• Keine Ergebnisse gefunden

Identification in prediction theory

N/A
N/A
Protected

Academic year: 2021

Aktie "Identification in prediction theory"

Copied!
41
0
0

Wird geladen.... (Jetzt Volltext ansehen)

Volltext

(1)  

(2)   

(3)    ! 

(4)    #"$

(5)   

(6) % '& % #()

(7) * +,

(8)  -./   0

(9) % 12  &3 . 4 50687:9;<97>=?4@5:A BDC!EFHGJC!I KMLONPE QSR 9>;T9>UV9;<WYX0Z:Z0Z.

(10) []\ =_^:`ba_=96dcfeg6d50UVhjik68hjlfhnmoa ;<pqo9W9 \ A Wreg6850UVhjik6dhjsohut [ h!vj^06dp=_9>A p8h w ^07xW 96?y{\ z A W ; R `ba 9A|e}6~\ z U \ A 70cjX:0hT€:hTX0Z:Z0Z0h [ 9W 6 \ `b=‚^ \ U^:;ƒ=96 \ A 70p8„ 9p=-^0z AW R 7:9y†e‡^:ˆ R 9>6o‰ ŠŒ‹ Ž:0Z0€0h. ‘.

(11) ’ “–•H—™˜]šœ›82ž™ŸY  x—‚¡ ” Šgq R pdar=_5‚=a ^0A ¢eg6d50UV9pdp8506]lDhMmDa ;<pqo9W 9UV506ka R p£p \ ˆ ˆ 506=hrŠDUV99>;M7068^>=9U \ ;¤=a ^>= a 9¥pda ^0689>Wx=a 9 R W9^k=_a ^>=£;<9W2=_5=_a R p?689>p89>^068`baxq R =aYyx9h Š¦^0;Tpd5¥=a ^0A ™ik68h?§oh w ^0yxy†^0A Wrik68h?vjhn¨¥;T9 R A9©q™^0z `ba=_9>6UV506‡=a 9¥W R pd` \ pdp R 50A¢^0AW =a 9 R 6?`50A p=_6 \ `©= R 4 9ª689>yx^068 p8h. X.

(12) ® « ¬ ! !  ­  ¶ ¯ "j  °©± 

(13) J²]   ­ 

(14) ³ µ´ X0h ‘ m)§oA R 4 968pd^0;$eg689W R `·=_506}h£h]h]h£h]h£h]h¥h£h]h]h£h]h£h]h]h£h]h¥h£h]h£h ‘ X X0h<X [ 9A 9>68^0;n¸$50pdp?¹ \ A `©= R 50Ap'h]h]h£h]h£h]h¥h£h]h]h£h]h£h]h]h£h]h¥h£h]h£hºX0» ¼ "j  °©± 

(15)  ¬  ! ½

(16) ³ µ´ ¯¾ ¿ h ‘ m)§oA R 4 968pd^0;$ŠŒW 9A= RTÀ `>^>= R 50A¢‹`ba 9yx9 h£h]h]h£h]h£h]h]h£h]h¥h£h]h£h ¿ Z ¿ h<X lf9;<^>= R 50A p?„ 9©=Œqo99>A¢eg689W R `·=_^0„ R ; R =ŒÁÂ^0A WrŠŒW 9>A_= RTÀ ^0„ R ; R =ŒÁ h]h¥h£h]h£h ¿‘ ¿ h ¿ à ^:68:5Ä4 à ^:`ba R A9poUV5:6jŠŒW 9A= R<À `>^>= R 50A h£h]h]h£h]h£h]h]h£h]h¥h£h]h£h ¿ » ¿ h<» ÅgÆ 9`©=pD5:Ulf^0A W 5:y R<Ç ^È= R 50Ah]h£h]h£h]h¥h£h]h]h£h]h£h]h]h£h]h¥h£h]h£h ¿0É. ¿.

(17) ŠŒAj=_a R p q5:68¦=a 9g`50A `>9ˆ~=–50U R W9A= R<À `^È= R 50A R p$^0ˆ ˆ ; R 9W R AS=_a 9!=a 9506Áx50U-ˆ 689>W R `©= R 50A h w a R p2^0ˆ ˆ6850^0`baYqo^0p2p \ 70709>p=_9>W{=5 \ p2„ÁÊ5 \ 6‚^0W~4 R p8506ªe}6d50UV9pdp85062lfh–mDa ;<pqo9W 9>h w a R p¥^0A WË5>=_a96kW R 689>`©= R 50A p]50U}689>p89^:68`baË`^0A˄Ì9xUV5 \ A W{^0;Tpd5 R AÎ̓X:ÏTh£ÐÎ9;<;M A 5Äq]A R pD‹a ^0A A 5:A ÑTpg=_a 9>506ÁË5:UÌ=_6d^0A p8y R p8p R 50AY50UÒyx9pdp8^0709>po5Ä4@9>6o^A 5 R pÁÂ`ba ^0A A9;–Ó8Í ‘>É Ï<Ô8h §Dp R A 7o=_a 9kUV6d^0yx9©qo506850Un‹ a ^:A A 50A Ñ<pj`ba ^0AA 9;nyx5-W 9;Ì^2A 9©qÕ`50A`9ˆ =]50U R AUV5068yx^>t = R 50Aª=68^0Ap8UV96t?`^0;<;<9W R W9A= R<À `^È= R 50A‚tÒq^:p R A=_6d5PW \ `9>Wr„Á¢moa ;<pqo9W 9¥^0AWHi \ 9`b R AÍ ‘ Ï<h ŠŒAk=_a 9?`>;T^0pdp R `^0;:=68^0Ap8y R pdp R 50A#yx5-W 9;@^¥p89>A W 9>6$qo^0A=_pn=_5 R A UV5068yÖ^¥689`>9 R 4@9>6–^0„ 5 \ = ^|y'9>p8pd^0709H„Á×pd9A W R A 7J`>5PW9©qo5068W pª5b4 96‚^Y`ba ^0A A 9>;Th w a 9#`ba ^:A A 9;–y'^ÄÁ R A W \ `>9 pd50yx9o96d68506dp–^0AW£=_a 9D7050^0; R p=5‚a ^Ä4@9D^‚;<^068709fA \ yª„ 96–50U!ˆ 50p8p R „ ;<9yx9pdp8^07:9pSp \ `ba =a ^>=q R =_a{p \Ø ` R 9>A=_;uÁÙa R 7:aˈ6850„ ^:„ R ; R =ŒÁY=_a92689`>9 R 4@9>6]pda 5 \ ;<W˄Ì9‚^:„ ;T9o=5HW 9` R W9 q]a R `ba,yx9>p8p8^:709a^0W„ 99>A,pd9A=_hrŠŒA R W 9>A_= RTÀ `^>= R 50A4 R ^r`ba ^0A A9;<pf=_a9'6d9`>9 R 4@96 R p A 5Y;T50A7096 R A=_9>689p=_9>W R AYq]a ^>=‚=a 9#^0`·= \ ^:;–yx9pdp8^0709 R p8Ú?6d^>=_a 9>6ªa 9 R p‚`>50A `9>68A 9>W ^0„ 5 \ =k50A 9¥ˆ ^06= R ` \ ;<^06jyx9pdp8^0709¥^0AWr5:A ;ƒÁ™q^0A=pM=5x-A5bqÛq]a 9©=a 96Ò=a R p?yx9pdp8^07:9 a ^:po5-`` \ 68689>WJ506fA 5>=_h£so5Äqo9©4@9>6–=_a 9£p89>A W 96oW 5P9>pA 5>=ª A 5Äq)q]a R `ba{yx9pdp8^07:9D=_a 9 6d9`9 R 4 96 R p R A=_9>689>p=_9>W R A hjmo;u=_9>68A ^>= R 4 9;uÁ|50A 9f`^0A^0;Tpd5f=a R A250U!p89·4@9>68^0; 689>`9 R 4@9>68pdÚ 50A9UV506]9^:`baÜy'9>p8pd^0709hËÅg^0`ba6d9`9 R 4 96 R p R A=_96d9p=_9WYq]a9©=_a96‚a R pªyx9>p8p8^:709#a ^0p 5-`` \ 686d9WË506¥A 5>=_h w a R p]yx5PW R<À `>^>= R 50AË50U$=a 9'ˆ 6850„;T9>yÝ^0`©= \ ^0;<;ƒÁÜ;T9>^0W pj=_5^|7:9A~t ».

