ~x;xZZwJwh~z9rÇÈsvZxC|uyî=~Zw~wJ7Zv zyuysJsJzy=|GzyZ }7G4Atns zUtn|}7~Atn}7JWtnz_zyu_wEHÛsvsJZsJwsv"uy|xZ>J7XtnsJëzyuy|}>~uywJsJuyxsJZ>JuyZw7;7Z|*zyuy|}>~uywJsJuyx uy|=sJ~u_svuy7|'u_|=svëwJsCtGsJuywvsJuyxWtGzzUtn|}7~Atn}7 = Zzyw tE7Zs uysJ">ZJzyuyuysvZ ëwJ~xZxZZwvwW\| tGsh7zyzyGwWr=ZxZsvuy7| ß zyu_wvsJw 7tGvuy7~w tGwJZxZsvw n|tGsJ~XtGz¿z{tn|}7~tG}7>AtG| ïvZ=u_;w sv ;PsvZ|=ssJuyxCsJ;tGv xWtGsv~J; ëuy|xZ~vJZ|=s= ZzywW=r=Zx;sJuy7|ëð ZwvxZJuyZw t }>Z|ZCtGz ñò\óyôyõ\öø÷ù\úqûü¡ô¯ó_óU÷RýóhþHÿþCöPþõ\ôy÷\ó
ß
DGcZQEVZIZQ;F
"!$# %'&)( *,+-.(0/1/"( 2 3 +(3 4657421*,4218495 :,;< =?> "!@A0!B C0!D "!EFC0GIHKJL!E GL!EFM7!7J6NBO0=PGIHF!DQBO 0R M70JLGTSU!7V6JWM7OBL>XFJ7% Y Z[\] ^_`bac7d e`b]0cgf chji`k lc9\[__f$m\ c7Zgi` c7i _`nZe cgZ `k`g[kk` l9d`]n[\ ]bd c9kd7h k` ]n]7h k ^\obd e`b[ i[kde ` ^]n`k [qpr st lcge`jik c9u[u_f$Z ^__ge[v`gd cge[ v`bd e`wgd[x`]gu`y [7hzl7`nd e`f|{k `b\ c9db[jdk [] ^d ^7c7\[_i`\0l0^}c7\n~9h \]jprst u7h djde`gd c7u [yy cy0c7wi[\^` l[\ ]b\[0l7y[kjc7~~ ^y ^[_ ll7[ fjde` ^kg~[\0ln[k `bZ ^_]_fg_ c7f[ _bd cgk [y`g[]v`k d ^}l7`klnp rst de`k`g[k`g[K_0c7dqc9~Kh [_ ^dfbl7Z` [d`k lq^\jde`jw[ km`dnk^oedg\ c7Zjy[0l7ew`k `[ \]jy[ l7e w`k`nu _`\] l$prst i c7_ ^y `bl7[fjde `jw[\gk[\j~k c9wbde `j~k c7\dgc7~jde`je c}hzl7`g[\]gy[w`j[k0ch \]nd e ^}l$y c7k\` kqpr st
hXtnZ7vÊ=vZxZZ|=svz_ Z7;z_>A; ïtGs7~z{tn9>h>0uy|=sJZ}>XtGsvuy|}zyu_|}7~uywJsvuyx0RWtGsv~JZw uy|=sJt wJsXtnsJuywJsvuyxWtGzhCtG;¡>J4Auy|AtGzyzy==u_|wJZxZsvuy7 | A>| Z svrÇ9È xZ7~|uys\ w¿ tGuyzy~J sJ'u_|=svZ}7CtGsJzyuy|}7~u_wvsJuyxsJZ7vu_;wu_|=svìtwJsCtGsJuywvsJuyxWtGzRXtGZ7J49tn| "wv~}7}>ZwJs7wvwJuyzy JWtnwJ7|wh>¡uysW ¡» ÅJ½DÃ0Å>¾ÅJÄ>¾ÀÃ0ľÃÀÅv½>¾¾Å>¾ÅJÄ Wb½D¡Ã?UÁÂ? ÆvYP É YGcZQ;F_TUV Q HOyB Q h[>SJY7L Ûzy7wvs tGzyzz{tn|}7~tG}7 = ;z_w ZwvsJuytnsJ sJJ7tGuyzyuys\n#twJZ|=sJ;|xZëÐ='~wJuy|} sJ@CBY>TUVëSZN>FyQ¡sv ZxZ>7wv#uysuy|=sJt J= ~xZsGxZ7| u_svuy7|Atnz4J>AtGuyzyuysJuyZwEÖ
EÆhÐEÉ × C q ÆI? 0LUAÉ ×
,
WÆI Õ ?0 L
I
C É × C
GÆ. Õ É
Æ ß yÚWÉ
× g ¡ ? £0 0¤£} I 7¥ uywsJ¹BTycZOhD>SZdZ|J; uyxZsJuy|}7v ¦ ZJg ¢ Ï >wJsxZ77|z_ ~wJZ z{tn|}7~tG}7= Zz\>sJgÌ }>XtG'Gtn7ZwsJ h~vsJZwJuyÌ zyu²RPuy|} tGwJwv~sJuy7|9Ö ÓÔÆ. Õ ÉW§ ÓÆ. Õ
I 1¨ £0 0|£7 I
É
Æ ß ß É
Ï© Ì }>Xtn xWtnsJ~JZwJEtGwJ>|AtGz_ Zzyz0xZ>JvZzUtGsJuy>|wtn7|}ë|WtnJ= ¡>J wE6 ª0>s wJ~vJuywJuy|}>zyP>uysxWtGsv~J;w0zyuysJsJzyZzywJ7=ÏuywxWtn|A ZwJs tGvZxZuUtGsvZ =7wJZvPuy|}¬«øwJZ|oÌ sJZ|x;Z w }7Z|;XtGsvZ hJ> svuyw¡P Zz\WÏHtnzy Úzyu_wvsJwZtGzy¡wvZ|=sJZ|x;Zwhv7 sJ? ¡vPtG oÌ xWtGwv6s ª0Zw¿xZ7v~Ww ® txZ7v~wHnÊwv70ÚWðuyzyz_uy>|0wJ;|PsvZ|xZ;wsJXtn|wJx;JuyA; hJ>DÏ ¯tG| XtG u_ |ZwvZzUtGsvZ ëv7}7CtGwH ~vu_|}0Ú ° ° zß ± 0Ú ° ° ² IÆ ³ Xzt ´ Ú °° µ7É;7Ïu_wx;7z_;sJ0x;7J~w tnwa~wJZ sJ sJCtGuy|twvsXtGsvCÌ\GUÌ\sJgÌtnJsHsvJuy}7CtGzUtG|}>~AtG}>¡= Zz\ZuyxCtGwuy| sv~J|~wvZ u_|}7Z|;XtGsvuy7 P #svv= ~xZ¬ «øwJZ~ wvZ|=sJZ|x;Z w yZtGz_;wGHuyxCïtGv zyu_wvsJZ u_| sXtGz_ ß \s¿u_w¿|7sH "u ¶x;~zysh7Z7z_sJ svZzyzsJZwJ s\#zUtn|}7~Atn}7wJ>~JxZ;w0tGAtnJsW>\|tG| uy|=h>\Ì tGzzyu_| wJsJ~ 0xZ>| ~x;sJZ 7¸ | ·tGv|Z}7uy ÈZzyzy7| wr=uy| wJZZxCëvZwJWtnJxCë}>J7~9 xZzUtGwJwvu¯ÍAxWtGsvuy7|tGxZxZ~XtGx;u_;w¡n¹ ° º» ¡Zv0tGxCuyZ>Z 9>\sauywHtGzywv0WtnwJ sJ tGJZxZuUtnsJGwJ~xC ¼C~ }>ZZ|=svw9tGJ¿tG 7Jwvuy|xZ ¼C~wJs9tnA>~s4Z>ZJ tGwvA;xZsG|AtGsv~Xtnz7zUtG|}7~Atn}7¡Æ]uysJ sJ¿Z>Ì xZZsvu_>|G4wJ>JsÌ uywvsXtG|xZ0 ;AZ| Z|xZuyZwCÉ0tnJZuy|} =uy7zUtGsvZ = sv0wJZ~ GÌ\wJZ|=sJ;|xZZwE ÏZwJuy|xZzy~ zyZ=u_xEtGzJZzUtnsJuy7|wvuywW2sJ7u_xtG| ï uywvxZ7~vwJxZ7;JZ|x;7wJ=|=sXtnïtG| 'wJgÌ tG|=svu_x;wW ½| 7~zy Z=AZx;s#svAtGswJ~xCë}>zUtGJuy|} CÍxZuyZ|xZuyZw uy|sJuywwJuyzy0= ;z4u_zyz Aî=~uyxCPzy'JZZ uyZ 9W ª7s wJW ¾uyzyz¡|G vZ=u_;&svZwJ'tGwJZxZsvwn0z{tn|}7~tG}7tG| AtGs0tnsJsJ;svw¡AtE> AZ;|ëtn 0sv= ZzsJ;ï ñò\ó_ôyõ\öø÷ù\úqûü¡ô¯óyó{÷RýóhþÿaþCö'Pþ\õ\ôy÷\ó
¿
V@CD7SRMD7SvY7ORTUV7[gÀHTUV7[>N=TycZOhT]@ ?AORSZN=@WORN=SJQ
ð
"!Á %6Â-ÃÄ3 -I( ÅDÆ,3 4214-I( *,4ÇÈ5}421*,4218475 :,É A0!B0C0!D "!EFC0GIHKJL!E GL!E1M7!}JUC0!E1!B GL!7Rg ÊnGIBLË"C B =ÌGIBËÄE1!}R¬OEjGIHF!DQWSM7OBL>XFJ7%ÄY f0chqy [__gi c7kmjw ^dye`_ _b^7lgde cl7`gdek ``bZ^k`g_7h ymj[~ d`kn[d d`\][ \dblÍUy c9wi`d ^d ^v7`\7` ll?[\]jm \ c7Z ld e[dKprs t [ k`bf0chKk`~` kk ^\od c¬^7lg`xdk` w`_fnk^}l7mfnu `y[7hzl9`K^F{v`bu ``\gd` l7d` ]nZe cl9`qc7\ _fjZ ^deg[jw[ ^\qpr st d e`b~^k l7dgu_[y mb`]9h y[d c9k l?y[d[y0c7wu l]0c7Z\gk c7w[\go[u k ^`_bl9_``i¬^\j[jZ[fjd0cgm\ c7Z¬^}lgik c9i`kbpr st w fKh ` l7d^}c7\d cgf chKd e cl7`gi ^yd9h k` lw [fql9d ^__g\ c7d¸^\gk c7w [\ ^[g[\]¬^n_ cc7m `]nh0ijy_`[\jprs t f0chqZ `k`go c0^\ogd cgd[ m`bd e` ^kgy7h `j~k0c7wb[ \ye c7k [o`n_ ^~d`]bc9~~j`v`k fde ^\7onZ^__gZ c7kmjl0^d`gv`k ] ^Îp rst
JÆ fGɸÀ9QCÞ7T]@XYnFaSvQZFyY7ORTUD7V=c Ï0tG|gÌ }>XtG'CsJ7=xWtn~zUtGv u_wtzy7|}z_uywvs9Guy| uywvsJuy|}7~u_wvAtGz_xWtnsJZ}>7vu_;wW ~sG x;7~vwJ7G7v wuy| tzUtG|}7~Atn}7h>J xZ7zyZ tG| |7s2h~zyzy0~| ZJwvsJ== z_;PuyxWtnz=JZzUtGsvuy7|wE ro~JZzyÏDÏÐHrÑÛWÒ uyw¡x;z_>wJZuy|wJ>wJZ|wv svj ¾Ð6Ñ?ªÐ¿r ÑWÛ ÒsJtG|sJ=wXtE= ·UÓ0Û0 Ô ÏwvuyzyZwvstGsvsJZssJ xZ>|wJuy Zz_;PuyxWtnz J;z{tnsJuy7|wx;7|xZ;|PsvXtnsJZw'7| tGJsÕÌ ½UÌ roAZ;xXÆ ½ rÉHuy|=R7JtGsvu_>|9ZÏ ½ r>Ì tGwJ;¦ Ì\}7CtG ,Æ Ö7;z_uy|;ë Ú ° ×°7ÉxZ>ZwHuy|wvZ7ZCtGz 7tnJuyZsvu_;wW7ZtGzy7nh7t sJvu_}>Xtnï>7| xZ>~zy sJv4Ö Æ ß øð7É WIÆ Õ I¹Ø £7 I JÉ × qIÆ Õ ÙÚ6Û ÉÙ G,Æ ÙÚÜÛ Õ ÙÚ6Û I¹Ø £ÙÚ6Û I XÉ ZJ ½ r uyw sv ½ rxZzUtnwJw nÈ 4ÏtGuy|ë>sJuy7tGsvuy7|h7 wv~xC t= Zz¿u_w sv vZ ~x;sv|=~Z G0tGXtnZsvZJw tG| ;|xZsJ7tGvu{tn|xZnsvZwvsJuytnsJuy7|¹ ½| XtGx;sJuyxWtGz=v7zyZuywsJAtns9uy| tzUtn|}7~Atn}7¡tnw97zy=wJZ7~w9tn6w Ð|}7zyuywJZsJ¡xZ>JvZxZs ½ r G EtGxC7v sJ7>Z|uywHnhsJ;|AtnJ sv ZsvZJuy|7=r=sXtnsJCÌ\GUÌ\sJCÌtnJs ½ rsCtG}7}>ZJwE=A=tGwvsJuy|} °º » ± ° µ » tGxZx;~XtnxZ~| Zuy EtGz4xZ>| uysJuy7|wW=xWtn| Zzy=h~z =ÛzysJZv|AtGsvu_>ZzyP=t uy Z|=Ì 7tnJuUtGz_ P Zz9xWtn|ï ~wJZ 9uy|ëuyxCïtnz_z7wvwJuyzy ½ r=w tnJ xZ7|wJuy ZvZ wJuy~zysXtn|CÌ >~wJzy= ª0>|ZsvZzyZwJwEsJ;wJ= Zzyw tGv|>s ~wv~AtGzyzyï>ZJ'wJ~xZxZZwvw\h~z\tGw WtGwv~JZ = ZvzyZ=u_s\uyvG7ZZ|=saG>ZsJ#tGwJ;z_uy| 7v tGwJ;¦ Ì\}7CtG'7ÛAtGvZ|=sJzy==AtGsuyw t¹~wJCR~z4zyu_|}7~uywJsvuyx¡ uywvsJuy|xZsvu_>| =Zw|7ssJCtG|wvz{tnsJuy|=sJ t¹~wJCR~z4J; uyxZsJuy7 uywJsvu_|xZsJuy7| Û| uyJG7;Z|=s4G7;asv ½ r>Ì tGwJ; = Zz=uywsJ0~wJ0txZzUtGwvw\Ì\AtGwvZ = Zz\;ZJ x;z{tnwJwvZw tE}7;s0sJZuy#>Juy}7uy|u_| ½ rxWtGsvZ}7>JuyZwE4~s tGJ¹h~JsvZ 7sJuyuyÒZZ G>Z0sv tGsXt4r=Z7;XtGzHtnz_}>7vu_svwtE7 ZZ|wv~}7}>ZwJsvZ 'h7 tG~sv7tGsJuyxWtnzyz_ xZzy~wvsJZvu_|}ësJ 7nÌ xEtG~zUtnJtGwJ; ï>|ëuy|=h7vtnsJuy7|svZ7vZsJuyx WtnwJ~vZw Æ]7 }A' ¡vG| QEO¡YnF 0Ú ° °Ú71 Ý |ZwvZ Þ ª0; 0 Ú ° °7ð>ÉZ4uy|tG|ZuysvZ 7svsJ7ÔÌ ~ï> sJ>=Ì G|ë tnwJuy>|94\|'wJ7 n0sJ;wJ7sv tnzy}77vuysJ=uyZzy w|>ßs ¼C~wJs#t tGJsvuysJuy7|uy|=sJxZzUtGwvwJZw ~s0XtnsJ;#t7v sJJ;74|AtnZzyt x;7z_;sJÆU~wv~AtGzyzyuy|AtnJÉuyZCtGvxX=GH¡>J ës\=ZwWÏ;wJ xZzUtnwJwJ;w¹tnJ svZ|ë~wJZ ë= tnà | Ì\}7CtG wJuyuyzUtGsvsv7|u_|'Zî=~AtnsJuy7| ß øð' Ò¡;s¹tn|7svZ 7tnJuUtGsvuy7|ëuyw sJïtnwJwv~ svAtGsWtGxC'¡>J ës\= xEtG|'AZzy>|}svwJ;7ZCtGzH áu ´4ZJ;|Ps xWtnsJZ}>7vu_;wLÆ «øwJnhsxZzUtGwvwJZ0w øÉZ9tn| ~wJ t uy Z|oÌ 7tnJuUtGzy= Zz\ ÐtnzyZwHn9¡>J xZzUtGwJwvZw Zvuy7Z P âør4=F ·Z| Ú ° °×G~|~zyuywJZ 7v ã4~wvu_|} wv~xCtn|tnzy}77vuysJ tnJwJG| uy| sXtnzyð ª7svsJAtnsWGtGzysJ7~}> >wJs9nÊsvZZJwG t¹xZzUtGwJwwJ;Z&tGJ>JuUtGsv7>wJ70tGv|7sE ª7swJ~vJuywJuy|}>zyPGsvn «øu_wÍAsJ0w GtGJXtnJ07v s\=ZwWuyxCë>|zyPx;xZ~JvZ "t Atn| =h~zGHsJuyZwuy|sv AtGsCt 7|ëuyxCsJ xZzy~wvsJZvu_|} tnzy}77vuysJtGwv~|9\J7|u_xEtGzyzyP=uysuywZtGxZsvzysvZwv 7v s\=ZwW4tnssJ sCtGuyz9;| ëGHsv >=xWtG~z{tnJ u_wvsJvu_~sJuy7|WsvAtGswvsJ== sJ Z|CÍsHsJ7wvs9RJ7x;z_~wJsJ;Juy|}A>ÏuywuywasvJ~ R7HtGzyz AtnsXtqÌ vuy7Z| 7=xWtn~zUtGv xZzy~wvsJZvuy|} tGzy}>7JuysvwEÖZsJ0>JxZ7>|#sv7J uywE sv 7v JZzyuUtGzyuys0xWtn|ïtGwJwvuy}7|Z sJëtG|ïtnv7vu{tnsJ x;z_~wJsJ;W~s0sv z_;wJw uys0uyzyz Z|gÍAshv7wv~xCïtG|tGwvwJuy}7|Z|=sW 7Hsvuywtn| 7svZvWtGwv7|wE=xZzUtGwJwÌ tGwJ;ä Ì\}7Xtn = ZzywAtE77|zy wJZ;|= ZXtnsJ wv~xZxZ;wJwW7#tn|=tn>~|=s¡n¡sJCtGuy|uy|} tGsXtsvZwJ= Zzyw |7s0Zh7v tGw¡;z_zHtnw ñò\óyôyõ\öø÷ù\úqûü¡ô¯ó_óU÷RýóhþHÿþCöPþõ\ôy÷\ó
DGcZQEVZIZQ;F
"!Då %æD+*,ç Å@( *,Ã8(0//"èUÇ 4-Ãé 4Çê ç -.Ç$87/"(0557475 :,ë
O BRbM "0JLJL!}JÜR !BLË"A !7RgX1GLO =0GIË"M7 Ä "ÊgNBO0=R GLì SUO GIË"M7!UGIHF!?í =?Ë"JIîFGLJ7ï B!ÜËÄE NB!7ð0XF!E GTVWO BR J7%ÄY wfjdefjñ7` llz^y[|{,l$l7[k[e¤{,lm`v^\|{,ly0c7\o` l9d ^v`m[k `\|{,le ` ^] ^F{òl de`\gde`k `~ c7k`$y c7\ l7`0h `\7d_fde^k]_f$_[ l7d_ fbu` e c7_]n~ k cg[u`d d ^\o ] c7Z\g[ l0^] `b[ l9e c7k`¬^\ lgc7v`k u c7[k]ó^]_f¬ôLôô@[ ~ ^k`gk ch o e l7e c7] _`dj`xy9hzl7`n~ c9ko ^v`$i[k] c9\bd ^ym_` l7d[d`gy`\0lhzly c9ww c7\Z `[_d7enik0c7v ^}l0^7c7\7[_~ cc7de^__ l Z[ l7e ^\od c7\_ c9\] c7\gw cl7y0c7Zni[k^}lnd0c7mf cóôLôôn^7l7_[w[ u[]n`] o`Z ^}l9` ] c7\`gk` lc9_v`]n[ yy c7wi _ ^}l7e7`][ye^`v`]$~ c7ko c9dd`\bl c7_v`]$d c7_`k [d`]?h \] `kd[m `\n\ c7d0ln~ c9k` l7`` \
sJZuy¡>J =Ì\AtGwvZ 'xZ7~|=svZJAtnJsvwW ¾*Z|ësJ s\¡tGv uy|PsvZJ7zUtnsJZ ësv7}>ZsJ;W4tP ZwJs u_JG>Z;|Psuyw~wv~AtGzyzytGxCuyZ>Z 9~s7|zy h>zUtGJ}>0xZ>J7Ct Ï07|z_ xZuyJx;~wvsXtG|xZ0;J zyZ=u_xEtGzJZzUtGsvuy7|w¡tnJZ=zy7uysJZ wv~xZxZ;wJw\R~zyz_Ôh7¿z{tn|=Ì }7~Atn}7ëP Zzyu_|}ëuywuy| 7Zv |tGJvG uywJxZ>~Jwvï 7tnuy|wW;J'xZzUtGwJwÌ tGwJ; Ì }>Xtn = ZzywHtGv0~wvZ u_svAtG| sXtGuyzy7vZ xZzUtGwvwJZwE>HZtGzy7Guy|sJ0ÛHÏJr >tnu_|ÆUÛuy\Ì z_uy|ÏXtE>Zz=\|=h7vtnsJuy7| r==wJsvZï vuyxZ Ú °° õ7É;ExZzUtGwJwvZwHxZ>|wJuywvsJuy|} G4xZuys\ |AtnZwEWtGuyvz_uy| |AtGZwWtGuyJxZCtEhss\=ZwWZsvx7yJG>Z ë7;J~wJgh~zuy|sv tGxZ GHzyu_uysJZ svXtGuy|uy|} tGsXt r=Z h>¡;otnzy ,Æ ¾"tGv ï0Ú ° ° õ>ÉZ vÆ @WÉ'?AdGVOhY>@WORTU@ cgORSZN=@EOhN=SJQ roZ7ZCtGzHtGsvsJZsJwtE7 A;Z|ïtG sJuy|=sJZ}>XtnsJ svZ7vuyZw0nËwv=|PsCtGuy|=sJ z{tn|}7~tG}7 = Zzyuy|}A¾#uyzyzZ|=sJuy>|sJJZ nasvZ ZJ>Ö ÆUuUÉ e SJD>fXY>fWT{F_TycZORTU@ @XD>VORQXÞ>O,²I;SJQCQ#[>SJY>L L Y7Sgc ·>|=sJZ=s\ÌRhvZ}>XtGtnJw Æ.·³ wXÉ tnJuy|AtGx;xZ~XtnsJtGw = Zzyw G|AtnsJ~CtGzHzUtG|}7~Atn}77 7ZsxWtn|*tGJ}>~AtGz_wvZJ>ïtGwtÍAvwJs7v ZtGvG=u_tGsvu_>|9 J>AtGu_zyuywJsvuyxxZ>|PsvZ=s\ÌRhJ; }7XtntGJwÆ · ³ wCÉ0tnJn · ³ wuysvt J7tGuyzyuys\ uywvsJJuy~sJuy7| CÍ|Z ëG>Z0tGzyz4vGÌ ~xZsvu_>|wsJtGswJtGJsvZuyzyChs\Ì\Atn| "wvu_ 7Ïï~wv · ³ wsvï= Zz~|xZ>|wJsvXtGuy|; z{tn|}7~tG}7>A>| ~wJs ZxZuy >|ï7svïsvK · ³ uysvwJZz¯ ÆUwJ;s G¡|7|=Ì\sJZvuy|Atnz_w tG| 'vGÌ ~xZsvu_>|J~zyZwCÉtG| sJÆU~wJ~Atnz_zyxZ>|=sJZ=s\ÌRhvZWÉJ= ~xZsvuy7|J7tGuyzyuysJuyZwW>Û0wnasvP tEP |b · ³ tGwAZ;|wv~}7}>ZwJsvZ sJAtnsHwJö~ ¶xZuyZ|=sJzy x;G7Zvw~|xZ>|wJsvXtGuy|;ä Ð|}>zyu_wv91 ³ uy7Z|t z{tnJ}>¡AtnJwvZ tn| tn||>sXtGsvZ xZ>J~w¿wJ~xCtGw¿sJ Z||ÏvZZAtn|ÆRÈëtGvxZ~w0QEOYGF 0Ú ° °7ð>ÉZ t · ³ xWtn|AxZJEtGsJ; sv xZG>Z¡uysE7tGzysJ7~}>u_svwHxZG>ZXtn}70nÊ|Z 7~|wJZ;| tGsXt¹u_zyz n 7vHzyuyuysJZ Z~vsJ;J>J7E}>u_>Z| ?t · ³*tn| tn||>sXtGsvZ AtGsCtZsv\|wvu_ CÕÌ ½~svwJuy tGz¯Ì }77vuysJòÆ tn7Z00Ú ° µ°7ÉZEtGj | ÐHÈ tGzy}7>JuysJ'JxEtG| A~wvZ sJÍA| zyPxEtGzyzy#>sJuytGzGxZ>|PsvZ=s hJZJ= ~xZsvuy7|v7Atnuyz_uysvu_;wW0 Ó0GZ7;W>sJzy=xWtGz7svu_t¿h7~| = sJ0tnzy}77vuysJ tnJ ~|zyuy7ZzysvAtGw}>=P 'tGw0sv }>z_>AtGz4>sJuy~'GuyxCëuywxZ7~sCtGsJuy>|AtGzyzy uy|=RWtGwvu_z_ sJ ÍA| ¹ ÐË7Z|u¯HsJ }>zy7Atnz47svu_~Zv sJA R7~| =u_suywz_uy>ZzysJAtnsxZ7|=sJ;PshvZ J= ~x;sJuy7|J>AtGuyzyuysJuyZw |7sHAtE>wJ1~ ¶x;u_;|Ps¿Z=JZwvwJuy7 G¡;HsJ xWtGsJ~v0sJ0sJv~ uywJsJvuy~sJuy>|nHAtGvwJZwEÊ7sJ;wJ JWtnwJ7|wW| · ³ w0AtE> AZ;|ïwv~}7}>ZwJsvZ ïsvAtGsxEtG| xZ7AZsvÆUwJsCtGsvu_wvsJuyxWtnz_zyÉ¿u_svsJ xZ>|P>Z|=sJuy7|tGz Ì\}7Xtnï>zyZs0tGzy7|0wJ~JAtnwJw0uysE Û|uy|=sJZvZwJsvuy|}tnsJsvZs¿sJ xZ7uy|D Ì\}7XtnwHtG| · ³ wtGwJZ7vsJZ =Èu_zyzyZ ÆJ Ú °° º>ÉZEÏ@ · ³ wJsvJ~x;sJ~v0tGwh7v~zUtGsvZ tGwHt ÈëtnJ7Gg Ô0tG| 7 uyZzy ÆR È Ô0É;7tG| t tnuyzyGtn uysJuy7|tGz9x;7|wvsJXtnuy|Psvw ¡Zvuy7wJ; >|ïsvXtn|wJuysJuy>|w0Zs\ZZ|wJ~xZxZZwvwJuy7 ¡>J wEA9 ´ÊZx;sJuy7Zzy'xWtGsJ~vu_|}uy}7CtG uy|=h>JtGsJuy>|97Ïu_wh~wvu_|}GD · ³tn| ëuy}7CtGw JZwv~zysJZ 'uy|t = Zz4uysJëwvuyÒZÆU|=~ZnËtGXtnZsvZJwCÉxZ>AtnXtnzy0sJtÔuy}7CtG>Zs ñò\ó_ôyõ\öø÷ù\úqûü¡ô¯óyó{÷RýóhþÿaþCö'Pþ\õ\ôy÷\ó
¿
V@CD7SRMD7SvY7ORTUV7[gÀHTUV7[>N=TycZOhT]@ ?AORSZN=@WORN=SJQ º