(18) >9 68^0;p85:; \ = R 5:A#`50A`9ˆ = R A™y'^È=_a 9>y'^È= R `p8hÒÐÞa 9>A 9©4 96‡=a 96d9 R p–^ªˆ6850„ ;<9y R A£q]a R `ba =a 92ß \ 9p= R 50A,a ^:pj=5„Ì92^0Apqo9689>WÞàáÐÞa^>= R pS=a 9xp850; \ = R 50A âã)50A 9x`>^0A{^0;Tpd5|UV5:6t y \ ;T^È=_9S=_a 9¥`>50686d9p8ˆ 50A W R A 7 R W9A= R<À `^È= R 50AYˆ 6d50„ ;<9yä„Á{^:p8 R A7]=_a9]ß \ 9>p= R 50Ap්Œp =a 9‚p85:; \ = R 5:AË9>ß \ ^0; =5HhTh<h<âÊã0hoÐ×9ª^0689‚7:5 R A7ª=_5#^0ˆˆ ;ƒÁ|=_a R pkp85:; \ = R 5:AJ`50A `>9ˆ~='5:U R W 9A= RTÀ `>^>= R 50Ax=_5xˆ 689>W R `©= R 50A|ˆ 6850„;T9>y'pdh ŠŒA¥^Ò=ŒÁ̈ R `>^0; ˆ 689>W R `©= R 50A]ˆ 685:„ ;T9>yå^?ˆÌ9>68pd50A?q]a5Da ^:pny'^:W 9g50„ p89>64P^>= R 50ApæçÄèéééè©æ ê ^>=¦= R yx9¦ëfa ^0p$=_5‚^0Apqo96‡=_a9oß \ 9p= R 50A×àáÐÞa ^>= R pæ êì@ç–â ã:h w a 9kp=^06= R A7‚ˆÌ5 R A=k5:U =a 9k^0A ^0;uÁÌp R p?a 96d9 R p‡=_52yx5-W R UíÁ#=_a R pjˆ 6d50„ ;<9yä„ÁJ`>50A p R W 9>6 R A 7'UV506j9©4 96ÁJˆÌ50pdp R „ ;<9 æ,^'ˆ 96dp850A2=_a^>=£^0p8 p#්ŒpMæ êì@ç}îÎæ,âã0h ŠŒA™=a 92UV5068y \ ;<^>= R 50AJ50U!=_a92ˆ 689>W R `·= R 50A{ˆ 685:„ ;T9>y R =xa ^0p–=5H„Ì9ªp8ˆ 9` R<À 9>WÂa 5ÄqÞ=_a 9 W ^È=_^2æçÄèdæï_èééé R p]7:9A 9>68^>=9W h Q ^0p R `>^0;T;uÁJ=_a9689x^06d9=Œq5rW R ÆÌ9>689A=™`^0pd9pdh|ŠŒAH=_a 9 ˆ 6d50„ ^0„ R ; R p= R `p89·=8= R A 7f=_a 9pd9ß \ 9>A `9 R pS709>A 96d^>=_9>W#„Á¢^‚6d^0A W 5:yðˆ685-`9pdp8hÒÐÎ9}q R ;T; „ 9|yx^ R A ;uÁñ`50A`96dA 9W,q R =_a{=_a 9rW 9·=_96dy R A R p= R `Yp89©=d= R A 7|q]a 9>6892=_a 9|p89>ß \ 9A `>9 R p =a 5 \ 70a=D=_5™„ 9ª^:68„ R =_6d^06Á0h w a R p R p¦=_a9ªUV68^:y'9·q5:68r50UÌ=_a9ª^Äq^:68W™q R A A R A 7#ˆ ^0ˆ 96 „Á{¹9W968Ú Ã 968a^b4Ë^:A W [£\ =yx^0AÓd̓~ÏTÔdh?ŠŒAx=a R p?pd9©=8= R A750A9jq R p8a9pM=_5xW 9^:;q R =a ^0;<;!pd9ß \ 9A`9pop R y \ ;u=_^0A95 \ pd;ƒÁ0hom‡= À 6dp=£70;<^0A `9 R =£yx^bÁJ„Ì9¥p \ 68ˆ 6 R p R A 7¥=_a ^È= R U@=_a 9 pd9ß \ 9A`9 R p–^068„ R =_6d^06Á'=_a^>=S=_a9ˆ ^0p=¥`^0AH„ 9a 9>;TˆU \ ; R AHˆ 689>W R `©= R A 7=_a9U \ = \ 689^0p =a 9©Á,^0689ªA 5>=xA 9>`9>p8p8^:6 R ;ƒÁò6d9;<^>=_9>WJ^0A WJpd50yx92`^06d9 R AJW9 À A R A 7ª=a 9‚W 9>p R 689WË7050^:;Tp R p™A 9>`9>p8p8^:6Áh w a9Yˆ 6d9W R `©= R 50AÊpd`ba 9yx9J50A9 R p#;T5-50 R A 7UV506'p8a ^:;T; \ p89'=_a 9|ˆ ^0p= q]a 9>A 9©4 96 R = R pDa9;<ˆ U \ ;<h ŠŒA UV5:68yx^>= R 50AY=a 9506 R p=_p2a ^Ä4 9H„Ì9>9AÜ`5:A `9>68A 9>WO^0„ 5 \ =#ˆ 689>W R `©= R 50AòUV685:yº=a 9£4@9>6Á „ 97 R A A R A 70h w q5 R W9^0p]50U–‹a ^0A A 5:AÂpda ^0;<;}„ 9'A 5>=_9>W hrŠŒAÊÍ ‘ €0ÏMa 9'9p= R y'^È=_9W=_a 9 9>A_=6850ˆÁÂ50UÒ^;T^:A 7 \ ^07:9£„ÁÂ7 R 4 R A 7ˆÌ9>68p85:A p¦q]a 5p8ˆ 9^0‚=_a R pD;T^0A7 \ ^0709]p85:y'9?=_9·ó-= q R =_a{70^0ˆpk^0A WJ^0pd R A 72=_a 9>yð=5Hy'^::9xˆ 689>W R `©= R 50A p¥^0„ 5 \ =2a 5ÄqÖ=5 À ;T; =_a 9270^:ˆ p8h ŠŒA™=a R p–qo^ÄÁY=a 9‚ˆ 968pd50A p \ pd9o=_a 9 R 6o9A 506dyx5 \ p'Ó \ A `50Ap8` R 5 \ pdÔ¥-A5bq];<9W709x50U¤=_a 9 ;<^0A 7 \ ^0709^0AW R = R pSˆ 50p8p R „;T9–=52709©=¥7:5P5-W#9p= R yx^>=_9>p8h?ŠŒAÂÍ ‘ ~ÏTÚ R A pdˆ R 689W„ÁJsD^0709>;ƒt „ ^:68709>68ÚÒa 9ªW 9p R 70A9WË^#ô2õVö÷'ø>ùbú÷õVö@û'ôrúü8ýõVöù8h w a R pky'^:`ba R A9 R pW 9·4@9>;T50ˆ 9WH=_5 É.