Zh7vtG|xZ0xZ>AtnXtnzysJt svJuy}7CtGïÓ0GZ7ZE=| u_JG>Z;|PsG7ZsJ#wvsXtnsJCÌ\GUÌ svCÌJtGvssJJuy}>XtG AtGwZZ|ëvZ7JsvZ 9 Æ]uyu{É e SJD>fCY7fETyF_TycZORTU@F_TUV÷ [>SJY>L L Y7S Ç2u_|³ CtGtGuyw9tz_;PuyxWtnzyu_Ò;Z }7XtntG=h>JtGzyuywJ"uy|=sJv= ~xZZ =#r=zyWtnsJ> Þ ÏZÌ Zvz_;ïÆJ0Ú ° °ÚWÉZ>Zv t wvAZx;u²Íx zyu_| }>XtGtn9R7D Ð|}7zyuywJtGw0tGzywv ZZ|xZ>|wJsvJ~xZsvZ =AtG| Auysv;|xZ7~XtG}>uy|}xZG>ZXtn}77\|ït wvA;xZuUtGzyuyÒZZ h7v&nËsv }7XtntE¡=|G| tnn w «ø}7CtGtGsJuyxWtnzsJvuy}7Xtn0w 4.Æ ÑZzyzUt uyZsvXtQEOYGF 0Ú ° ° =ÉZt ¡>J ëxWtn|ë vZ uyxZsvZ ëRJ7 tn|=ïAtnuy n¹tG0 ¼ZtGxZ;|Ps 7J w svAtGs J;xZZ 'uys uy|"sJwvZ|=sJZ|xZ7ÏxC>uyxZG0uyxC wv~xC"Atnuy sJ'~wJuyw Z|xZ= Z uy|sJz_uy|}7XtntGWuyxCuyw sJCtGuy|Z tG~sv7tGsJuyxWtnzyz_ RJ7 txZ>J~wW ³ CtGtGsvu²xWtnz4sJvu_}>Xtnw0tE7tGxCuyZ7; ìt= ;wJs0>Zs xZ7|wJuywJsvZ|=s A;\Ì z_;Puys\uyJG7;Z|=sHG>ZsJ wJsXtnsJCÌ\G]Ì svCÌJtGJssJvu_}>Xtnï1 ½0svZ v7uywvu_|} h7vwGHt ZA;| Z|x;}>Xtntn9ZJ tnz_wv tGsvsJZsJ; ïÆhrosJ7zyxC7 QWO¿YGF 0Ú ° °µ>Û0zywJAtEu Þ Ñ7~}>zUtGw ß õ õõ7ÉZ Æ]uyu_uUÉ?AORSZN=@EOhN=SJQ7ÔF_Y7V>[7N=YW[>QL D >QZF ÔZxZZ|=sJzy=| ·;z_t Þ Ö7;z_uy|;ìÆvÚ °° °7É¿uy|=sJJ= ~xZZ ït P Zz4uyxCJZ uyxZsvw sJ |Z=s 7v AtGwvZ ">|"tëwvZs G0zyuy|}7~uywvsJuyx ;îP~u_7tnzyZ|xZxZzUtGwJwvu¯ÍAxWtGsvuy7|w n0sJuywJsv7J=W³ uy7Z| tÔuywJsv7J=4tzyZ=uyxWtGzyuyÒZZ AtGvwJZ v77wJ;w wJZ>ZXtnzH7wJwvuyzy Zî=~uy7tnz_;|xZ xZzUtGwJwvu¯ÍAxWtGsvuy7|wE EtGxCu_svuysJwG|Zuy}7=sE7Ï vZ uyxZsvu_>|whv7sv 7tGJuy>~wHxZzUtGwvwJu¯ÍAxWtnsJuy7|w0tGJ xZ>Ì u_|Z z_uy|EtGJzy==Ï AtnJwvZ0~wvZw t |AtGsv~Xtnz9v7Atnuyzyu_wvsJuyx0tGXtnZsvZJuyÒWtnsJuy7|n¿t ~wJ=Ì G|ìtn~sJ>tGsv7|9tG| tG | ÐHÈ tnz_}>7vu_sv u_w ~wJZ 'R7 sJCtGuy|uy|}A Ð=ZJuyZ|=sJw 7|sv rou_svxCPPtnJ xZ7v~w IÆ ³ = =hvZëQWO¿YGF Ú °° ß É¿wJGP ZwJsuyvG7ZZ|=svwHuy|7sJA;\Ì z_;Puys\tn| ¡>J ;JJ>0CtGsJ G7Zsv AtGwvZzyu_|#svJuy}7CtG' Æ ÉøDCM4TU@ Y>VcZQWL Y7VORTU@ @CDWBQESJQEV@CQ ½| GsJ>wJsHwvsJJuy=uy|}tGwJZxZsvw0nasJ#wJZ~ wvZ|=sJZ|x;Zw u_|sXtnzy ß u_wsJZuyz{tnxC n9sJ>uyx#tG| wJ;tG|=svu_xx;7ZvZ|xZ>AÏZJ uywt wJsvJ>|}wJZ|wJ uy|JEtG uy|} sJ;wJ wvZ|=sJZ|x;Zw svAtGssvZtGJ |>s Y7fCD7N=OtG|==sJuy|}
Æ]uUÉ^'D >QZFTUVORQWS MoDnF_Y7ORTUD>V Ï WtnJzyuyZwJs0tnsJsvZsvwHsJxEtGsv~J sJ>uyx0xZ>ZvZ|xZ ¡;J sJv7~}>sv ~wJ Guy|PsvZ\Ì 7zUtnsJZ zUtn|}7~Atn}7= ;z_wEZÏ=uyxWtGzyzyPCsvsJXtnuy|uy|} AtGsCtZJAtnJsJuysvu_>|Z uy|=sJ~z_svuyzy wvZsJwE7EtGxCxZ>|=sXtGuy|uy|} =xZ~Z|=sJw¡tnA>~s¡tAtGvsJuyxZ~zUtnHsJ>uyx¡>HwJZsG4sJ>uyxZwW ÐHtGxCwJ~xX wvZs tnw#~wJZ sJëxZvWtGsvtwJ;AtGCtGsJsJ>uyxCÌ wvA;xZu¯ÍAxz{tn|}7~tG}7 = Zz¡Ó ùC.Æ Õ ÉZtG| sv 7tnJuy7~w¡P Zzyw¡ZJ u_|=svZJ7zUtGsvZ sJ>}7ZsvZ0tGssv 7v zyZ7;z Ö ÓÆ. Õ AÉ × ú ù ÙWÓ ù Æ. Õ Éü£ Æ ß PÉ ùû
ZJsv uy|=sJ;J7zUtGsvu_>|ëZuy}7=sJw ¡ z£ Ø £ 0 ¤£ ¥ 7tGvuyZ ëAtnwJZ >|ësJ Z=ZxZsJ; "sJ>uyx nasv sJ;wJs0 tGsXttG| ¡;J }>Z|ZCtGzyzyû û ZsvZJuy|Z hJ>Zzy =Ì\7~s¡ AtnsXt Ï;JïtnJtn|P'7tGvuUtGsJuy>|w >|"svuyw}7Z|;XtGz tGJPtnxC9ÏësvXtGuy|uy|}' AtnsXttE JG=uy Z tGzyJEtG xZzUtnwJwJu¯ÍA; "uy|=sJ'sJ7u_x;wÆ]7 }AHr=Z=7J Þ Ô>wJZ|=RZzy Ú °° µ>ÉZ7t x;z_~wJsJ;Juy|}tGzy}7>JuysJ tE |ZZ sJ AJ~|sJtG~sv7tGsJuyxWtnzyz_ ;Juy7wJ~xCx;z{tnwJwvu²ÍxWtGsvu_>| Æ]7 }A4\>Z Þ ½wJsJ;| 7 Ú °° °7É;ÏsJ>uyxxZzUtGwJwvZw sJZwJZzy>Zw xWtG|AtGv 9wJGRsÆ]u\ > ñò\óyôyõ\öø÷ù\úqûü¡ô¯ó_óU÷RýóhþHÿþCöPþõ\ôy÷\ó
²
DGcZQEVZIZQ;F
tGzyzyGG>ZJzUtnwXÉ;7 Z7Z| ëtGJCtG|}>Z sJh7v tuyZXtnJxC=ÆhroZ=7v Þ Ô7wvZ|=h;z_ Ú ° °µ7É;9u_|tGzyzyPuy|=sJZvA>z{tnsJuy7|xEtG|"sCtG>zUtGx;tGs sJ¡>J "zyZ>Zz\9tGw uy|Zî=~AtGsvuy7| ß tGG77=>0tGssJ#wvZ|=sJZ|xZ zyZ>Zz\Ö ÓÆ.ýÉ × ú ù û
ù
ÙEÓ ù .Æ ýÉ × ú
ù û
Ù Ó ù IÆ Õ É ù
Æ ß Äº7É
7tGsA>sJÆU\>Z Þ ½wJsvZ| >\Ú0° °°7ÉZ6³¹Z|ZCtGzyzy"wJWtnPuy|}Hsv7uyxëuy|=sJZvA>zUtGsJuy>|"JgÌ wJ~zysJw uy|= ZCtGsv 7ZsxZ7|wJuywJsvZ|=s#vZ ~x;sJuy7|w u_|ZJz_;Puys\=4tG| GRsJZ|tGzywJuy|ëwvA;ZxC JZxZ>}7|uysvu_>|ZJv70CtGsvZwW ÓG¡;7ZE¡uy|=sJ;J7zUtGsvu_>| u_wwJZvuy7~wvz_ gÍAxZuyZ|=sëtGwt%Zsv= h7= Zzyuy|}'sJ7u_x xZ7;JZ|x;79Ïu_wuyw#ZxWtn~wJuys tGuyzywsJwJZAtnXtnsJ sJ>wJtGwJZxZsvw nHz{tn|}7~tG}7 sJAtns07tGv hJ>&sv7uyx sJsv7uyxhJ>sJ7wJ sJAtns0tGJ u_|=7tnJuUtG|=stGxZv7wJw tGzyz4sJ>uyxZwWÛ0w0t vZwJ~zysEAsv z_uyu_svZ tG7~|=sHnHsJXtnuy|uy|} tGsXt uy|WtGxCsJ>uyx#WtG|wsJAtnssJ 7~s\Ì\GUÌ\sJ>uyx0sJCtGuy|uy|} AtGsCt~wJsA~zyzyZ 'u_|'R7 >J J7~wJs ;wJsJuytGsJuy>|9JZwv~zysJuy|}ëuy|t uyzy~sJuy7|u_|sv sJ7u_xEtGzyuys\Gasv uy|PsvZJ7zUtnsJZ = ;z ÆUuyuUÉKHY7@CBQ Û|7svZ0tnsJsJ;ssJ xWtnsJ~v0sv7uyx0x;7ZvZ|xZ tG| 7v xZ7vJZzUtGsvuy7|wtnwHsJJ7~}7 sJ~wJ Gatnä | Ì\}7CtG xEtGxC,Æ Ý ~| Þ ÑWÈ7vuH Ú °° õ7É; ·tGxC;w0tGJWtGwvsJ uyzyZZ|=sE tG| xWtGsJ~v¡>J tG~svGÌ\xZ7vJZzUtGsvuy7|wEuyxC.tnJt">ZJ J>|7~|xZZ ;|7Z|7| tGxZv7wJwwJZ|=svZ|xZZwE@ 7svþ Ý ~| Þ ÑWÈ7vu Æv Ú ° °õ7Étn| Ö7Zzyuy|ZQEO YnF ÆJ0Ú ° °ÚEÉ vZ7Js u_JG>Z;|Psvwuy|ïZJz_;Puys\'G7Z svAtGwvZzyuy|sJvu_}>XtnïAtn| sJz{tnsJsvZ tGzywJJ;A>JsJw t= Zwvs J; ~xZsvu_>| u_|7v JZx;7}7|u_svuy7|ZvJ7CtGsv7arou_|xZsvZ|9xWtnxCZwAtE>AZ;| u_zyZ;|PsvZ uy|tn|=wJ=wJsvZwEAuysvwvuyuyzUtGJZwv~zysJwW4tn| ëAtE> |G AZx;7 AtGvs0G sJj «øAtnwJZzyuy| =uy|z{tn|}7~tG}7= Zzyuy|1} ÿZ ÆUuyuyu{ÉD>SORSZT²[E[>QWSCc Û }7Z|ZXtnz_uyÒWtnsJuy7|GHsJ xWtnxX uy Wt svxZ>JvZzUtGsJuy>|w0Zs\ZZ| uá´4ZJZ|=s 7J w0zyWtG sJ 7v > | HD>S OhSZT¯[W[>QWSgc¡.Æ Ô7wJ;|=hZzy ë Ú °° ² ¡;ChZvtG|'QWOYnF Ú °° µ>ÉZG\|vuy|xZuyzy7>xZ7Ì JZzUtGsvuy7|w Zs\ZZ|"tn|P'Atnu_ n7v w 7 XtGwvZw xWtG|xWtGsJ~vZ tn| ï= ZzyZ 9\| XtnxZsJuyxZ7 Ô7wvZ|=h;z_ ÆJ Ú °° ²>ÉwJGZ svAtGsz_uy|EtG9uy|=sJ;J7zUtGsvu_>| GsJsJvuy}7}7;9xZ>7|Z|=s u_w¿wJ~7svuytGz\7tn| sJtGstG|Z=7|Z|=svu{tnzA= Zz\GsJCtGuy|Z ~wJuy|} sJtG=uy ~;|PsvJ>P Juy|xZuyzy7uywwv~A;Juy7E6 Ï0|oh7vsJ~|AtnsJZzy=9svxZ7~sCtGsJuy>|AtGzHvZî=~uyJZZ|=sJwn#sJCtGuy|uy|} wJ~xCët = Zz}7JG wv~XtqÌ zyuy|WtnJzyuysJsJ |=~ZHGuy| ZZ| ;|Psvzy7Ì\= ;z_; 7J sJJuy}>}7Z AtGuyvwWtG| "tnJJ>uyuysJuy7 Z>Z|h7 t= ZCtGsJ|=~Z n0wJ~xC Atnu_vwWÛ0z¯Ì sJ>~}7*wv~xCt= Zz0tGxCuyZ>ZwwJuy}7|u²ÍxWtG|=sZJzyZ=uys\ JZ ~xZsJuy>|G>ZsvëAtnwJZzyuy| sJJuy}>XtG'7sv xZ7~sCtGsJuy>|AtGz áu ¶xZ~zysJuyZwJ;| Z uysuyCtGxZsvu_xEtGzuy|>wJsxWtGwvZw0nauy|=sJZÌ ZwJsE ÆUuyÉ TUL QWV=cZTUD>VYGFyTUORdSJQ77N=@EOhTUD>V Û|uyJG7;Z|=s9G7;H= Zzyuy|}u_| uyPuy ~tGz=¡>J xZ>JvZzUtGsJuy>|wHxWtn|0tGxCuyZ7; = ~wJuy|}0r=uy|}>~zUtG ¯¡tnzy~6 Ñ0;xZ7A>wJuysJuy7| Æh1r ¯Ñ É4sJvZ ~x;¡sv¡ u_Z|wvu_>|AtGzyuys\HnosvsJ7u_x
' + , 1 # 65 - . 7 " % /*0 # / ' 1 " % " ! #'% $& ! 2 ' ( 3, ") '# # 4 * .
n I
Ä I F
I| . . I I I. Ä 1
ñò\ó_ôyõ\öø÷ù\úqûü¡ô¯óyó{÷RýóhþÿaþCö'Pþ\õ\ôy÷\ó
.
Ä
I . . I . ¤I I
.¤ 7
¿
V@CD7SRMD7SvY7ORTUV7[gÀHTUV7[>N=TycZOhT]@ ?AORSZN=@WORN=SJQ µ
wvAtGx;7\|¡;z_zyZ}=tGv ÆJÚ0° °×7ÉZt tnsJJuynË7v =Ì\ =xZ~;|Ps=xZx;~JvZ|xZZw uyw0vZ ~xZ; ïsv t¹JZzUtGsvuy7Zzy wvtGzyz=wJuyÒZÆvÚ õ õn4Ú õ õ>ÉPuUt r1¯Ñ >ÏvZwJ~zysvu_|} tGsJvuy#xEtGsv~JZwwv~xZxZuy|x;sJzy sv 7wJswXtnzyu_;|PsxZ>JJ;z{tnsJuy7|w0Zs\¡;Z|ë}7v7~w0G¡>J w7|7|#tG| ëtG| x;z_~wJsJ;Jw G Px;~Z|=svw7|sJ 7sJZWÏ 1r ¯Ñ J=xZZwvw¹tnzywJ JG=uy ZwsJ |ZxZZwvwXtGvëv ¼CZxZsvuy7|w RJ7 =xZ~Z|=s\Ì\wJAtnxZtG| '7J oÌ wvAtGxZuy|=sJsv|Z xZ7u_|Z ëwJtGxZ7Ûw tJZwv~zysW tn|=|Z =xZ~;|Ps7tGJsvuUtGz =xZ~;|PsxEtG| v ¼CZx;sJZ ëuy|=sJ sJ#x;7uy|Z wJAtnxZ7 ´ÊZx;sJuy7ZzyAZuy|}x;z{tnwJwvu²ÍZ ëtGwt xZ>uy|AtGsvuy7| Gasv Ú õõ ~| ZJzy=uy|} wJZtG|=sJuyx0 u_Z|=Ì 9 wvuy7|wE1 ¾*Z|xZ7uy|uy|} 1r ¯Ñ ZxZ>7wvu_svuy7|uysJtGä | Ì\}7CtG'Wwvuy}7|u¯ÍAxWtn|=s¡vZ ~xZsvuy7|w uy| A;JzyZ=uys\tnJvZA>JsvZ 9tGwZzyzAtGw¿u_| wJZZxCJ;xZ7}>|uysJuy7| ZJv7vw#òÆ ¡ZzyzyZ}=tGJ ß õ õõ7É;
8»:9
½ 9À
?;WÁHÀ ÅJ½¿¾
¡À ¾ÅJ½È J Åv½D¡ÃÅ>¾ÅJÄ>¾ÀÃ0ľÃ0À'
ö
Ï= Zzyuy|}ëtGsJsvZsJw ZwJx;JuyA; uy|"svJ;Puy>~wwJZx;sJuy7| wJ~ö´ÊZÔhJ> s\ït¼C7 CÍAxZuyZ|x;u_;wW7uyJwvsWZsvHwvsXtGsvuywJsJuyxWtnz=Zsv= 7zy7}>¡uy| sJZwJtGsvsJZsJw47tnJuyZ }7vWtGsvz_= пtGxC wv~xC = ;zGtnwatGuyZ 0tGstwJZxZu¯ÍAxz_uy|}>~uywJsvu_xZ|7Z|>|9CuyxC#uy| sJ~J|0t ´4ZxZsJ; sv xC>uyxZ G= Zz4wvsJJ~xZsJ~v7AtGCtG;sJZ tGu_zy7>sJCtGuy|uy|}tnz_}>7vu_svwE7;sJx74\|'tG uysvu_>|9 t |ZZsv= AtG ësvA h>~| h7x;7uy|uy|} sJ |Z= ;z4xZ7A>|Z|=suysJësv ;PuywvsJuy|n } Ì }>XtnAtGwvZzyu_|7GR9t0|Z z_uy|}>~uywJsvu_x¿P|Gz_; }7wv7~vxZ¡;J0sv wJ~}>}7ZwvsHuysJwJ;z²C t|Z = Zzyuy|}Zsv= 7zy7}>¡>~zy ïAtE>sJë Z>Zzy7Z tn| sJ;wJsJ; 9HtG| tG|= XtGx;sJuyxWtGzZwJsvuytGsvuy7|uywJwv~Zw07~z_ AtE7 sv 7J>Z 7~sE r=;xZ7| 4=u_vsJ~Atnzyz_ëtnz_zsv = Zzyw0 ;wJxZvu_Z tGG7 ZwJsvu_tGsv sJJ7tGuyzyuys\Gt wvZ|=sJZ|xZÐÔP~wJuy|}sJxXtGuy|ïv~zy79tnw uy|ïZî=~AtnsJuy7| ß yÚ>AsvJWtnïuys uy|=sJtv= ~xZs n¡xZ>| uysJuy7|tGzJ>AtGu_zyuysJuyZw ÆUs\=uyxWtnz_zyÓ.Æ Õ ÉJÉ;¤ ¾*uyzy sJuyw CtGxZsvu_x;u_w ~| ZJwvsXtn| =Ì tnzyhv7&t u_wvsJ>JuyxWtGz4ZvwJZxZsJuy>IÆ Ì }>XtG = Zzyuy|} xWtG||7s 7| 7|7zy0wvZ|=Ì svZ|xZ;wXÉZuysHuywH|7s¿ ZwJuyCtGzyR7HxWtnsJ~Juy|} zyuy|}7~u_wvsJuyxZ|>Z|t7Ç2u_|}7~uywJsvuyx0tGwJZxZsvwG wvZ|=sJZ|xZZwW2wJ~xCïtnwsJZuy}7XtntGWEwvP|=sCtG4wvZtn|PsvuyxZw7CtG}>tGsvuyxZwW=tGv uy7wJwvuyzy >#tns#Zwvs tE=tnJ ësvsJu_|tnA>~sWzyZs tGzy>| Z|x;P 79uy|ïtÔxZ7| uysJuy7|Atnz4hCtGZ¡>J4 ÛzywJAZ=svZJ|Atnz¡uy| @~Z|xZ;w >|ïsvwJZ|=svZ|xZÆU> }yAsv7 ´4ZxZs GJ;xZZ uy|}'~sJsvZXtn|xZZwE > uUtGzy7}zyZ>ZzH7tGvuUtGzyZwCÉ0tGv ;îP~tGzyzytGJ 'sJZ|xZ= 7tG| tGx;sJ7vuy|}svZ uy|=sJsv JZ uyxZsvuy7|n9Z7;J7J uy|sJ xZ~vJZ|=swvZ|=sJZ|x; xWtG~wJZwwvtGzyz=~swJ=wvsJZtGsJuyxuUtGwJ;w uy|sJ J7tGuyzyuys\ ZwvsJuytnsJuy7|svA xZ>7~| Z 9 ¾HtE7HvZxZZ|=sJzy uy|PsvJ= ~x;Z t|Zz{tn|}7~tG}7P Zzyu_|}hXtnZ7v0sJtGsatn vZwJwvZw svZwvs\¡ gÍAxZuyZ|xZuyZw.Æ Ô>wJZ|ohZzy 0Ú ° °µ7ÉZ¿ÏëZ=7|;|PsvuUtGz = Zz¡'~wvï uyvZxZsJzy = ZzywAsvJ>AtGuyzyuys\GAtG| Z|=svu_v¡wvZ|=sJZ|xZ74~svsJZCtG|x;7 ¹tE>7uy uy|}sJ¿xXtGuy| J~zy7 svHP ZzWsvJWtnsJwWtnxX wJZ|=sJ;|xZ74~svsJZCtG|xZtGw?t «øAtG}G=hWtnsJ~vZ w Äÿ>Z;JhEtGsJ~JZwHtGv tnJuysvXtGv xZ>~sCtGzyJ>A;JsJuyZwG4sJwJZ|=sJ;|xZ7~JsvZv7v7Gsv~|u¯ÍAZ wvsJv~xZsJ~J n#svP Zz¡WtG|w svAtGstG|=zyuy|}7~uywvsJuyxsJ;7JxWtG| u_|xZ7vA>XtGsvZ uysJ>~stn|= xCAtn|}7 sJsJ = Zz4uysvwJZz¯XÏuyw0wJ>zy7Zwsv s\v7zyZw¡Z|=sJuy7|; tnAG>7\|svuyw wvZxZsvu_>|¡ ZwJxZvuyA sJ= ZztG| JZ=uyZ sJ7tnJuy7~w9RWtGsv~JZwuysAtGwHZZ|~wJ; u_sv wv tGE
'B A& 7 + C! D "1EF C. û GþIHKJ9þvòhýCùLE 3 M4 N /EO P1 1 # 04- E' ÄI
I
b
ñò\óyôyõ\öø÷ù\úqûü¡ô¯ó_óU÷RýóhþHÿþCöPþõ\ôy÷\ó
.
.