(19) ˆ ;<^ÄÁÜ=_a 970^:y'950UDyx^>=_`ba R A 7ˆÌ9>A A R 9p'^070^ R A p=|a \ yx^0AO50ˆ ˆ 50A 9A=p8hþ‹5 R =x=_6 R 9p =5rˆ689W R `·=™a \ yx^0AÂW 9` R p R 5:A p£„ 9©=Œqo99>A|=Œqo5|^0;u=_9>68A ^È= R 4@9p]^>='9·4@96Á{= R y'9 R A p=^0A=_h w a 9fp \ ``9>p8pS5:U-=_a R p}yx^0`ba R A 9 R p¦9·ó̈ ;T^ R A 9>WH„Á2=_a 9fUV^0`©=g=a ^>=rà \ A=_6d^ R A9W ã£a \ y'^:A 50ˆˆÌ50A9A=_pj^06d9kA 5>=]^0„;T9–=52W 68^ÄqÕ`50yxˆ ;<9©=9;uÁË68^0A W50yÿ„ R =_pdhjŠŒA5 \ 6‡=_9>68y R A 50;<507>Á =a 9™y R A WÜ689>^0W R A 7¢yx^0`ba R A 9 R p‚^ À A R =9©tÄp=_^È=_9#yx^0`ba R A 9£q R =_aÜ9 R 7:a_=#p=^>=_9>p8h w a 9 ˆ 6d9W R `©=506?ˆ 689>p89>A_=9W R AYvja^0ˆ~=_9>6?X0h ‘ R p R A2=_a R pgqo^ÄÁË^x„Ì9·=8=_9>6?y R A W|689^:W R A7yx^>t `ba R A 9'^0p R ='5 \ =_ˆ 96dUV5068yxp¥UV506k^0AÁÙp89>ß \ 9A `>9]=a 9x„Ì9>p= À A R =_9·tbp=^>=_9xˆ 6d9W R `©=5068Ú}UV506 =a ^>=™ˆ ^06= R ` \ ;<^06ªpd9ß \ 9A`9h w a9#ˆ 6 R `9™UV506?=a R p8Új^0ˆ ^:6=™UV6850yä=_a9™`5:y'ˆ;T9·ó R =ŒÁÊ5:U =a 9ªpd`ba 9yx9Ú R pg=_a 9]^0yx5 \ A=25:U R AUV5068yx^>= R 50A|yx9yx506 R<Ç 9>WJUV6850yÕ=a 9ªˆ^0p=h]ŠŒAYUV^0`©= =a R p?ˆ 6d9W R `©=506?a ^0p R A À A R =_9]yx9yx506Á0h w a 9g=_a 9>p R p R pS50687:^0A R<Ç 9W™^0p–UV50;<;<5bq]pdhjŠŒA#vja ^0ˆ =_96¦XDqo9 R A_=685-W \ `>9¦=_a 9 À A R =_9·tbp=^>=_9 ˆ 6d9W R `©=^0„ R ; R =ŒÁJ5:Un^0A R A W R 4 R W \ ^:;!p89>ß \ 9A `>9h w a R p R p=a 9y R A R yx^0;Ì^0pÁÌyxˆ~=5>= R `k689>;ƒt ^>= R 4 9™UV6d9ß \ 9A`©ÁÎ50U–ˆ 6d9W R `©= R 5:A96d68506dp£yx^0W 9„ÁJ=_a 9„Ì9>p= À A R =_9©tÄp=^>=_9ˆ 689>W R `·=_506 UV506=_a ^È=?p89>ß \ 9A `>9h?m׈ 6d9W R `©=506¤=_a ^È=?^0`ba R 9©4 9pn=_a R p҈ 968UV5:68yx^0A `>9jp R y \ ;u=_^0A95 \ pd;ƒÁ UV506£^0;<;¦pd9ß \ 9A`9p R AY=_a 9™;T50A7¢6 \ AÊÓ =_a R pDq R ;<;–„ 9#`^0;<;<9WÜ^ \ A R 4 968pd^0;Sˆ 6d9W R `©=5068Ô R poW 9·4@9>;T50ˆ 9W R A¢‹ 9>`©= R 50AJX0h ‘ h£‹ 9`·= R 50AJX0h<X™W 9>^0;Tp}q R =a™=_a 9£709A 9>68^0; R<Ç ^>= R 50AJ5:UÌ=_a 9 ˆ 6d50„ ;<9yä=_5|709A968^:;¦;<50p8p£U \ A `·= R 50A p8hŠŒA,vja ^:ˆ~=_9>6 ¿ qo9#„ 97 R Ar=5'qo5068Ë5 \ =]=_a 9 A 9·qð^0ˆ ˆ 6d50^0`ba¢5:U R W9A= R<À `^È= R 50A R A¢ˆ 689>W R `©= R 50A¢ˆ6850„ ;<9yxpdh?ÐÎ9ªW 9 À A 9D=a 9 À A R =_9©t p=_^>=9 R W 9A= RTÀ ^:„ R ; R =ŒÁ#50U^Dpd9ß \ 9A`9hjmD`©= \ ^0;<;ƒÁ¥qo9–W R p= R A 7 \ R pda2a 96d9$=Œqo5ß \ ^0A= R = R 9>p =a 9‚p=6850A7 R W 9>A= R<À ^0„ R ; R =ŒÁò^0AW=_a 9 R W 9>A_= RTÀ ^0„ R ; R =ŒÁ¢q]a R `ba{W R Æ 96 R A™=a 9Dqo^bÁa 5Äq 6d9p=6 R `©= R 4 92=a 9#W 9 À A R = R 50A px^06d9#W 50A 9>h w a 9A¢qo9Hp8a 5Äqð=_a ^>=ª=_a 9 \ A R 4 96dp8^0;jˆ 6d9©t W R `©=506S=_a ^È='^>=8=^ R Apj=a 9 À A R =_9·tbp=^>=_9'ˆ 6d9W R `©=^0„ R ; R =ŒÁO`^0AË^0;<p85r„Ì9 \ pd9Wr=5W 96 R 4 9 ^ \ A R 4@96dp8^0; R W 9>A= R<À `^>= R 5:AHp8`ba 9>y'9'Ó‹ 9`·= R 50A ¿ h ‘ ÔdhS¹ \ 6=a 96dy'5:689}qo9`>50yxˆ ^0689g=_a 9 A 9·qA5>= R 50A50U R W9A= R<À ^0„ R ; R =ŒÁË50U^2p89>ß \ 9A `>9fq R =_a‚=_a9kˆ 689>W R `·=_^0„ R ; R =ŒÁË^:A WW 96 R 4 9 6d9;<^>= R 50A p2„ 9©=Œqo99>AË=_a9p89Hß \ ^:A_= R = R 9>p¢Ó‹ 9`·= R 50A ¿ h<X0Ô8h w a 9H^0A ^:;ƒÁÌp R px50U?^{p8ˆ 9` R ^0; `>;T^0pdpj50U À A R =_9·tbp=^>=_9kyx^0`ba R A 9>p8Ú=a 9 à ^06d:5Ä4Jyx^0`ba R A 9>p8Ú$9A ^:„ ;T9>p \ p‡=_52pda 5ÄqÛ=a ^>= ^0pÁÌy'ˆ =_5>= R `>^0;T;uÁHp=_6d50A 7 R W 9A= R<À ^0„ R ; R =ŒÁH^0A W R W 9A= R<À ^0„ R ; R =ŒÁH`5 R A ` R W 9]Ó‹ 9`·= R 50A ¿ h ¿ Ô8h €.

(20) à È5 = R 4^È=_9WY„_Á=a 9 R W 9A= RTÀ `>^>= R 50A™=a 9506ÁÂUV506D`ba^0A A 9>;Tp–q]a 9>689D=a 9]`50A p R W968^È= R 50A 50U‡68^0A W50y RTÇ 9WJ`5-W 9>po„ 6d5 \ 70a=2^™„ R 7™^0W~4P^0A=_^07:9?qo9‚^0A ^:;ƒÁ Ç 9f=_a 9£9Æ 9`©=p50UÒ6d^0A~t W 5:y R<Ç 9>W À A R =_9©tÄp=^>=_9kyx^0`ba R A 9>pjUV506 R W 9A= R<À `>^>= R 50A h?ŠŒAH‹ 9>`©= R 50A ¿ h<»oq9kpda 5ÄqÛ=a ^>= ^0pÁÌy'ˆ =_5>= R `>^0;T;uÁË68^:A W 50y R<Ç ^>= R 50ArW 5-9p?A 5>= R A `>689^:p89f=a 9¥ˆÌ9>68UV506dyx^0A `9¥a 9>689>h. .

(21) ÐÎ9£^:p8p \ y'9?=_a ^È=f=a 96d9 R pf^ À A R =_9]A \ yª„ 96D50U‡ˆ 50pdp R „ R ; R = R 9pUV506Ò=a 9£5:„ p89>64P^>= R 50A p yx^0W 9¥^>=£9>^0`ba'= R yx9 R A p=_^0A=h w a 9>689>UV50689jq9jqo5068ª=a 685 \ 70a 5 \ =?=a 9?=a 9p R pMq R =_aY^ À A R =9]^:;Tˆ a^0„Ì9·=   î 0Zèééé>è   ‘  50Up R<Ç 9  )X0h w a9£pd9©=25:U^0;<; q5:68W pf50U‡;<9A7>=_ a R pfW 9A 5È=_9WY„_Á 

(22) h}ÐÎ506dW pD5:U ;<9A 7È=_ a O^:689kW 9>A 5>=_9>WY^0p æ

(23) î Ó æçÄèééé>èdæ

(24) Ô  

(25) é w a 9xpd9©=50U}^0;T; R A À A R =9'pd9ß \ 9>A `9>p‚50U};T9·=8=_9>68p¥UV685:y  R p¥W 9A 5È=_9W˄Á  ^:A WÂ^ =ŒÁ̈ R `^0;$9>;T9>y'9>A=‚50U   q R ;<;n„Ì9¥W 9>A 5>=_9>W|„Áæ     h mOW 9©=968y R A R p= R `?ˆ 689>W R `©=_5:6¤q R =a R A À A R =9jyx9yx506Á R pM^UV^0y R ;uÁJÓ ·ê3Ô3ê @ç‡50UU \ A`©= R 50A p ·êDc  ê @ç   h¢ŠŒU‡æ ê @ç a^0p£„ 99>A50„ pd964@9W,^>=£= R yx9¥ë2p85|UV^06j=_a 9>A ·êµÓ æ ê @ç Ô R p =a 9‚ˆ 6d9W R `©=9WË;T9·=8=_9>68h w a 9xˆÌ9>68UV506dyx^0A `92`>6 R =_9>6 R 50AJUV506^Hˆ 6d9W R `©=506k50U!=_a R pkUV506dy R pÒ=_a 9¥^0pÁ¤yxˆ~=5>= R `]689;<^>= R 4 9£UV6d9ß \ 9A`©ÁË50Uˆ 689>W R `©= R 50A|9686d5068pdc ‘

(26) ê @ç Ô8Ô8è Ó æ Œ ê  è ·  µ ê Ó æ. ê @ç  q]a 9>689 Ó æè Ìԙî”Z R U–æÞ î  ^0A W Ó æè ÌÔ™î ‘ R U¦! æ " î )Ó R p¥=a 9rso^0yxy R A7   W R p=^0A `> 9Ô8h .