D
. D
I
Ä
×
DGcZQEVZIZQ;F
vÆ YPÉ j 9BDnF_Q \cZQWVORQEV@CQ QCÞCMD7VQWVORTUYnFaL D >QZF Û7zy wJZ|=sJ;|xZ Z=A>|Z|=sJuUtGzzUtG|}>~AtG}>0= ;zAAtnwsJh>J'Ö ÓÔÆhÐEÉ × Ú ÙZÓR>ÆhÐEÉHÙCZ=â ú ÆRÐWÉßã
Q
TS
0
û
ÆRðyÚWÉ
ZJ'sJ wtGvësJ'AtnXtGZsJ;Jwn sJ'= Zz\ Q u_wt~|u_>ZJwCtGz|7vtGzyuyÒWtnsJuy7| xZ7|wvsXtn|Ps û uyxC' ZZ| w 7|zy7|sJ wE4tG| 'sJ S0 ÆhÐEÉ\w tGJtGvuysJCtGJxZ7~sXtnzy J>AZvsJuyZwE¡> IZQCY7ORN=SJQ;cgG svwJZ|=sJ;|xZû Ð7¿Ï uywJsJvuy~sJuy>| ÓR7ÆRÐWÉ uywtn| tnJuysvXtGv J>AtGuyzyuys\ï u_wvsJvu_~sJuy7|\sxWtG|*sJ>~}7=sn¹tGwsvëwvsXtGvsJuy|}7uy|=sW>AtGwvZzyu_|7 h7h~vsJ; = Zzyuy|}u_JG>ZZ|=sJwE| ½hsvZ|9Ó R ÆhÐEÉ uyz_zwJuyz_ Zvu_>Z 'hv7 sv AtGwvZzyu_|#svJuy}7CtG' ÏhWtnsJ~vZw ¡ S ÆhÐE7É ¥ tGJwJZzyZx;sJZ = sv0= ZzyZHsv xWtGsJ~v0sJ7wJ tGwvAZx;sJwG9sv AtGsCt sJZxZ>|wJuy ;#tGJ>JuUtGsv 7JGÍsXtGz_>ÏZwv xEtG|ë7tnJRJ7 xZ7|=7;|Psvuy7|Atnßz Ì }7XtnwE7zy7|}7ZÌ uywvsXtG|xZ ZZ| Z|xZuyZwW7wvuyzy}7zy>AtGzwJZ|=svZ|xZ J>A;JsJuyZwEsv 7J xZ7zyZh~|xZsJuy>|w AtGwvZ ï>|ëAtnJs\Ì\G]Ì wvAZ;xXsCtG}>}7uy|}AAtGvwJuy|}A>0>sJZ s\=Zw Gz_uy|=Ì }7~uywJsvuyx¹tn|AtGzy=wJuyw ÆUZJwv7|ïtn| |=~A;tn}7J;ZZ|=sE=wJZtG|=sJuyx0x;7ZvZ|xZ>4ZsJx> É; 7 WtGxC'hWtnsJ~v S ÆhÐEÉZuysJw Z=ZxZsCtGsJuy>|"~| ZÓÔÆhÐEÉ uyw xZ7|wJsJCtGuy|Z sJëtwvAZx;u²Íx 7tGzy~< U Ö ÆRð ß É V â S0 × U ÏZwJsXtnJ}>Zs7tGzy~ZwtGJ¿s\Pu_xEtGzyzy0wJ;sasvsJZ=ZxZsXtnsJuy7| GsvAtGs2hWtGsv~J~| ZsJZÌ × ¡ Ð £ 00£X"Ð Zg¥Æ{h7uy|AtnJ hWtnsJ~vZwW uyJuyxWtGz4 u_wvsJvu_~sJuy7X | Ó W GsJ sJCtGuy|uy|} x;7J~,w Y P sJuyw9uyw4wvu_zy¡svHvZ7tGzyZ|xZ¡nPsvAtGs2hWtGsv~J¿u_| svHxZ>J~wEøÉ4ÏZ|ZsJHxZ7|wJsJCtGuy|=s¡ÆRð ß É AZx;7;wWÖ Z ú ÓÆRÐWÉÙ S ÆRÐWÉ × V\â [ S ] ^ Ú ú S ÆhÐ _ Éü ÆRðøð7É _ Ø ß R9sv0x;7|wvsJXtnuy|Psvw#ÆRð ÉtnJxZ>|wJuywJsvZ|=sW=svZJ Z=uywJsvw¡t ~|u_î=~wv7zy~svu_>| ¡ ¥0uysJu_| sJZ=A>|Z|=sJuUtGz\tGuyzy ÆRðyÚWÉËuyxXwXtnsJuyw\ÍA;wsJZ'GÛ07|} tnz_zÆU|7s|ZxZZwvwXtnû JuyzyZ=AnÌ |Z|=sJuUtGzUÉwv7zy~sJuy>|w0svZî=~AtGsvu_>|w ÆRð ß É;sv Z=7|Z|=svu{tnzwJ7zy~svuy7|uywsJ 7| xZzy7wJ;wJs sJ sJ AtnwJZzyuy|#Ó R ÆhÐEÉ ÆUuy|sJ Ý ~zyzyAtnxX>ÌJÇ4uyZzyZwJ;|wJWÉ;4tG| u_wsJ=~wxWtnz_zyZ sJ Èuy|uy~ Ñ0uy>ZJ}>Z|xZ>¡Èuy|uy~ ÑuywJxZvuyuy|AtGsvuy7| \|=h>JtnsJuy7|ÆR È ÑJÉ9wv7zy~svu_>|9ERÊsvAtnwJZzyuy| ÓÆhÐEÉuy w @ÊtGs ÆU~|u²R7JÉZ>sJuywA;xZ7ZwsJ ÈëtG=uy~ ÐË|PsvJ>PwJ>z_~sJuy7|9=~JsvZJ7v7 u²sJhWtnsJ~vsCtGJ}>Zs 7tGzy~Z` w U tGvsJZuyvu_xEtGzHZ=ZxZsCtGsJuy>|w G>Z wv7 sJCtGuy|uy|} xZ7v~w Æhtnwuy|Zî=~AtnsJuy7|w Æhðøð7ÉJÉ;7sv È ÑH70È ÐwJ>zy~sJuy7|uywtnz_wv sJ¹ÈtG=uy~Ç2u_>CÌ z_uy== wJ>z_~sJuy7|GHsJ Z=A>|Z|=sJuUtGz2 tGuyz_=777J uy|=h>JtGsJuy>|9GwJ;òÆ ÖPtE=|Zw Ú ° ºµ ¡Zv}7ZQEOHYGF Ú ° °²1 Ô>wJZ|=RZzy ì0Ú ° °²7ÉZ \s uyw uy|wJsvJ~x;sJuy7sJëxZ>AtnJsvuyw = Zz¿sJësvxZ>| uysJuy>|AtGzH;P7|Z|=sJuUtGz= Zz\ uyxXAtGwwJZZ|'xZ>|wJuy ZCtGzy wv~xZxZ;wJw JZxZ;|Psvzyuy|ëzUtn|}7~Atn}7 = ;z_uy|}.Æ ÑZzyzUt uyZsvXtëQEO YGF Ú °° ß WÇ9tn~QEO9YnF 0Ú ° °>ð Zv}7Z QWOYGF Ú °° ² Ô7wJ;|=hZzy Ú ° °²7É;ZÏxZ7| uysJuy7|Atnz== Zz AtGwsv h>JïÖ ÆRð PÉ Ó.Æ Õ AÉ × Q Æ.Ú É ÙWÓ R IÆ Õ ÉÙZZ= â ú S .Æ £}IÉ ã
û
ZJsJHhEtGsJ~JZwHtGvh~|xZsJuy7|w9GAtwJZxZu¯ÍAx¡>J =Ì\uywJsv7J AtnuyWWtn| wv0uyw9svHAtnwJZzyuy| 2Ó RnAÈ>J uy7vsXtn|PsvzyP Q uyw|zy7|}7Z0t svJ~ x;7|wvsXtG|=Ès ® uys ZZ| w >¦| 'tG| sv=~w ñò\ó_ôyõ\öø÷ù\úqûü¡ô¯óyó{÷RýóhþÿaþCö'Pþ\õ\ôy÷\ó
¿
V@CD7SRMD7SvY7ORTUV7[gÀHTUV7[>N=TycZOhT]@ ?AORSZN=@WORN=SJQ °
~wJs0J;xZ7~sJ; 'h7 WtnxX¡>J 'uy|ïWtnxCwJZ|=sJ;|xZ7ÏtGuy|ë CtEAtGxC=w nsv x;7| uysvu_>|AtGzP ZzHtGJsvwJ;7ZvxZ>~sCtGsvu_>|AtGzA>sJsvz_;|ZxCïnsvXtnu_|u_|}ìÆ]ZwJZxZuUtnz_zy naxZ>~sJuy|} Q .Æ ÉJÉZtG| sv áu ¶xZ~zys\uy|= Zzyuy|} >z_gÌ wvZ|=sJZ|x; Z|7;|At JÆ fGÉ øASvY7TUVTUV7[O_BQ L D07Q;F ÏÈ Ñ07 È Ð wJ7zy~svuy7|ëxWtn|A R7~| '=ïtG|uysvZXtnsJuy7 J=xZ; ~Jwv~xC"tGw sv ³¹Z|ZCtGzyuyÒZZ \sJZCtGsJuy>0r=xWtGzyuy|} .Æ ³ JrÉtGzy}7>JuysJ.Æ Ñ tGvJ=xC Þ ÔtGsvxZzy"u ´ë Ú °µ ß ÉZ ³ Jr wvsXtGvsJw uysv"tGJu_svXtnJ wWÛs EtGxC"uysJ;XtGsvuy7|94svëtGzy}7>JuysJ u_JG>Zw sJ ¡ ¥7tGzy~Zw = x;7tGJuy|} sv0Zû =ZxZsCtGsJuy>|n9WtGxChWtnsJ~v0~| ZsJ0xZ~vJZ|=s Ó sJ sJû sXtGv}7Zs7tGzy~> tn| = u¯h=uy|}0sv tnwJwJ=xZuUtnsJZ =\|AtGvsJuyxZ~zUtnW=#sCtG> û
ZJ
c
û
a %b:c
û
z_>}
V\â [ S V
uyw0t AtGCtGZsJZt0´4ZxZsvuy|}sJ wJsJ;ëwJuyÒZ7
â
â ã
S
â ã
Æhðĺ7É
Æ]uUÉ?AY>LMF_TUV7[ \|sJCtGuy|uy|} t 7zyCÌ\wJZ|=sJ;|xZ tG=uy ~;|PsvJ>P= Zz\>xZ7~svu_|} sJ Z=ZxZsCtEÌ × d ÓÆRÐWÉ¿Ù S ÆRÐWÉJ;îP~u_vZw twv~tGsJuy>|G7Z tGzyzA>wJwJuyzy wvZ|=sJZ|xZZwÐ7 svuy7|w V â â S ã ? x;z_EtGJzytn|uy|=hWtnwJuyØ zy0sCtGwvÊ\|wJsvWtG =¡ ZwvsJuytnsJ V â â S0 ã9=wXtnzyuy|} hv7 sJ# u_wvsJvu²Ì ~sJuy7|ÓÔÆhÐEÉ¡tn| ~wvuy|} sv0wCtGzyZ=AZx;sXtGsvuy7|G S0 PrtGz_uy|}hv7tG|;P7|Z|=sJuUtGz u_wvsJvu_~sJuy7|uyw#t |7|=Ì\sJvuyPuUtnz4sXtGwv4AtG| uywsv wJ~ ¼CZxZs Guy|PsvZ|wv JZwvWtGvxCï=wvsXtnsJuywJsvu²Ì x;u{tn|wWn=PwvuyxZuywJsJwHtn| >sJ;JwW=rtnzyuy|}G4wJZ|=sJ;|xZZwhv7 tn| Z=7|;|PsvuUtGz uywvsJJuy~sJuy7| 7wvZw#tn uysJuy>|AtGzxCAtnzyz_;|}7ZwEAtn| uyw uywJx;~wJwvZ ëuyä | ·;| Þ Ô>wJZ|=RZzy ïÆJ0Ú ° °°7ÉZ Ð߶xZuyZ|=s wCtGzyu_|}#uywxZv~xZuUtGzsJwv~xZxZZwvw\h~zasvXtnu_|u_|}A × d R ÆRÐWÉÙ \s uyw Zî=~Atnz_zyuy|=hWtnwJuyzy sJxZ7~sv sv|7vtnz_uyÒWtnsJuy7|xZ>|wJsCtG|=s Q e ;PÆ d S ÆhÐEÉJÉ;A7Jsv~|AtnsJZzy==sJuywuyw¡|7s|Zx;ZwJwCtGJh7sJCtGuy|uy|}A=wvuy|xZ wXtnzygØ uy|f } xWtn| >| û uysJ>~s=|Guy|} Q ¤ Ï0wJuy|}sv P ZzÊtnw0AtnJsn¿t x;z{tnwJwvu²ÍZ Æ]7 }Ayt wJZZxC vZxZ>}7|uyÒZZCÉ =Zw|7sJZî=~uyJ P|Gz_; }7G Q ;u_svZE=AZxEtG~wv sv JZzUtGsvuy70CtG|=uy|} G sv0 "u ´4ZvZ|=s¡==A>sJ;wJZwuywH|>sHxCAtG|}7Z =t wJuy|}>z_>7~|u_>ZJwCtGz\GxZ>|wJsCtG|=sW ª0>sJuyxZsJAtns svuywuyw¡|>ssJ xWtGwv h7xZ>| uysJuy7|tGz4Z=7|Z|=svu{tnz4= ZzywE Ð>Z|*sv7~}>*sJïZtnxZs7tnz_~ëG Q uyw|7sJWtnz_zy|ZZ ; 90tGssJuy;wu_stE ZwJuyXtnzysJ"tGJG=uytnsJuysWh>ZtGzyh>AZvzyZ=uys\"xWtnz_x;~zUtGsJuy>|99Ïu_wxEtG|* 7|svïtG|=' ZwJuyvZ tnxZxZ~CtGxZ='}7Z|;XtGsvuy|}ïtzUtGv}7 wXtnzy hJ> ÓÆRÐWÉ;9>wJZv=u_|} sv hvZî=~Z|x;nH7| >>J wJZ|=svZ|xZZw uyxX=xZxZ~#7v0sJtG|9wXtE= º õ sJuyZwWtn| tG=uy|}ë~wvëG Zî=~AtGsvuy7|*ðyÚ7H7 wJuysv~AtGsvu_>|wZvï|wJ~xC*wvZ|=sJZ|x;ZwZ=u_wvsW¿7uy| }>Z|ZCtGz2h7t >J09 ¶xZuyZ|=sZwJsvu_tGsv7W=>| xZ7~z_ ~wJ>Ö ÆhðIJ7É Q h × i Y Ú R i ú lè k â Z=%monqp nsrn á Ø æ ã /Ø j ZJt YuR¹u_w0tÔwXtnzy0nHwJZ|=sJ;|xZZw }>Z|ZCtGsvZ ëRJ7 Ó RGA77v# ZsXtnu_zywEwJ;` v=~"QWO YnF ÆJ Ú °° °>ÉZ JÆ @EÉxwQXY>OhN=SvQ cZQZFyQX@EORTUD7V ½|xZ sJ }7Z|ZXtnz4hCtG;¡>JtG| svXtnu_|u_|} v=xZZ ~vAtE7 ZZ|ë7v7Z 7~sEtGs\Ì svZ|=sJuy7|xWtG| xZ7|xZZ|=sJCtGsJ; >|sv#tnJsG9= ;z_uy|} zUtG|}7~Atn}77GÏ#}>Ptnzuyw¡sv xC=7wJ ñò\óyôyõ\öø÷ù\úqûü¡ô¯ó_óU÷RýóhþHÿþCöPþõ\ôy÷\ó