(27) ŠŒUÌ=a 9ªpd9ß \ 9>A `9 R p}=a 5 \ 70a=D=_5™„ 9]^0A¢^06d„ R =68^06Á R AW R 4 R W \ ^0;p89>ß \ 9A `>92p850yx9ª`>^0689 R A,W 9 À A R A 7=a 9 \ A R 4 96dp8^0;¦ˆ 689>W R `·= R 50A,ˆ6850„ ;<9y a ^:p?=5Y„ 99>y'ˆ;T5ÄÁ@9>W h{¸$9©=$#&% 'Ó ©ê3Ô ê @ç(c ·êc  ê@ç)   „ 9!=_a 9g`>;T^0pdp$50UP^:;T;W 9·=_9>68y R A R p= R `¦ˆ 6d9W R `©=5068pdhS¥„ p89>64 9 =a 9¥UV50;T;<5Äq R A7¥=Œqo5UV^:`©=_pdh ‘ h]¹506g9·4@96Á R A W R 4 R W \ ^0;¤pd9ß \ 9>A `9SæçÄèdæïèééé~=_a9689 R p¦50A 9Dˆ 689>W R `·=_506Ó·ê3Ô3ê@ç #Üq]a R `baËyx^0~9pA5#96d68506dp^>=ª^0;T;UV506g=_a ^>=‚p89>ß \ 9A `>9Ú·êµÓ æ ê@ç ÔSîñæ êSUV506o^0;<; *ë  h X:h]¹506j9·4@9>6Áˈ 6d9W R `©=506‚'Ó ·ê3Ô3ê @ç +#=a 96d9 R pf^xp89ß \ 9>A `-9 æ, ç8.è æ, ïèééé¤UV506‡q]a R `ba =a R pˆ 6d9W R `©=506™yx^0~9p9686d5068p^>=|^0;<;M= R yx9 R A p=_^0A=p8h)‹ \ `ba×^Ëp89>ß \ 9A `>9 R p W9 À A 9>W R A W \ `·= R 4@9>;ƒÁ„/ Á æ , 0ê %1ær, q R = a / æ, & î ·êµÓ æ , ê @ç Ô?UV506j^0;<;*ë  h w a 9>689>UV50689¦=a 9pd9^06d`barUV5:6¦^ \ A R 4 96dp8^0;!ˆ689W R `·=_506=a ^>=¥UV5:6¦^0;<; p89ß \ 9>A `9>p R pSA 9>^068;uÁ ^0p?705-5-WH^0pÒ=_a 9¥„ 9p=£ˆ 6d9W R `©=506?UV68501 y #ÊUV506‡=_a ^È=ªˆ^06= R ` \ ;T^:6jp89ß \ 9>A `9ª`^0A A5>=]„Ì9 p \ ``>9p8pdU \ ;<h w 5k^Ä4@5 R W=_a 9>p89‡=6 R 4 R ^0; R = R 9>p!q9‡q R ;T;689p=_6 R `·=M=_a 9S`>;T^:p8p #|=_5kpd50yx9S`;<^0pdp #32546# R A¢^#689>^0p85:A ^0„ ;<9Dqo^bÁ,^0A W'=_a 9>A™=_6Á=5#^0`ba R 9©4 9o=_a 9£ˆÌ9>68UV506dy'^:A `9‚5:UÌ=_a 9 „ 9p=Hˆ 6d9W R `©=506ªUV6d507 y #82áh w a R p‚`;<^0pd9p #82$q R ;<;–„ 9W9A 5>=9WÜ^0p£`50yxˆ ^:6 R p850A`>;T^:p8p8h Q \ =2A 5>= R `>9o=_a ^È=_ڇ„ 9`>^ \ pd9‚50UMX0h<ÚÒ9©4 96Á܈ 6d9W R `©=506UV685:: y # R p¦4 96Á܄ ^0WJUV5:6op85:y'9 pd9ß \ 9A`9pdh w a9689>UV50689Mqo9f`>^0A A 5È=oa50ˆÌ9Ò=5 À AW^ \ A R 4@9>68pd^0;̈689W R `·=_506 R ;A #}h w a R p W R Ø ` \ ;u=ŒÁ R pf^Ä4 5 R W9WY„ÁË^0;<;<5bq R A 7k=_a 9¥ˆ 6d9W R `©=5068pM=_5x„ 9¥68^0A W50y RTÇ 9W h ¸$9©= \ p£A 5Äq W 9pd`6 R „ 9#a 5Äq q9™689p=_6 R `·=ª=_a9™`;<^0pd9p #¦h w a 9`50yxˆ ^06 R pd50A`>;T^0pd9p # 2 =a ^>=jqo9 \ pd9Sq R ;<;$„Ì9–=a 9¥`;<^0p8pf50U^0;T=; <ö@?õ >Aù @CBD>Eú > ù F ø>ùb÷õ©Gü >'HIø Bbh  ½  K« J m À A R =9©tÄp=_^È=_9]ˆ 689>W R `·=_506 R p?^k=6 R ˆ ;<9#MÓ Lè NÌè OÌÔS`50Ap R p= R A 750U L î ‘ èéééÈèP  ^ À A R =_9¥p89·=£50Up=_^>=9pbè. N#c.LRQ   ñL ^xA 9·ó-=dtbp=_^>=9]U \ A `©= R 50Aè OcSL   x^ ˆ 689>W R `·= R 50Ar6 \ ;<9h Ž.

(28) Dm A À A R =_9·tbp=_^>=9ªˆ 6d9W R `©=506}qo5068 pD^0pDUV5:;T;<5Äq]p8h¥m‡=D= R yx9fë R =ªˆ 6d9W R `©=p}=_a9f4P^0; \ 9£5:U æ êì@ç?W 9ˆ 9A W R A 7'50A R =p?` \ 6d689A=ªp=^>=_9UTµê}„Á æ V êì@ç}R î OMÓ Tµê3ÔÄé w a 9>A'æ êì@ç R p?6d9©4@9>^0;<9W¢^0AW2=a 9¥yx^0`ba R A 9£`ba^0A 709>p R =_p?p=^>=_9S=5 Tµêì@çMWî N‡Ó Tµê3èdæ êì@ç8Ô ^0`>`506dW R A 7¥=5=_a 9¥A 9·ó-=dtbp=_^>=9]U \ A `©= R 50Ah w a 9¥pdˆÌ9>` R<À `¥;T^0„ 9;<p?50U =_a 9kp=_^>=9p?W 5xA 5>=ky'^È=8=_9>68ÚP=a 96d9UV506d9Sq9¥^0pdp \ yx9Sq R =a 5 \ = ;<50p8p–50Un709A968^:; R =ŒÁ™=a ^>=k^È=S=_a 9o„Ì9>7 R AA R A7o=_a 9yx^0`ba R A 9 R pS^0;uqo^bÁÌp R AHp=^>=_9 ‘ Ú R hT9>hTÚ TYXfî ‘ h ŠŒAÂ=a R p£q^ÄÁ0Ú R *U N ^0A WÂæ

(29) ^06d9Y7 R 4@9>A Ú¥^p89>ß \ 9A `>Z 9 TIXè T ç8èééé>è T

(30) @ç5:Up=^>=_9>p R p 709>A 96d^>=_9>W h?¹506‡=_a R pÒq9 \ pd9j=a 9¥UV50;<;T5Äq R A 7^:„ „ 689·4 R ^>= R 5:A p8h  ½  [¯ J ŠŒU0æ

(31) ^0A W2^A9©ó =8tÄp=_^È=_9SU \ A`©= R 50\A N'^06d9–7 R 4@9>A'^:A W TYX_è T ç8èéééè T