Ú õ
DGcZQEVZIZQ;F
hWtGsv~J;w S ÆRÐWÉsvAtGs xWtnsJ~vtGwvAZx;sJw n¡zUtG|}>~AtG}> uyxCìtnJ |7sxWtGsv~J; *ÆU7 uy|Atn CÌ îP~tGsJ;z_ xWtnsJ~vZ AÉ¿= sJxZ~vJZ|=sAtGwvZzyu_|= Zzyuy|}0svZxC|uyî=~7>Ï#svuywHZ| 7AtE7 AZ;|ë~wJuy|}svh7zyzyGuy|} Zsv= 7zy>}7 h7hEtGsJ~J uywJxZG>ZJëtn| wvZzyZxZsJuy>|9 ³¹u_>Z|t xZ>J~, w Y G9|AtnsJ~CtGz4zUtG|}>~AtG}>wJZ|=svZ|xZZ7w ÿ uysvZuyJuyxWtGz uywJsJvuy~sJuy>X | Ó W JZwv~tnzy vZvZwJZ|=sCtGsJuy> G9sv ~|=|G|sCtGv}7Zs uywJsvJuy~svu_>|Ó>¡ ~wv0uys¡sv svXtnu_| 7~ ZwvsAtGwvZzyu_|= Zz¡Ó R> ª0;PsE¡~wJëÓ R sJë}>Z|ZCtGsJëtx;7J~` w Y Rnn «øwJZ~ wJZ|=sJ;|xZZ0w _zyu_>¡sv7wvuy| sCtGzy ß ¾¡svZ|x;7tGJ Y R u_svy YÆU7¿wJ7H7svZ AtGsCtGwvZs hJ>sJwXtn0 u_wvsJvu_~sJuy7|Ó ÉZ ¾0zy=7 h>¡wvPwvsJZtGsvu_x áu ´Ê;JZ|x;Zw0Zs\ZZ|ësv s\¡ xZ7vA>XtnÛ0|= wJ~xC áu ´4ZJZ|xZ¡ uywJx;G7Z7uy|=sJwsJ t CÍxZuyZ|xZ uy| sv¡tE Ó R P Zzyw sJ ~|=|G|sXtnJ}>Zs0 uywvsJJuy~sJuy7|ïÓÔÛ0|=wJ~xC' CÍAxZuyZ|xZëxWtn|ë|G JWtn uyzyÍA=Z 9 P CÍA|uy|}tG| tGv7vuUtGsJhEtGsJ~J S ÆRÐWÉÆ]7wvZsGhWtGsv~J;wXÉ uyxC"AtE> áu ´4ZJ;|Ps Z=AZx;sXtGsvuy7|w~| Z0Ó tG| Ó R ÆhtnwZ=uy Z|xZ; ë=sJZuyvZwJZxZsvu_> wXtnzyZzw Y.tn|{ Y RWÉ; Ï |Z hWtnsJ~v u_wsvZ|ïtn Z =JZwv~zysJuy|}uy|ët |;= Zz\Ö Ó hÆ ÐEÉ × Q Ú ÓRGÆRÐWÉ¿ÙZZ=
p r áØ æ
ÆRðĵ7É
½|x;Ü Ó uyw sJCtGuy|Z 92sJtGv7vuUtGsJ xZ>|wJsvXtGuy|=sÆ]Zî=~AtGsvu_>|"ðøð7É}>~AtGCtG|=sJZ;w sJAtns u_sx;7|wvu_wvsJZ|=svz_ xWtGsv~J;wsvë|; hWtGsv~J>tn| *svëvZ=u_>~wJzy 7wJZv7Z uá´Ê;JZ|x; AZs\ZZ|7~P Zz9tG| sJ sXtGv}7Zs u_wvsJvu_~sJuy7|AtnwA;Z|ëZzyuyuy|AtnsJZ 9 Ï¡v=xZZwJw¿xWtG| |GHJZWtnsJZ = }7Z|ZXtnsJuy|} txZ>J~2w YG «øwvZ~ wJZ|=sJ;|xZZ0w hJ> sJu_JG>Z ëP ZzH6Ó E9tG| 'xZ>AtnJuy|}uys sJsv7vu_}>uy|AtGzxZ>J~ w Y 4zyP>=u_|} h7 |Z áu ´ÊZvZ|xZ;wWÏzUtGsvsJZ u_zyzxWtnsJ~vZ uysJ|; RWtGsv~JZwEatn| wJ>|94\| XtnxZsJuyxZ7tG|= RWtGsv~JZw ÆU>Z7Z|wvZsJwGhWtnsJ~vZwXÉtGJ tn Z ëtGsEtGxCu_svZXtnsJuy7|| Ûw tG|'ZtGzy }4wJ~A>wJ7wvZJ>sJAtns#svsJvuy}7XtnÌ\}7Z|ZXtnsJZ\ Y R wvZ|=sJZ|xZZw tGJwvz_uy}>PsvzywJ>JsJ;7|*tE7ZCtG}>ìÆRtGwWtGwv~JZ ="|=~Z n#7v wXÉ svAtG|sJZuyyY xZ7~|=svZJAtnJsvwW¤ ¾ sJZ| gÍA| sv wJuyzyhWtGsv~J>Ö
1S ~ /0 ÆhÐEÉ × |P~AZG¡>J wuy| Ð tG| '7wvZJ>sJAtns V k S1~ "M × Vx[ S1~ /0 J ~s 7|xZsJ|Z XtGsvZ 9¡ tGv tGwvwJ~vZâ ësvAtGs V â S1~ â /0 × V\â [ S1~ /0 J â
ã
â
â
ã ¤
ã
â
ã
ÆRðÄ×7É hWtGsv~Juyw uy|xZ>JGÌ
ÆÉþø4BQ cZQCY7Sv@XB IZD>SHIZQCY7ORN=SJQ;c \|·;| Þ Ô7wJ;|=hZzy ÆJÚ0° ° °>ÉZ>¡ wJWtnJxCZ R7@ }7CtGÔÌ wvs\PzyhEtGsJ~JZwsJAtnswJGZ wJuy}7|u¯ÍAxEtG|=s u_wvxZJ;AtG|x; Zs\ZZ|Ó tG| Ó R ÏZwvëuy|xZzy~ Z nÌ }>XtGw tG| ºEÌ\}7CtGw ÆUuyxCëZJ >~sJwvuy sJ Xtn|}7 GHsv AtnwJZzyuy| Ó R svJuy}7CtGÉ;7x;z{tnwJ w Ì }>XtGwW=tG| uyw\Ì sXtG|xZ Æ]|7|=Ì\xZ>|Psvuy}7~>~wXUÉ Ì }>XtnwWEÛz_zwJ~xXÔhWtnsJ~vZw¡;J0CtG|>Z =B t Ø wvu_}>|u¯ÍAxWtn|xZ sJZwvsW ½7;Tº õ õõ õ¿GAsvZwvhWtnsJ~vZw¡;Jh>~| sv0AtE>twJuy}7|u¯ÍAxEtG|xZzyZ7;zG% ØK Ú º ¾*Z|u_|xZ7vA>XtGsvZ uy|Psv sJ0zUtG|}>~AtG}>= Zz\GsvZvZwJ~zysvZ ëuy|t wvtnz_z=uyJG7;Z|=s
tN , - 3,1 g q "E -M . # '# 4" ) - %# 4' " g 7 1 EI,' 3,3, 1( ' # 1g ) "P1 1 # # '4B ## 3,# 1 "! # # '' EF 3,!g g 1EI ' ' '3 3 7 "' / 1B*0! /E 4 E3 " ' # "KM4"-M ) D " - & D & 3 . 1 # ' ' ! ,' B / E%# #.%, ÷\ó Cö% D "# 7 '3 '# 41' B x ) ' .& Ng1-/ E '' & L EI ' # 4) 3,# " ' +E " 3,' # 3\/E3,# 1 # '/ EI " ,# # 42 3,+" '" ) z E '# 4 7 ' "33 # (' q O6- 1*0/E¡*0 1 ! ! # 04"7 I . II U . Ä ÄI W II Ä b II I . W 0 Ä I . . | W Ä Ä I. W 0 T D D . . I6 I . @ 7 Ä 7 I I I . . . D ? | ß I . | .
ñò\ó_ôyõ\öø÷ù\úqûü¡ô¯óyó{÷RýóhþÿaþCö'Pþ\õ\ôy÷\ó
D
W
D D ¤ I . I I
¿
V@CD7SRMD7SvY7ORTUV7[gÀHTUV7[>N=TycZOhT]@ ?AORSZN=@WORN=SJQ
Ú7Ú
uy| JZx;7}7|u_svuy7|tGxZxZ~XtGx;Æ]AZvzyZ=uys\ tGw|>sax;7~sJZ ÉZGÛz_sv7~}7 svZwJÌ }>Xtn hWtEÌ sv~J;w# |7su_JG>0sv zyuy|}7~uywvsJuyx0zUtn~wJuyuyzyuys\GHsJ = Zz\=sJZwJZv7Z 'sJ7Zvu²R tn| Z7|wvsJXtnsJ7~ZsJ= >zy7}7= \¢ | v=~ QWO YGF ÆJ0Ú ° °°7ÉZ¿¡~wJZ twvAtGzyzyG AtGvwJZsJtn ~sJsJ;XtG|xZZwhv7 sv rou_svxCPPtnJ xZ7v~w u_|=svï£ t @4tGs z_uywvs G07tnJuUtGzyzyZ|}>sJ @XD>V=cZOhT]OhN=QEVOUcZEtGsJ~JZwZJ svZ| CÍ|Z *uy| sJZvw G xZ>|wJsvu_sv~Z|=swJ;îP~Z|xZZwExZ>|wJsvu_sv~Z|=swvZsJwtG| xZ>|wJsvuysJ~Z|=s svJuy}7CtGwWGr=7T µÄ õõ õwv~xC hWtnsJ~vZw¡Zvh>~| wJsXtnsJuywJsvuyxWtGzyzy wJuy}>|u¯ÍAxWtG|=sHtG| tn Z sv sv= ;z ZvzyZ=u_s\ G4sJ|; = Zz=tnwHwJzyuy}7=svz_ zyGZsJAtn|sJAtnsanÊsvAtnwJZzyuy|7 tn| JZx;7}7|u_svuy7| tGxZx;~XtnxZ tGw9tGzywvwJzyuy}7=sJzyuyvG7Z X~JsvZHtG|tGzy=wJuywAwv~}7}>ZwJsvZ sJAtns sv A>sJZ|=svu{tnz9nasJZwJ RWtGsv~JZwtnwzyu_uysJZ ~#svsJ;u_CtGvu_s\= ¾AtE7wv~wJ;îP~Z|=sJzy"vCh=xZ~wvwJZ *>~tGsJsvZ|=sJuy7|7|'ÍA| uy|}ìtwJtnzyzH|=~A; G ~xX7vxZ77| hWtnsJ~vZwW>¡;otnzy7>tG>|} sJ 7wJs¿}7zUtGvu_|} áu ´Ê;JZ|x;Zw ACÌ s\ZZ| sJv~|AtnsJ~CtGz=zUtG|}>~AtG}>¡tG| sJJuy}>XtGÔÌ }>Z|ZCtGsvZ wvZ|=sJZ|xZZwu_wsJzUtnxX nAwJZtG|=sJuyx tn| ësv7uyx xZ7ZJZ|xZuy|sJ z{tnsJsvZW¤ ¾ AtE> AZ;|ï7vPuy|}>|ë= ;z_uy|} wJ~xXxZ7;\Ì ;|xZuysJuy| sJuywhCtG;¡>J4ZÛwH~uyzy uy|}0z_=xC=wh7sJ « wvZtn|=sJuyxHxZ>ZJ;|xZ >hEtGsJ~J7 ~wv EtGwJ~JZwG¡tGwvwJ=xZuUtGsvu_>|ëuy| ß ß xZ7|=svu_|}7Z|x;sCtGzy tGwJ; ë7|ëtGuyJwnËx;7|=sJZ|=s 7v wuy|sv wXtnwJZ|=sJ;|xZ7
¤»¦¥