(32) @ç R pÒ=_a 9¥709>A 96d^>=_9>W|p=_^>=9]pd9ß \ 9>A `9D=a 9Ar;<9©= ] æ

(33) _^ Tèd3æ `8% ^ ëHac Tµê$&î Tèdæ êì@çgîÎæ  ^ è ] æ

(34) ^ 3æ `8% ^ ë#cgæ êîOæ  ^ è ] æ

(35) _^ Tb`8% ^ ë#ac Tµê$&î T  ^ é w a 9kpÁÌyª„ 50;TpjUV5:6=_a 9>p89k`>5 \ A=_pjW 52A5>= R A W R `^>=9–=_a 9W9ˆ 9A W 9>A `9]50Aª=a 9p8ˆ 9` RTÀ ` A 9·ó =8tbp=_^>=9U \ A `·= R 509A Nr„ \ = R =kpda 5 \ ;<W^0;ƒqo^ÄÁÌpj„Ì9`>;T9>^06SUV6d50y)=a 9`>50A=_9©ó =jq]a R `b9a N R p?y'9>^0A=_h ÐÎ9#`^:A^0;<p85J^0;<;T5Äq ˆ 6d50„ ^0„ R ; R p= R `Hˆ 689>W R `©= R 50AÜ6 \ ;T9> p O¤Ú R hT9>hTÚq9Hpd9;<9`©= æ V êì@çª6d^0A~t W 5:y';uÁxq R =aH689>p8ˆ 9`©=–=_5ª^ª`50A W R = R 50A^0;̈6850„ ^:„ R ; R =ŒÁ¢W R p=6 R „ \ = R 50AÚ¤7 R 4@9>c A TÈê3h w a 96d9 ^06d92^0;uq^ÄÁÌp£5:ˆ~= R yx^0;ÒW 9·=_96dy R A R p= R `ˆ 689>W R `©= R 50AË6 \ ;<9p¥yx9^:A R A7x=a ^>= R U$=a 9xA 9©ó =8t p=_^>=9¦U \ A`©= R 50(A N2^0A W?=_a 9 R A R = R ^0; p=^>=_d9 TYX–^06d9 À ó¤9>WD=_a9AªUV5:67 R 4@9>Aoæ

(36) ^oˆ 6d9W R `©= R 5:A 6 \ ;T9o=a ^>=xy R A R y R<Ç 9>pS=_a 926d9;<^>= R 4@9xUV689>ß \ 9A `·Áò50Ugˆ 6d9W R `©= R 50AË96d68506dpk50U!=_a 9 À A R =_9©t p=_^>=9]ˆ689W R `·=_506 R pfW9©=_9>68y R A R p= R `ª^0AW|7 R 4@9>A|„Á OMÓ T_Ôgî æV ÚPq]a 9>689 æV yx^>ó R y R<Ç 9>p ] æ

(37) _^ Tèd3æ `j5Ä4@9>6D^:;T;eæ   é ÓX0h ‘ Ô ‘Z.

(38) w a R Òp 50ˆ = R y'^:;P6 \ ;T9¦UV506 À óÌ9W\NxW 9>ˆÌ9>A W pM50AD=a 9q]a50;T9¦p89>ß \ 9A `>9gæ

(39) ^0A W R A‚7:9A 9>68^0; `>^0A A 5>=„Ì9DW 9©=96dy R A 9>W2q]a R ;<9¦=_a9W ^>=^ª^06d9o50„ pd964@9W506dÚ¤^0p$q9op8a ^0;<;¤`>^0;<; R =_Ú R A#^ pd9ß \ 9A= R ^0;qo^ÄÁh w a 9k„ 9p=]ˆ689W R `·= R 50A6 \ ;<9kyx^bÁ¢W 9ˆ 9AW|50Aª=a 9–q]a 50;<9kp89>ß \ 9A `>9 „ \ =^0AÁ q^ÄÁÊUV5:6ª9^:`baÜp89ß \ 9>A `92=_a9689 R p‚^Y„Ì9>p= À A R =9©tbp=_^>=9#ˆ 6d9W R `©=5062^0A W^:;ƒt =a 5 \ 70a R =k`>^0A A 5È=¥„Ì9oW 9©=968y R A 9Wrp89>ß \ 9A= R ^0;<;ƒÁ R =Sq R ;<;¤p89>64 9 \ pS^0pS^2`>50yxˆ ^06 R p85:A UV506j5 \ 6jp89>ß \ 9A= R ^0;ˆ 689>W R `·=_506dp8h mDˆ ˆ ;uÁ R A 7k=_a 9k5:ˆ~= R yx^0;!6 \ ;T9>Ún^0pjW 9pd`6 R „ 9W R AÂÓX:h ‘ ÔdÚP=_5=a 9kp89>ß \ 9A `>9Dæ

(40) Á R 9;<W pD^ UV6d^0`©= R 50A50Uˆ 6d9W R `©= R 50A|96d68506dpf9>ß \ ^0;=_5 ‘ g ]

(41) ^

(42) fKgÓ æ è N 8Ô % @ç æ Tb`0×yxibjI^>k ó  ] æ

(43) ^ Tèd3æ `  é h  ½  [¼ J w a9 Pl@CBD>Eú > Aù @mF ø>ùb÷õ©Gü >Eú n8?õ o ?õ >qprH?sMæ

(44) #R p?7 R 4 9A|„_Á fKgÓ æ

(45) Ô8%ðy R A fKgÓ æ

(46) è?NÌÔ8è. tujIvSw. q]a 9>689xyg R pÒ=_a 9¥pd9©=ª50U^:;T;0P)z k z|{ g A 9©ó =dtbp=^>=_9¥U \ A`©= R 50A pdh  ½ Ê® J w a9™úBYp ôaF[>'HE> õ©ü\Pl@CBD>úE> ù)F ø>ùb÷õ©üG>úEn8õ?o õ?>qp}H?sgæ  R ?p 7 R 4@9Ar„Á fKgÓ æ  Ô[%Ö; R yÎp \ ˆ fKgÓ æ

(47) Ô8é.

(48) S~  \¤

(49) +€ «‚J vj50A p R W 9>6g=a 9¥p89ß \ 9>A `9Dæ  îåZ ‘ Z ‘ Z ‘ Z ‘ éééíh w a 9>A|`>;T9>^068;uÁcfç_Ó æ  Ôgî ï ç ^0A W fï Ó æ  Ô}îþZ0h  ½ „ƒ J w a9 <ö@õ?>ùA@CBD>úE> ù) F ø>ùb÷õ©üG> úE8n õ?o õ?>qprH?Ms æ  R p?7 R 4@9A|„Á ff Ó æ  Ô[% g ; ~R y  fKg Ó æ  Ô8é w a 9f; R y R = R A'ik9 À A R = R 50A É ^:;ƒqo^ÄÁ¤p¦9©ó R p=_p}„ 9`^ \ p89)fKg Ó æ  Ô R pgyx50A 5>=50A R `^0;<;uÁrA 50A~t R A `6d9^0p R A7 R A}MP h ‘0‘.

(50) †}‡Gˆ ’. ‰œ—‹ŠAŒx Žª›’‘6n2ž‹Š_“g¡˜r. ŒŠ A{=_a R p™pd9`©= R 5:A Ú¥„ ^0p89>W×50A{=_a 9|689p \ ;u=_p#50Uo¹ 9>W 96dÚ Ã 9>68a ^Ä4þ^0A W []\ =_yx^0AåÓ8Íu0Ï<Ô8Ú qo9xˆ 689>p89A=™^|pd; R 70a=_;uÁÙ709>A 96d^0; R<Ç 9>Wˆ689W R `·=_506j=_a ^È='^>=8=^ R Apj=a 9 À A R =_9·tbp=_^>=9ˆ 6d9©t W R `©=^0„ R ; R =ŒÁ™UV506^:;T;-„ R A ^06Á™p89>ß \ 9A `>9pdh w a9 À 68p=jyx^ R A‚p=9ˆ R p =5W 9©4 9;<50ˆ2^ˆ 6d9W R `©t =506}=a ^>=x^>=d=_^ R A pg=_a 9 ‘ tÄp=^>=_9£ˆ 689>W R `·=_^0„ R ; R =ŒÁ \ A R 4@96dp8^0;<;uÁÚ R hT9>hTÚ¤=a 9‚ˆ 6d9W R `©=506a ^0p =5`50yxˆ 9©=9SUV506‡9>^0`ba2p89>ß \ 9A `>9Òq R =ao=_a 9S„ 9p=?`5:A p=^0A=?ˆ 689>W R `©=_5:68hS \ 6ˆ 689>W R `·=_506 qo5068 pf^0pjUV50;<;T5Äq]pdcDm‡=?= R yx9jë R =]ˆ 689>W R `·=_p Xu˜ï –<— .ì — Ô  i • R R R z q _ = | a. ˆ 8 6 : 5. „ 0 ^ „ ; Œ = Á  P “ µ ê Ó  ”  Z è  ê : ì æ V êì@ç[% ‘ è R q =_a|ˆ 685:„ ^0„ R ; R =ŒÁ “PêµÓ ” i ê• ì:z Cç ˜ï –<— .ì — Ô q]a 9>68š9 ™‹›þZ R p?^`>50A p=^0A=£^0A W Zç è Zç œ‹ž ï ç „Ÿ3çê ç ç “êb'Ó œ8Ô % ˜ï‘   • Ó œ- ï 0Ô ¡ ï è ï ç ¢Ÿ38ê œZ ‘ï ¡¢Ÿ ê è ï ¡¢Ÿ3ê3ž&œ‹ ^0AWå'Ó Ÿ3ê3Ô3ê SX R p'^{p89>ß \ 9A `>9¢50Ufˆ ^068^:y'9·=_9>68pkq R =¢ a Ÿ39ê › Z#=_a ^È='q R ;<;f„ 9p8ˆ 9` RTÀ 9>W ;<^>=_9>68h ¸$9©= f?V Ó æ

(51) Ôk„ 9=_a 9x9·ó¤ˆ 9`·=_9>W,UV68^:`©= R 50A{50U}96d68506dp]yx^0W9'„Á¢=a R p£ˆ 6d9W R `©=506¥50A#=_a 9 pd9ß \ 9A`9Dæ

(52) h w a 9™UV50;T;<5Äq R A7™=_a 9>50689>y pda 5Äq]po=_a ^>= ffV Ó æ

(53) Ôª^:ˆ ˆ 685:^0`ba 9\p fç_Ó æ

(54) Ô \ A R 4@9>68p8^:;T;uÁ UV506 ^0;<;!pd9ß \ 9A`9pdh £ * -+ ‚« J¥¤ Gù >‚™¦›å‚Z § ¨Høú©ö pªB Yù «A¬!ù8öübù¦æ

(55) ­0Zè ‘ 

(56) úö(÷ sH®ø Ÿ ê‡î uï ¯ êç ì:˜ï — ?õ >nKý HEo ÷ B ffV Ó æ

(57) Ô Wfç_Ó æ

(58) 5Ô ¡¢°çqÓ Òè ™ÔÄè ÓX0h<X0Ô ± ý ù8ø>\ù °çMÓ Mè ™Ôg&î ²™Ó ¯ ç

(59) ÔÄé ¨K¬P³ø > ý ù8øµô HøAù ´KsHø'ú©ö pªB Yù «A¬¤ù8öübù}æ

(60) 0Zè ‘ 

(61) úö(÷ sHø'Yü H©ö BD> ú3ö >0Ÿ3ê î ŸA´MUZ ž&Ÿ)ž ï ç ´M?õ >nKý HEo ÷ B ffV Ó æ

(62) )Ô WfçÓ æ

(63) 0Ô ¡ Cç :  ˜ï   ¡WµnqÓ Òè Ÿ8ÔÄè ÓX0h ¿ Ô ± ý ù8ø>aù µnqÓ Òè Ÿ8Ôg î ²™?Ó ¶|·C

(64) ¸

(65) ÔÄé ‘X.

(66) ‘. º. ïç. »» ». »» ». »» ». »» ». »» ». »» ¡ Ÿê ï ç ¢Ÿ3ê ï ç ¢. ¼# +Â

(67)  «‚J. “ê. ‘. ¹. ¹ R 7 \ 689¥X0h ‘ c w a 9]U \ A `·= R 50A}“ê. ‘ h]m A^>= \ 6d^0;n`ba 5 R `9]50U8“#î“êg`5 \ ;TWra ^Ä4@9]„ 99A Zç èœZž ï çç è œ{î ï “‡Ó œÔMî ï‘ 6 è œZ› ï ç é  w a R p?yx9^0ApMqo9]W 5xy'D^ ½©506 R =ŒÁ#4@5È= R A 7x^0A Wr50A ;uÁ R U=a 9¥A \ yª„ 96f50U5:A 9pj^0AW Ç 96d50p R p™9ß \ ^0;¦qo‹ 9 ¾ R ˆÊ^ÜUV^ R 6#`5 R A h Q \ =™=_a R p R p™ˆ 6850„;T9>y'^È= R `JUV506#p85:y'9 pd9ß \ 9>A `9>p8Ú¤9>hT7:hTÚæ

(68) îþZ ‘ Z ‘ éééµZ ‘ Z ‘ 8h fç_Ó æ

(69) Ôgî ï ç „ \ =M=_a9fˆ689W R `·=_506!qo5 \ ;<W yx^0~9‚ .É ¿ 9>68685:68p8h w a 9‚6d9^0pd50AJUV506}=a R po70^0ˆY; R 9p R A™=_a9ªUV^0`·=o=_a^>Z = ” i ê• ì:z Xu˜ï –<— .ì — `>50A4@9>68709>pDUV6d50yä^0„ 5Ä4@9S=_5 ï ç q]a R `ba R p?^'W R p8`5:A_= R A \ R =ŒÁˆÌ5 R A=]508U “Ìh w a \ p R = R p?`6 \ ` R ^0;=_5xyx^0~®9 “¢`>50A= R A \ 5 \ p8h X:h]Š =gqo^0p–pda 5Äq]A R AJÍu0Ï0=_a ^>=g=a 9D`>50A4@9>68709>A `9k6d^>=_9?50_U ²#Ó ¯ ç

(70) Ô R p}„ 9p=oˆ 50p8p R „ ;<9h ¿ h]mDpDyx9>A_= R 5:A 9WJ„ 9UV506d9 R = R po9>p8pd9A= R ^0; =a ^>=f=_a 9 \ A R 4@9>68pd^0;҈ 6d9W R `©=506 R po6d^0A~t W50y RTÇ 9W h w a 9>689 R p?A 5'W 9©=96dy R A R p= R ` \ A R 4@96dp8^0;$ˆ 6d9W R `©=5068h ‘>¿.

(71) ²]!&‚& £ *   + «‚À ¥„ pd964@9£=a ^>=fç_Ó æ

(72) 

(73) ç y R A© ] æ

(74) ^ ZE`Äè ] æ

(75) ^ ‘ `  W 9©t ˆ 9A Wp–50A ;uÁ|50A]=a 9}=ŒÁ̈ 9o50U-=_a 9Dp89ß \ 9>A `9Sæ

(76) Ú =a ^>= R p¦50A]=a 9}=5>=_^:; A \ y£„Ì9>6–50U¤Z0ÑTp ^0AW ‘ Ñ<p R AH=_a9'pd9ß \ 9>A `9>h¢¸$9©= \ p]p8a 5Äq À 6dp=¥=_a^>='^0yx50A 7r^0;<;Mp89ß \ 9>A `9>p‚50Un=_a 9 pd^0yx9j=ŒÁ̈ 9?=a 9¥50A 9¥UV506‡q]a R `baY5 \ 6jˆ 689>W R `©=_5:6fˆ 96dUV5068yxpÒqo5068p= R p ï ” i z Cç – ” i z Xu–à ” i z Cç – æ Á

(77) % Z ‘ Z ‘ éééµZ ‘ Z0Z}ééé>Z:Z ÓX0h<»0Ô q]a 9>689jq9¥^0pdp \ yx9jq R =a 5 \ =£;<50p8pf50U709A968^:; R =ŒÁH=_a ^È= ] æ

(78) Ä^ EZ ` ] æ

(79) _^ ‘ `8h ¹506D^rpd9ß \ 9>A `9'50Ugp850yx927 R 4@9>A=ŒÁ̈ 92`50Ap R W 96S=_a92p89ß \ 9>A `9'50Ug^0„ pd50; \ =_9xW R ÆÌ9>6t 9>A `9>9p ÅM(ê % ^ ] æ ê ^ .Z `) ] æ ê ^ ‘ ` ^ h w a 9­ A ŐXHîºZ¢^0A+ W Å