Å =Ä4Ã@1=ÅJÁH½ ¾ P uy svzUtG|}>~AtG}>¡P Zzyu_|}xZ7~|uys\ tGuyz=sJ=~wË tGsJ u_|=svZ}7CtGsJ¿h>Jtnz=z_uy|}>~uyw\Ì svuyxsJZ>JuyZwHuy|=sJ twJsCtGsvu_wvsJuyxWtnzhCtGZ¡>J §Ü¾*= xZ~JJ;|PsCtGxZsvu_xEtGzz{tn|}7~tG}7¿= Zzyw zUtnxXtG|= JZwvZzUtG|xZ0sv Z>Z|ët J~ uyZ|=sXtnJ zyu_|}7~uywJsvuyxsJZ>J §?¾*= uy ß õ >WtGvwG vZwJEtGJxCÔ tGuyz=sJ =uyZzy XtnxZsJuyxWtnzAtG| wvu_}>|u¯ÍAxWtn|PsuyJG7;Z|=sJw4G>ZsJsvJuy}7CtG'ZuyxC tGwv77wJ; uy|uysJwZwvwJZ|=sJuUtnz4h>J =j Ö7Zzyuy|Z Þ È;JxZZ ÆJ0Ú ° × õ> É §\|svuyw¡zUtnwJswJZxZsvuy7|9 v77wJ t h;.tn|wJZJwsJsvZwJ îP~ZwJsvu_>|wWÖ ¨z©'ª«¬©T"® © ¯D®1°±²%³ © ± ´ªµ¶"® ´®1©®1©T¯·´¸¹º²OµO±¸K°2´»±{µ&©0¼+±³ ±ªO®,«²´¸T·½ Ç4uy|}7~u_wÌ svuyx svZ7vuyZw WtGzHuysv QCÞ7T{cgORQEV@CQW4ÏZìtnJwv~xZxZZwvw\h~zu²sJZï;Pz{tnuy| ÆRtG| 'J; uyxZsXÉ u_xCxZ>|wJsvJ~x;sJw0tGvh>~| uy|sJz{tn|}7~tG}7tG| uyxXwvuyuyzUtG9x;7|wvsJJ~xZsJw0tnJ|>sW>Û svZ>J u_w¿xZ7|wvuy ZJ; CÍxZuyZ|=sHu¯ÊsvZJ tGvxZ7~|=svZ\Ì\ZtGzyZwHsJ u_sEE\|xZ7|=sJCtGwvsW>wJsXtnsJuyw\Ì svuyxWtGzzUtn|}7~Atn}7H= Zzyw WtGzu_sv M4SJQEbWYnF_QEV@CQWnÏZtGJwv~xZxZ;wJw\R~z4u¯ÊsvZtGvG=u_tGsv vWtGwv7|Atnzy ZzyzÆUuy|zy7} wvAtGxZEÉHsv0vZ7tGzyZ|xZ G9sJ0>wJsxZ>>| xZ>|wJsvJ~xZsvwh>~| uy| sJzUtG|}>~AtG}>7GÛ*P ZzuywHxZ>|wJuy ZvZ CÍAxZuyZ|=su¯ÊsvZv0uyw¡t wvPwvsJZtGsvu_xu{tnwWG>H uyw\Ì x;JZAtn|xZ=GZs\¡;Z|uysatn| sJZ|7Z|>| uysa~J7vsJwHsv# ZwJxZvuyA7=Ï=~wEGt0zyuy|}>~uywJsJuyx x;7|xZ;s tEt~wvCh~zsJ=7z¿u_|'sJxZ7|=sJ;Ps G0tsJ;7J=4>Zs vG7 tG zyZwvw ~wvCh~z Z|ëuysxZ7ZwsJuyJG=uy|} t wJsCtGsJuywvsJuyxWtGz= Zz\1 ¾ AtE>¹tnzyJWtn wvZZ|ïtn|;otnzy nasvuywu_| ½ r>Ì\AtGwvZ ëxZzUtGwvwJZwÆ]wJZxZsvuy7| ß AÉ; ¨z´%¯1¾¿²(ÀC«%±ª±³ ´¸À ³ ´(¹º±lÁ²%³ ¾½ Ï|=sJuyz9vZxZZ|=sJzy'¡ AtE7 zUtnxX>Z t}7;|ZXtnzwJsXtnsJuyw\Ì svuyxWtGz¿hXtnZ7vh> uy|xZ>J7CtGsJuy|}'tGJu_svXtnJ"tGwvA;xZsJwG0zUtG|}>~AtG}>uy|Psvë7~ P ZzywW ¾ u_sv7~s¡wv~xCït hXtnZ7v4PtnxZxZ7= AtnsJuy|}0EtGxCëzyuy|}7~uywvsJuyx0svZ7vuy|=7>z_>ZwwJ7zy=uy|} t ÆUwv7;sJuyZw4tGJ É9wvsXtnsJuywJsvu_xEtGz=ZwJsvuytGsvuy7| J>zyZï;Ï= Zz> ZwJx;JuyA; u_| wJZxZsvuy7|ð tn vZwJwvZw sJuywv7zyZ' ÂñªO®1´¸£®1³ ´© «%°&®Ä0Å1´%¯1¾%±®\²À\® °±Æ¯ ²ªµ&©'®1©'²ªO´(¸tÀ ²%³ ¹\¬¸'´®1©0²ª½ Ï0|=sJuyz JZx;Z|=sJzy =uyJsv~AtGzyzytGzyzz{tn|}7~tG}7 P Zzyu_|} tGw 7| uy|sJ xZ7| uysJuy7|Atnz4hCtGZ¡>J4=u\ 7=Zw\Ì svuytGsvuy|}ÓIÆ Õ ÉZ4Ûw tGwtGv}7~Z WtGvzyu_;WsJuyw u_w |7s xZ7| ~xZuy7sJ'sJuy|=uy|}ëtG7~s tn| = ;z_uy|}zyu_|}7~uywJsvuyxHJ>A;JsJuyZwnÊsv0wvZ|=sJZ|xZ tGw¡t 7zy ÆU7 }GAtGvwXtnuyz_uys\ÉZnÏ = Zz ZwJx;JuyA; ïuy|wvZxZsvu_>|ïð tG vZwJwvZw sJuywv7zyZ tGwZzyz\
ñò\óyôyõ\öø÷ù\úqûü¡ô¯ó_óU÷RýóhþHÿþCöPþõ\ôy÷\ó
Úß
DGcZQEVZIZQ;F
Çq¹ºÈ²»±l³ ©"°2±µoȳ ©'²³g·½ ¯0uyZZ uysJuy|?t tE>ZwJuUtG| hCtG;¡>J4EsJv7zyZ tE z_uyu_|7~xC>uyxZ GaJuy7vwW=Û Juy7uywwJ~A>wJZ ësv xEtGsv~J ;7ZvPsvuy|}sJtGsu_w=|G| tG7~ssJH 7tnuy|ACR7JtG|= AtGsCttGJ¿7wvZJ>Z 9G\| 7~9xWtnwJ7EsJHJuy>9wJ7~zy xWtGsJ~v Z7Zv=sJuy|} svAtGs¿¡ZzyuyZ7sv AsvJ~ tG7~s¿P~tG| z{tn|}7~tG}7;wauy| }7Z|ZXtnz =tG| tG7~s twvA;xZu¯ÍAxzUtG|}>~AtG}> wJ~xC"tnÎ w ÐË|}7zyuywJëuy|ëtGJsvuyxZ~zUtGE4Ï 7ZvëzUtGJ}> tGXtnZsvZ0wvAtGx; G zUtG|}7~Atn}7ëWtG|wsJAtnsëtG|=hWtGwvuyzyïtG7~|=sG sJXtnuy|uy|}" AtnsXt%u_wuy|wv1~ ¶xZuyZ|=sh7 G7ZvZzyuy|} sJ vu_>WÏ xC>uyxZ GJuy7uyw0sJZJCR7J xZv~xZuUtGz\' Ò¡ZssJ Juy>Jw0 xZ~JvZ|=sJzy~wv¹tnJu_AG>ZJuywvZ$ ® svZsXtn70tn 7tG|=sXtn}7n9AtGv zytn|P=svuy|} ¡P|G tG7~szUtG|}7~Atn}77 ÛwtG| ZtGzy74xZ>|wJuy ;sJ>=xWtG~z{tnJxZzy~wvsJZvuy|}J>zyZ uywvxZ~wJwvZ *uy|"wvZxCÌ sJuy7| ß ÖHXtnJ'¡>J wwJsCtG| *svA;|CÍAssJï7wJs hv7 xZzy~wJsvZJuy|}¡>ZssvZ |7s Px;xZ~ GhsvZ|Z|>~}7'uy|xZ7vA>Xth> JZzyuUtGzytG~sv7tGsJuyx x;z_~wJsJ;Juy|}A ~s ~xCë~wvCh~z u_|oh7vtGsvuy7| xWtG| 0vGPuy ; tG|=~AtGzyzy#tnA>~stn|P wvZtn|PsvuyxHxZzUtGwvwJZwE=wJ~xCtGw¿|AtGZ Z|=sJuysJuyZwEARwJ~xC'u_|oh7vtGsvuy7|xWtn|ëA Z|x;P Z uy|¦ t «øwJGR s Juy7EÊtn~sJ>tnsJuyx0xZzy~wvsJZvuy|} Zsv= wtE >Zs0JG7 wv~xZxZZwvw\h~z \|wJ~tnJ=WuysxZ7~z_ A tGv}7~Z svAtGstGsvsJZsJwHsv uy|=sJ;}7XtnsJ zyuy|}7~uywvsJuyx=|GzyZ }7 u_|=sv >~¡= ZzywHAtE>#wv \tG¿ tGuyzyZ ZxWtn~wJ ¡ 7| s7Zs=|G G*sJtGJ>JuUtGsvZzy Z|xZ= wJ~xC"=|GzyZ }774|tG;z_=G sJ7svu_tGzyzyxZ>uy| uys uysJ AtnsXt ~s >Zs tG|>sJZ¿tE=ZAtE7;| s9Í}7~vZ 7~sGsJ wJuy~zysCtG|Z>~wJzy}7ZsHsv7wvs9>~sHGA>sJ 7~ =|GzyZ }7tG| '7~ AtnsXt ¡;s\¡Z;|"=|GzyZ }> uysJ7~s AtnsXttG| tGsXtuysJ7~s P|Gz_; }77>tGAtnJZ|=svz_ sJz{tnsJsvZÆUuysJ|;wJwsJ@ Ì\}7CtGÉ2uywa7v¡wv~xZxZZwvw\h~z 1 ~sHsvZv u_w| uy|;JZ|=s0vWtGwv7|ë= xWtG| sAtE> A>sJ9 É
{Ê ËÊ Ì2Í xÊ Ì Î xÏ ÐÌ2Ï xÑ Ò 1ÌOÏ Ó Ì CÔ ÖÕ lÉ × {Í Ð ØÏ {Ù {Ù 1Ú Ð Û ; 9À 9½0Ä 0ÌÜ lÝ:Þ /ÌuÍ "ß ß1ßBÑ "Ø à "Ð Ì+Ï × sÌ /á âá Bã1ä à ä ä å%ægç ¡à è è é Þ Ü × {Ï lÏ Ì Ìlê"ëâqìgê ê"ß %ÌÞ sÌ Ì gÝºÑ "Ò 1ÌlÏ Má1áâ £í è î%ï ð Bîï ñ ægçò /é /Ì â ì ó1ß gÌÏ ô /á1á ó
Ø Ð õðOð&ð Mè(ã ,í&Ìlö(Ìlë ê÷"ì ë ÷ â gÌ,Ï uô "ß ß1ߣÑ
Ø ,õð&ðOð Mè ã øíOÌ /ÌÏ ß1ß1ß Ì sÌMÞ ù ÌgÍ Ý£Þ ù gÌgú Má1á ÷ î ä%è ï èûlû(Ì á"ìgâ %Ìù Î sÌÞ 1ù Ìuú %Ï ¡Ì Í Ú Ì ù Ìú sÌÑ 0Ì%Ï %Ê %ÝÔ Ìô Ñ Má1á Ê Ø Ø î ä%èï èsÌüý ë Ìlë1÷ â/ì ëâ"ó Ê ÌuÊ %Ý¢Ï ÐÌÎ Má1á átô É £í èð ä àBþÌ ê÷ âqì ê â"ß Ê %Ì Í Î Ýxô Ì ô /á á1á ÿ É í èõî øããlí&åíuà å å à æ æ æ1Ì êë1á"ì ê1ê U = C B GL!NX 6GLO ËÄ>BLË"E ßHF! Ä F GL E "!7Ê H1!E B!7R 0! ÄËÄEF! 0O H E ¤ !BG.Ê 0!BLBÊ H X E1R!7JI>!7MË" Ä "Ê j BLË UJLGL!E1R O BLNN,OB H1! Ä>NX R Ë"JLMXFJLJIË"O EFJU EFRJIXFC0C !7JLGIË"O EFJ7% '0= "JLODC B GL!NX 1GLO DB!E 0>F BM 0OE1!}JU EFR U!B "R U 7R B6N,OBUA !BÊX1JL!NX |N,!7!7R F0M jO EqR B N,G6O N¹GIHË"J6>1>!B%
'
É "JIH1VWË ?% UOX1C "0J ö%öÁ |!7 BLE ËÄE1CbR!>!EFR!EFM7ÊjGIBE1JLR X1M}GIË"O E=O R ! "J6NBO0= GL0GL!7Rb! < 0? = > "!7J7T % Â 1Ã"5Déç0/"+Å@47%
X E1EEFO
Qß !B % % T#
¤BËÄE1 "!C B ==BJ$N,OBjJI>!7!}MÕH B!7M7O C E Ë"GIË"O E|% F448 8ç Å@Å?+ 21Ã8( *,Ãç 2 1( F4-L5 0* gÅ@*á3 ( 8ç +5}*,Ã8W57ç8 ç WæDÅ@4-Ã8( : @% @% U " GLGW EFR % % ë O ÄN F!7RJ7% Y % É %
Qß!7!N,!B= E @% zQW!BC0!B ËÄE ß-Iç8 æ ¤Æ ¹æ Qß! Ä "!7C0BR % D%# JI>!7!7MLHgB!7M}O0C E Ë"GIË"O E|% Qß! Ä "!7C0BR % È% Á " EFC XF0C0!ä=O R! "J7% JLÊ JLGL!7=J 0E X1BÊjÁ
É
É =O R ! |O N| "! < Ë"M7 0GLGIB M7GIË"O Eq EFRB!>X "JIË"O E|% ¤ ö!BGIÊ %1# }ç Ã21* 8ç 2 74-I42184 å å å %
=DX "GIË .JI>F E© " EFC XF0C0!b=O R ! ÄËÄE1CKNB0=!}VWO B jN,OB? "BC0!nA0O M} X "BÊ à*,-I( 25 æ %
| BC0!bA0O M7 X " BÊJI>ö!7!7MLH B!7M7O C E Ë"GIË"O E VWË"GIH=DX "GIË .JI>F E JLGL0GIË"JLGIË"M7 Â -I( 25 æ JI>!}MË" DË"JLJIXF!¸O E© " EFC XF0C !¸=O R ! ÄËÄE1C© EFRRË" "O0C %
Qß!BC0!B É % U! Ä " Ë"!}GIB 1% U! Ä " Ë"!7GIB ?%0# " EFC XF0C0!@>BO M7!}JLJIËÄE1C % ç Å Ã2 3 1å #0%
É
= < Ë"=ÈXF=!E GIBO> ÊD > >BO 0MLHGLOWEF0GIX B
QBO VWE % W% T! Ä " Ë"!7GIB ?% % 1R ! OX } @% | Ë % U% 1 JL!7RgS ICB0 =P=O R ! "JDON¤EF0GIX B " EFC XF0C !0% ç Å ¹Ã2 3 HF! Ä F )% 0! ÄËÄEF! E ß-Iç8 ß+-.ç05 F448
W% # #
j!BM7!B : Y
D% % # %
#
"0JLJ
6!7M7O C E Ë"GIË"O E>!BLN,OB= EFM7!ON6nJLGIBLX1M}GIXB!7Rj " EFC XF0C !n=O R! ,% F# %
; HF!E 1% W% 6O0JL!E ,N ! "R D% # MË"!E G JL =?> ÄËÄEFC@ EFR?N,!7 GIXB!WJL! "!7M7GIË"O EËÄEnVWH1O "!ÜJL!E GL!E1M}! = < Ë"=DX1=P!E GIBO > Ê?" E1CX1 C0!@=O R! "J7% E W-.ç 8 æ 1ç 421Ã Fæ j( -.8 0Á %
ñò\ó_ôyõ\öø÷ù\úqûü¡ô¯óyó{÷RýóhþÿaþCö'Pþ\õ\ôy÷\ó
¿
Þ