(80) î ] æ

(81) _^ .Z `l ] æ

(82) Ä^ ‘ `8hHÐ×9 `>^0AË=a R AÜ50U}=a 9pde 9 ÅMê£^:p'p=_^>=9p R AÙ^,p=_^>=9rW R ^07:68^0yxhå¸$9©= \ p'`^:;T;?^ˈ ^>=8=96dA 'Ó ÅMêD î Æ è ÅMêì@ç¥ î ÆÇ¡ ‘ è ÅMêì:ï™ î ÆԙÓUV506¥pd50yx9 R A_=9709>Ç6 ÆÔ]^0¦ A ¬bF ± úø>È ÷ oMHGH?FÜ^0AW p R y R ;T^06d;ƒÁË^YE÷ H ± ö ± úø>$÷ oMHGH?FJ^:pª'Ó ÅMê î Æè ÅMêì@ç}É î Æ ‘ è ÅMêì:ïD î ÆÔdhDŠŒUÌqo9]`ba ^0A 709 ^0A \ ˆqo^068W|;T5-50ˆ R A_=5^xW 5Äq]Aqo^068W¢;<5-50ˆ‚=_a R p?`506d689pdˆÌ5:A W pM=_5x`ba ^0A 7 R A 7'^>=£p85:y'9 ˆ 5 R A_=#50U=a 9#p89>ß \ 9A `>9H^¢Z ‘ R A=_5J^ ‘ Z¢506j4 R `>9£4@9>68pd^0h‹ 5=a R p‚50ˆ 968^È= R 50A,W 5-9p A 5È=]`ba ^0A 709S=a 9S=ŒÁ¤ˆ 9¥50U@=_a 9¥p89>ß \ 9A `>9ª„ \ =ª^:pMqo9¥p8a ^:;T;npda 5Äq A 9©ó =?=_a9]9·ó̈Ì9>`©=_9>W A \ y£„Ì9>6D50U96d68506dp?y'^:W 9¥„_ÁJ5 \ 6?ˆ 689>W R `©=_5:6 R p R A`689>^0p89>W h mDp8p \ y'9 À 68p==a ^>= ] æ ê ^ EZ `-› ] æ ê ^ ‘ `8håik9A5>=_92=_a 9r9©ó̈ 9`·=_9WÊA \ y£„Ì9>6#50UD9686d5068p R A ` \ 68689>WY^0;<50A 7x^0A \ ˆqo^068W|;T5-50ˆ„Á ê ê œ}% ‘ ¢“ê ] æ ë^¡OEZ `0X¡Z™ ™ ¡W“êì@ç ] æ ë^¡OEZ `ÄX¡¦™$™;¡ ¡ ‘ ‘ ^0AW2=a 9¥9©ó̈ 9`©=9W¢A \ y£„Ì9>6D5:U9>68685:68p R A` \ 6d689W|^0;<50A 7x^xW 5Äq]A_qo^06dWY;<5P50ˆr„Á Ê %˓Pê ] æ ë[ê ^¡ÎEZ `ÄX¡Z™ ™ ¡ ‘ „“êì@ç ë[] æ ¡Îê ^ XEZ ™;`Ä¡¦¡ ™ ‘ é Ì 5bqÛq9]`5:A p R W 96Ò=a 9¥W R Æ 96d9A `>9 ê ê ê œ- Ê &î “Pêì@ç ] æ ë[^¡Î.Z `ÄX¡¦™;™$¡ ¡ ‘ ‘ ¡¢“Pêì@ç ë[] æ ¡O^ XEZ ™$`Ä¡Z¡ ™ ‘ ×EX “Pê ] æ ë8^¡Î.Z `ÄX¡¦™ ™ é ¹506‡=a 9¥^0687 \ y'9>A=_p R A2=_a9]9>ß \ ^>= R 50Ar^0„ 5b4 9?=a 9¥UV50;<;T5Äq R A 76d9;<^>= R 50A p?a 5:;TW ] æ ê ^ EZ `Ä¡Z™$¡ ‘ › ] æ ê ^ EZ `Ä¡Z™ › ] æ ê ^ .Z `5¡Z™ ‘ é ë[¡OX™$¡ ‘ ë[¡OX™ ë8¡ÎX™;¡ ‘ X ‘».

(83) Ì b5 qÛq9]W R p= R A 7 \ R pda'=Œqo5`>^0p89>p8h Í úB ùÇÎEÏ®” iê• ì:z XuT— ì.— ï ç ¡¢Ÿ ê w a 9>ArP“ ê ” i ê• ì:z XuT— ì.— î ‘ ^0A W2=_a 9>689>UV50689Uœ- Ê åZ:h Í ú B ùÑÐKÏ ï ç  ” i ê• ì:z XuT— ì.— ž ï ç ¡¢3Ÿ ê w a 9>A \ p R A 7HUV506g=_a 9 À 68p==Œqo5ª=_96dyxp50U¤=_a9ªW R ÆÌ9>689>A `9 œ Ê ^™`50A= R A \ ^>= R 50AJ5:U =a 9¥p8;<50ˆ R A 7ˆ^06=]50U8“ êg^0p?^0A \ ˆ ˆ 96?„ 5 \ A W‚qo9£709·= ê ê ê œ8 Ê  XEŸ3ê‘ ì@ç ] æ ë8^¡ÎZE`ÄXÒ¡¦™$™;¡ ¡ ‘ ‘  X ‘ ¡ ë8] æ ¡Î^ XZE™;`Ä¡Z¡ ™ ‘  X ‘  XEX Ÿ3ê ] æ ë^¡OZE`ÄX¡Z™ ™  X ‘ ‘ X ] æ ê ^ ZE`5 ‘ X ] æ ê ^ ZE`0,  ë  ë é î XE3Ÿ êì@ç ë[O  ‘ ¡ X™$¡ XEŸ ê ë8Î ¡ X™ Ê w a 9>689>UV50689Uœ- å  Z RU Ÿ êµÓ ë8Ρ X™ Ô)3Ÿ êì@ç_Ó ë[Ρ X™ª¡ ‘ ÔÄé ‹ 5]=_a 9‚U \ A `©= R 50A$ÿ Ó 7 R 4@9AJ„Á}Ó Ó ëµÔjî63Ÿ êµÓ ëÊ¡ X™ Ôop8a5 \ ;<WJ„Ì9‚yx50A5>=_50A R `>^0;T;uÁ,A 50A~t W 9>`6d9^0p R A 7 R AËëµh w a R pxyx9^0Apk=a ^>=}3Ÿ ê¥`ba 50pd9A{=_5J„ 9r`>50A p=_^0A=r506 3Ÿ ê£î ï ¯ êç ì: ^0p R Ar=a 9¥=a 95:689y R p]ˆÌ50pdp R „ ;<9h w a 9'`^:p89kq]a 9A ] æ ê ^ ZE`¥ž ] æ ê ^ ‘ ` R p£`>50yxˆ ;T9·=_9>;ƒÁ ^0A^0;T5:705 \ pj^0AW R U ] æ ê ^ ZEM` î ] æ ê ^ ‘ 8` Ú-=_a 9>Arœ- Ê îåZ0h. ‹ 5}q9Sa^b4 9jp8a 5Äq]A=_a^>= R U:q9–^0689S7 R 4 9A2^pd9ß \ 9A`9?50U@p85:y'9=ŒÁ¤ˆ 9j^0A Wfq9j6d9ˆ ;<^0`9 ^0A \ ˆqo^068W|;T5-50ˆH„ÁË^xW 5Äq]Aq^06dWY;<5P5:ˆ2qo9¥709©=]^xpd9ß \ 9A`9ª5:U=a 9¥p8^0yx9S=ŒÁ̈Ì9¥UV506 q]a R `ba¢=_a 9ˆ 689>W R `©=_5:6‚yx^0:9>p2^¢„ R 707096£9©ó̈ 9`©=9WòA \ yª„ 9625:Uj9686d5068pdhŠŒU‡qo9#A 5Äq R =_9>68^>=9j=a R pfˆ685-`9pdpgqo9Sq R ;<; À A ^0;<;uÁ{9A W \ ˆ2q R =ax=a 9¥p89>ß \ 9A `>9‚50U–ÓX0h<»0Ô8h w a 9™9©ó̈Ì9>`©=9WÜA \ yª„ 9625:US96d68506dpf=_a9#ˆ 689>W R `©=_5:6ªyx^0:9>p250A|=a 9™pd9ß \ 9A`9 æ Á

(84) 5:U ÓX0hT»:Ô R pÒ=_a9689>UV50689¥^ \ A R UV506dy \ ˆ ˆ 96?„ 5 \ A Wr50A fV çÓ æ

(85) Ô8hj¸$9©®= Ô _ê % ‘ „“ê!=_a 9>A Cç – Cç –   i i z z ” ” Æ. f?V Ó æ Á

(86) Ô}î @ç Ôíï Õ :ï EX Æ ¡ @ç Ôíï Õ @ç EX ÆÆ ‘‘ ¡¦¡Î™ÒX ™ Õ Õ. Ö=×. ‘>É.

(87) ”¡ i z Xu–Ø ” i z çC– Ô Õ ì:ï çC–Ã@ç ] æ

(88) ^ ‘ `Ä¡WÆ ‘ ¡Z™ î ] æ

(89) ^ ‘ ` ¡WÚ¡¢Û‚é ” i  z X ] æ

(90) ^ ‘ 0`  ‘ ¡WÆ¡OX™ X Õ @ ç Ö=Ù ¸$9©= \ p£`50A p R W96 À 68p=£=_a 9'`^:p89]q]a9A+Ÿ R p À óÌ9WñÓíÔ êDî!ÔjUV506¥^0;<;nëµÔ8hJŠŒA506dW 96j=_5 \ ˆˆÌ9>68„ 5 \ A W}Ú 50„ p89>64 9?=a ^>=£UV6850y)=_a 9¥W 9 À A R = R 50Ar50UÔ UV50;T;<5Äq]pg=a ^>= Ô XEÆUÆ ‘‘ ¡¦¡Î™X™  X ‘ ¡ XE‘ Ÿ X ‘  X.ÆUÆU ‘‘ ¡Z¡O™X™. ¡ »E‘ šŸ Ü XEÆ ‘‘ ¡ÎX™ é w a 9>689>UV50689 ] Ä

(91) ^ ‘ ` ‘ ” i  z çC– æ Úݝ X ¡ ».Ÿ @ ç XEÆ ‘‘ ¡ÎX™ Õ C ç –  ] æ

(92) ÄX ^ ‘ ` ¡ ».‘ Ÿ ç ” i z X  G‘ Þ Î¡ X™ ¡ »E‘ Ÿ Ü X™;‘ ¡ ‘ Þ ] _

(93) ^ ‘` ‘ æ ]