V@CD7SRMD7SvY7ORTUV7[gÀHTUV7[>N=TycZOhT]@ ?AORSZN=@WORN=SJQ
ÚWð
%Ì Ï %ÝÃô Ò ÌOÞ /áâ yÙ ¡Ú Ø è é ¡àè 0èsÌ þÌ /ëâ"ßì /ë ó1ß ù gÌlÍ Þ ,ù Ì ú ¡ÌÔ Ìô Ý\ô gÐ /Ì Í /á á %É £í èõî øãlãí&Ì ÖÉ Ø'÷ "ì÷ 1÷ ù gÌ Í ¡ÌÞ 1ù gÌú sÌlÙ /Ì%Ï ¡Ì Ñ Ò 1ÌÏ ¡Ìgù Ú1ÌlÜ lÝ sÌgÑ Má1á ëCÉ Ø Ø
É xï qå Ìlâ"ó"ìá ÌÍ Ø'ú ù gÌ+Í ¡ÌOÞ ù Ìú Ý?Ñ Ò ÌÏ /á1áâ£É õðOð&ð Mèí `õÌü ë Ì 1ó1ßì á 1Ì Ï Ï ¡ÌÜ Ì gÊ ¡Ì Ý\Ô /Þ 0ÌÏ /á á ,Í %É £í è(õî ,ããíOåã 1å à æ æ Ìê qâqì·ê "ß "Ò ÌOÞ Má1á â /á á1÷ É ¶í "è í Tà ä tã1ä Bï à "Ì ì Më Ìô,Ì+ÝeÕ TÌÔ /á á1áxÔ
õð&ðOð Mèã øíOÌ !(Ì 1ß"ì 1á /Ì sÌ /á ê âtÉ Oí à /è" èsÌ%ü$#lö(Ì÷ ß"ì ÷ 1ß ÐÌÎ Má1ó1á`Í IØ ¡Ú 2É % 0ä à 2Ý:× gÎ gÑ ÌlÔ {× %Ì Má1ó áÌë êß"ì·ê"ß1÷ ÐÌ Ï lÝ:Ô Ìô /á1ó ß`É Ð É :í ä OÍ 2Ù Ý Ñ × Ì ó ìë1ß yÜ Ì tÌ /á1ó ß ÐÌ Î Ô Ì ¡Ìô Ð /ÌOÍ uÝ Í /Ì%Ô Má1á lÉ Cí &è í à ä 0ä à /å ' æ $æ 1Ì á ì "áê Ìô Ý 1ÌÜ Má1á tÉ Ø gØ
É £í èð 0ä àÌ û(Ìgáâ "Ø'áâ"÷ Ìô qÝÞ OÔ 0Ìô Má1á1ß Ø õðOð&ð Mèí `õÌüû(Ìê â"ß"ì·ê"ó %Ì ô ¡Ìô (ÌOô OÝÃô gÐ /ÌÍ ¡Ì Má1á Ø ( %É í èõî ,ããíO*Ì )+)Ìëêqìë1ó ÖÉ ù /ÌÔ ¡ÌÍ 0Ì Ô gÐ /Ú1ÌOÔ Má1á , ,ù gÐ î ä%è ï èsÌÖ$ü Ì "ì 1ß ÌÔ Má1á ê Ð ù ï Tà ä,å - à . *ä 0/ "å " æ $æ 1 Ì&ù /á á1ß Ð ( +É'Í +É ¶í 3è 2 í 0ä à à ä4å - æ $æ 51Ìá ìá ê Ì ô /á1á ÷ ·Ø î ä 6åOã1ä à Bï /Ì$ü #Ì /ó â/ì "ó uÑ 6+î àè ä%è6î 7/ /î%ã (æ 8 92$ Ì ô /á1áâ uÉ í èõðOð&ð à ä 0ä à "åã 0: ;' 1åî é 1"å BLËÄEFC0!B !BL "0C %
Þ
U! Ä "
Ù
Ë"!7GIB ö% U! Ä " Â -I( 25 Fæ
Ë"!}GIB ?% : Y Få
¤ !BGIÊ å 0å%
%ß#
UO RNB!}Ê % % ÜËÄ Ä ÄË"=E ; % U% jM UEË"! % # N,OB6B!7JL!7 BMLHjE1RjR !7A ! "O >F=!E G7% E ß-Iç8 æ
Ù
ÜB ßæ
É
Á É R >1GIË"A !W " EFC XF0C0!T=O R ! ÄËÄE1C > >¤% 0å å 0å %
BLËÄE G ?% 6B!7J7% %'# E N,!B 48 *,+ -I42Fç *ò475)Ã2¬( -*,à W8Ã(0/Ã21*,49//"ÃáÆ
EFR X1MËÄEFC¸N,!7 GIXB!7JO NUBE1R O0=
Á VWË"GLMÕH O BR GL! "!> H1OE1!DJI>!}!7MÕHÎM7O BL> 1 X J ( 2 -.( 218Ãá5}8ç j( -.8 # 0Á %
?%6# jWH1!K# ¸QBO 0R 7 M 0JLGnST!7V6JJI>!7!7MLH© EFR "E1CX1 C0!K=O R! UM}O BL> X1J7% E Fæ bç - z5 1ç Kç 2 Fç 42 ( 2 3 +(3 4T*ò48 121ç0/"ç3 è #0# 1# %
òÊ0!B UJLGL!E1R O BLN ¸%U# jO R ! ÄËÄE1C "OE1C©RË"JLGLE1M}! R !>!E1R !EFM7!¬ËÄE =?Ë < GIX B !@A J7%1R Ê0E1 =?Ë"MM7 MÕHF!D=O R ! "J7% Â-.( 25 æ Få zå % 0 Ê0EF!7J ; %D% |# EN,OB=0GIË"OE¸GIHF!7OBÊj EFR¬JLGL GIË"JLGIË"M7 6=!7MÕHF E Ë"M7J7% 1è5 å %
Ï Ï
W-.ç8
" EFC XF0C0! UGLO>Ë"M
ß4 é
0! ÄËÄE1! W% # ! ÄN .O BC E Ë 7!7R¸ " EFC XF0C !n=O R! ÄËÄE1CjN,O BTJI>!}!7MÕHKB!7M7O C E Ë"GIË"O E|% E 5 F448 g-I4 8ç3 21Ã*,Ãç 2 : !}RJ7% É % ë ËÄ ! % W% ¤!7!Y jO BC E D X N,=EE ¤#
Ï
îF! "R J7%
Á
ß4( Ç Ã2z3z5TÃ2 %
0! ÄËÄE1! % j!BM7!B D%|# E GL!BL>O "0GL!7RK!7JLGIË"= GIË"O EON= B zOAgJLO X BM7!D>1B0=!}GL!BJÜNBO = JI>F BJL!jR 0GL % E ß( *,*ò4-2-I48ç3 21Ã*,Ãç 2KÃ2 |-.( 8*òÃ84 : !7R J7% ; % 1% U! "JL!7= %S?% DE1 Y å # zÁ%SUOBGIH TO Ä " EFR É =JLGL!BR 0= |# % 0! ÄËÄE1! W% j!BLË" "R O QU% ÜOX zO0J 1% GIBX1JLJ ¸%# # É R Ê0EF0=?Ë"Mn " EFC XF0C0!b=O R ! NO B JI>!}!7MÕH@B!7M7O C E Ë"GIË"O E|% E ß-Iç8 ßæ Fæ ê ç - 05 1ç Îç 2È5 F448 D( 21ÇU21( *,+ -I(0/ /"( 2 3 +(3 4 4 -+( -è Á 0å Á %
Ï ×
UE1!7JL!B D% SU!}Ê @%'# å ,=?> B O A !7RjM ÄXFJLGL!BLËÄEFCjGL!7MÕH E Ë"ð0X1!7JUNO BTM "0JLJ , F0JL!7RäJLGL0GIË"JLGIË"M7 " E CX1 C0!@=O R! ÄËÄE1C % E ß-Iç8 W+ -I0 ç 5 F448 å % É M7 UXH E D% U! jO BLË D% # MÕHF! , 1 JL!7RDE1 GIXB " EFC XF0C0!6=O R ! N,OB|JI>!7!7MLH?B!}M7O0CEË"GIË"OE¤% Â -I( 25 Fæ å%
× Ñ
¤ X D% 6O0JL!EN,! "R D% !E GIBO> Êg > > BO0 MÕH|% E
Ô
6O X O J W-.ç 8 æ
1% #
j BMXFJ ¸% E GLOBLËÄEË QU% jBMËÄE Ë"!7VWË"M ON ; EFC ÄË"JIH ¤GIHF! !E EK¤B!7! F E % ç Å
Ô
0åK¤BLË"C0C !B , 1 JL!7R¸ " EFC XF0C !j=O R! "J j= < Ë"=DX1= ; ; % ; B!}JLJ7%
¸% É % # 0åbQX ËÄ "RËÄEFC¬n " BC ! E E1O GL0GL!7RäM7O BL> X1J : Á0Y Få#}å å å % Ã2 3
gËÄ Ä "!B ¸%¤# @= B zO ABE1R O0=Pî1! "RJTO EjGIHF!DC B>HFJUON¤EF0GIX B "E1CX1 C0!0% BO M0% ö( 2 3 +(3 4 Å@çÇ 49/"Ã2 3?57+ Å@? Å 4-Dê ç - z5 1ç ç 125 )ç Ã25 ¹21Ãé4-Õ5}Ã*,è æD+ 3 +5}* 0%
ù
BLË"M7! ßæ
ô
; %6# A ÄXF0GIË"OEONDJI>O !E© " EFC XF0C0!KJLÊ JLGL!7=J GIHF! Fæ 5 F448 g ( 21Ç21( *,+ -I(0/1/"( 2z3+ (3 4Uê ç - 05 1ç +214
É ¬RO = ËÄE|% E # %
ß-Iç8
-.Ç
É = < Ë"=ÈXF= !E GIBO > Êj>> BO0 MÕHGLOb0R >FGIË"A0!nJLGL0GIË"JLGIË"M} W "E1CX1 C0!g=O R ÜO JL!E N,! "R D% # ! ÄËÄEFC% ç Å |+ ,* 4F448 j( 21Ç ( 2 3 +(3 4 # Á Á % ¤O EFC0!B@A0!BJIË"OE ( -214I3 Ã4 j47//"ç 2 *,48 |-I4 ¤Æ 1Æ 1Æ % É VWH1O "!nJL!E GL!EFM7!= < Ë"=ÈXF= !E GIBO > Êg "E1CX1 C0!g=O R! ,% E ß-Iç8 ÜO JL!E N,! "R D% # ê ç - 05 1ç ¦ç 2¬( + *,ç Å?( *,Ã8U5 F448 ó-.48ç3 21Ã*,Ãç 2g( 2FÇ$+ 21Ç 4-L57*,( 21Ç Ã2z3 ( 2F*ò( 6( - ( -I( (0/"à }ç -ÕÆ 21Ã( D484Å 4Á å Á å % ;;; B!}JLJ7% ÜO JL!E N,! "R È% ë 0JLJL!B= E % W Ë U% H X @% # E GL!B0M7GIË"A !?N,!7 GIXB!UËÄEFRXFM7GIË"OE EFR "O C Ë"JLGIË"MUB!7CB!7JLJIË"O EnN,OBV HFO "!6JL!E GL!E1M7!6! < >öO EF!E GIË" " EFC XF0C !D=O R ! "J7% E ß-Iç8 ê ç - 0Æ 5 1ç nç 2@( +*,ç Å@( *,Ã8 5 F448 D-I48ç3 21Ã*,Ãç 2T( 21Ç6+21Ç 4-L57*,( 21Ç Ã203 )4è 5}*òç 2F4 )484Å 40%
ô ô
Í Í
!7Ê =O B! % ÜO JL!E N,! "R ß-Iç8 W+ -Iç05 F448 ¸#
D% # 1# %
TJIËÄE1CbJLGLO BÊjGLO > Ë"M7JUN,OBU "E1CX1 C0!n=O R ! W R>1GL GIË"O E|% E
z "!7 GLO B ?% !7=@>!BL "!7Ê ?%# # BJIËÄEFC ; EFC ÄË"JIHäVWË"GIHj? ÄËÄE KC B ==B% ¹( -214.3 Ã4 j47//"ç 2 ¹21Ãé4-Õ5}Ã*,è ç Å |+*,4- 8Ã42184 )4 |* 6Â 48 11 2 Ã8(0/ W4 Fç -* # # U7 M GLO ö!B@# #0%
ñò\óyôyõ\öø÷ù\úqûü¡ô¯ó_óU÷RýóhþHÿþCöPþõ\ôy÷\ó
Ú
DGcZQEVZIZQ;F
Í Ð Ì ¡ÌgÊ gÌÊ ¡Ì ÌÞ ¡ÌlÏ /Ú1Ìlú ¡Ì Ô %ÌÑ sÌ ù Ú1ÌlÜ ¡Ì ô Ì sÌgô gØ Ì ô Ý ÌgÞ /á1áâKÍ lÉ í èð ä àÌ G(Ì 1â â1êqì 1â â"ó Ì /á á1ß ÊÔF ÖÉ í è6 í 0ä à à äå,- D æ æ$51Ì 1â/ì "á Ó %Ì > lÏ ¡ÌÊ %ÌÍ Î ÖÝ ô Ì%ô Má11á áCÑ Ø %É í èð ä à å þ%Ì /ó ß â/Ø Mó Mß
GLO "M ! É % HF! Ä 1 U% ; EFC "! ?% Ë"=!EF! ?% j EFC X % BLËÄE G ?% WË"JLGL0R ; % 6O0JL!E ë X ?%F# N,! "R D% GIBLXFM7GIXB!DE1R>!BLN,O B=E1M}!DO N|?R !>!E1R !EFM7Ê " EFC XF0C0!@=O R ! ,% E W-.ç 8 ß + -.ç05 F448 öÁ Á % ë BR ë %# WH1! ËÄB¸GIBA ! ?ËÄE N,OB=0GIË"OEPJL!BA0Ë"M7! ÈX EFR!BJLGLE1R ËÄEFCJI>O E GLE1!}O XFJ JI>!7!7MLH¤% E W-.ç 8 ßæ Fæ 5 F448 $( 21Çn21( *,+ -I(0/1/"( 2z3+ (3 4Uê ç - 05 1ç + 214 F#Á 1#9Á % H X ?% % HF!E 1% W% 6O0JL!E N,! "R È%# ËÄE1CXË"JLGIË"MN,!7 GIXB!}J NO BTVWH1O "!DJL!E GL!EFM7!?= < Ë"=ÈXF=P!E GIBO > Ên " EFC XF0C !=O R ! "J7% E W-.ç 8 ß+-.ç05 F448 ¤# # # %
ñò\ó_ôyõ\öø÷ù\úqûü¡ô¯óyó{÷RýóhþÿaþCö'Pþ\õ\ôy÷\ó