(94) ^ ‘ ‘ î X ¡ EŸ ;<AªÓX æ `0 O ¡ X™ Ô0 E‘ Ÿ ;TA£ÓX™$¡ ‘ ÔÄ¡ ».‘ Ÿ X™$‘ ¡ ‘  ] æ

(95) X ^ ‘ ` ¡ E‘ Ÿ ;<A£ÓX  ‘ O¡ X™ Ô0¡ »E‘ Ÿ Xҙ$‘ ¡ ‘ è q]a 9>689jq9 \ pd9Wx=_a 9¥UV^0`·=j=_a ^>=£X ] æ

(96) Ä^ ‘ `l¢ R A2=_a 9¥;<^0p= R A 9ß \ ^:; R =ŒÁh Ì 5bqOq9D`50Ap R W 96n=_a 9?p \ yßªÛ hS¹506!=_a9f^:687 \ yx9>A_=o50UàÔ R = R p!=_6 \ 9g=a ^>= R = R p}^0;ƒqo^ÄÁÌp ;<^0687:96‡=_a^0A ï ç ^0A W‚=_a^>= ï ”” ii  zz çCçC–ØT– @ì Õ çŒì@ Õ çŒì:ì. — ï ç ¡WŸ R U Æ ‘ Ρ »EŸ ] æ

(97) ‘ ^ ‘× `5XEÎ Ÿ XEŸ0ס »EŸ'™ %ËáHé ¹506‡=a 9pd9PÆ ÑTpÑÔ R p Ç 96d5^:A W|5È=_a 9>6q R p89jq9]`^0A \ ˆ ˆ 96d„Ì5 \ A W R =]„Á ï ç h w a 96d9UV506d9 ã äå ‘ XEŸ ] æ

(98) ^ ‘ ` ‘ ‘ Î XEŸ0ס »EŸ'™ lŸ ‘ ‘ Î XEŸ5Ρ »EŸ'™ Û❠@ ç X  ‘ × X.Ÿ ¡ X Ü ‘ O XEŸ  ‘ × XEŸ ¡ X Ü ‘ × X.Ÿ é Õ î X. ‘. ‘€.

(99) ŠŒU@q9]`5:yª„ R A 9j=_a 9¥9p= R yx^>=_9>pDUV506šÚ ^0AWrÛþqo9£709·= ffV Ó æ

(100) Ô) ] æ

(101) _ ^ ‘ ` ¡ ‘ ן X.Ÿ ¡ ;TA£ÓXÒ E Ÿ ‘ ¡OX™Ô ¡ ‘ »EŸ_ÓXҙ$‘ ¡ ‘ Ô. æSçè i Âé. ¡ ‘ × ÑX XEן0¡ÎX.Ÿ »EŸ'™ è. q]a R `ba R p¦=_a 9ª689p \ ;u=x`;<^ R y'9>W R AÜÓX0h ¿ Ô8h Ì 5Äq ;T9·= \ po`50A p R W96–=_a9ª`^:p89Dq]a 9>AZŸ R p 4P^06 R ^0„;T9>hMÐÎ9¥p=^06=]„ÁË9p= R yx^>= R A 7k=_a 9¥p \ yÚDhj‹ R A `9 Ôíï Õ @ç EX ÆÆ ‘‘ ¡¦¡Î™X ™  X ‘ ¡ EX Ÿ ï ‘ Õ @ç X ‘  XEÆÆ ‘‘ ¡¦¡Î™X™ î X ‘ ¡ X ‘ ê XEÆ ‘ ‘ ¡ÎX™ è qo9¥709©= ] _

(102) ^ ‘ ` ‘ ” i z çC– æ Úݝ X ¡ X @ç ê .X ÆU ‘ ‘ ¡OX ™ Õ Cç –  ] æ

(103) X ^ ‘ ` ¡ X ‘ ç ” i  z ê X  Þ ‘ ¡OX ™ ¡ X ê ÒX ™$‘ ¡ ‘ ] _

(104) ^ ‘ ` ‘ ]

(105) ^‘ ‘ Þ ‘ ‘ æ î X ¡ X X æ `0 ¡ÎX ™;¡ X ê X ™$¡ ‘  X ™$¡ ‘  ] æ

(106) ÄX ^ ‘ ` ¡ X ‘  ‘ ¡OX ™$¡ X ‘ ê X ™$‘ ¡ ‘  ÒX ™$¡ ‘ é ŠŒAr5068W96‡=_5'9p= R yx^>=_U9 Û 50„ p89>64 9?=a ^>=?=_a 9¥A 5:A Ç 9>685'`50yxˆ 50A 9A=pDy \ p=ªp8^>= R pdUíÁ ] æ

(107) Ä^ ‘ `0¡¢Æ ‘ ¡¦™  ‘ ¡ ‘ X ] æ

(108) ^ ‘ `5 ‘ ¡¢Æ¥¡ÎX ™ X X X ] æ

(109) ^ ‘ `0 ‘ ¡¢Æ¥¡ÎX ™ é w a 9x;<^0687:9pª= ÆJpd^>= R p8UíÁ R A 7x=a R pk`50A W R = R 50AËW 9>A 5>=_9>WÂ^:p á `>^0A{„Ì9 \ ˆˆÌ9>68„ 5 \ A W 9>W „Á á: ¿X ¡ » ‘ ¡ÎX ] æ

(110) ^ ‘ `0¡ÎX ™é ‹ R A `>9]^:;T;nA 5:A~t Ç 9685k=_9>68yxp?508U Ûð^06d9k;T9>p8pM=_a ^:A ï ç q9¥709·= Ûɝ á X  »¿ ¡ X ‘ » ‘ ¡ÎX ] æ

(111) ^ ‘ `0¡ÎX ™e ¿» ¡ X ‘ » ‘ ¡Z }¡OX ™é ‘.

(112) vj50y£„ R A R A7]=_a9]9>p= R yx^>=9pfUV506šÚ ^0A WÛ oq 9]W 96 R 4 9?=a ^>= ffV Ó æ

(113) ԝ ] æ

(114) Ä ^ ‘ ` ¡ ÒX ‘. } ‘ ¡ÎX™;¡ » ‘ ¡¦ c¡OX™. Sæ çëè i Âé q]a 9>689Ål—Ñ% ï ç ¯ ç ì@ç  ê ÒX ™$¡ ‘ ¡íìîh. ¡ lÅ — è. w a R p R pM=_a 9]W 9>p R 689WY689p \ ;u=250U–ÓX0h<X0Ô?^0A Wx=_a \ pM=_a 9]ˆ 6d5P50U50U =a 9j=_a 9>50689>y R pf`50yt ˆ ;<9©=9h. Ì 9©ó =qo92W 9^0;q R =a™=_a 92ˆ6850„ ;<9y a 5Äq)=_5H^0`ba R 9·4@9 \ A R 4@9>68p8^:;T;uÁ¢=_a9‚ˆÌ9>68UV506dyx^0A `9 fKgÓ æ

(115) èN ÔjUV506j^x7 R 4@9>AYA 9·ó-=dtbp=_^>=9]U \ A `©= R 50A Nq R =_ar^'p89ß \ 9>A= R ^0;$ˆ 689>W R `·=_506dh ¹506£9^0`baÜp=_^>=9-TrÝÖ L =_a9#50ˆ~= R yx^0;¦ˆ 689>W R `·= R 50Aò6 \ ;<9 æ V êì@ç2îïOÒÓT_Ô R p À óÌ9WÜ^0AW =a \ p‡q9¥`^:Ar9·ó =_9AW w a 9>50689>y ‘ „Á{`5:A p R W 96 R A7;ò P p89>ß \ 9A= R ^0;$ˆ 689>W R `©=_5:68p?50U =_a 9 ˆ 6d9©4 R 5 \ p8;uÁËW 9>p8`6 R „ 9WYUV5068yxhj¹506jp R yxˆ ; R ` R =ŒÁqo9]`ba5P50pd9(¢ ™ î ‘ hj‹ ˆ 9` RTÀ `^0;<;ƒÁÂ;<9©= ê ð V êµÓ æ ^ _T Ô8% ] æ ] æ ^ ê T ^ èdTbæ3`Ä`0¡Î¡ X ‘ æ‹0 Zè ‘ èT(}L ^0AWr`>50A p R W 9>6g=a 9¥ˆ 689>W R `©=_5:6. ZèÛq R =_arˆ 685:„ ^0„ R ; R =ŒÁ¦“êÄÓ ð V êµÓZ ^ Tµê ÔdÔ ‘ èÛq R =_arˆ 685:„ ^0„ R ; R =ŒÁ¦“êÄÓ ð V êµÓ ‘ ^ Tµê ÔdÔÄè q]a 9>689“ R p?^0p?„ 9UV506d9–q R =aeŸg& î Ÿ ” i • zh • – h Ì 5bqþq9£`^0A|^0ˆ ˆ ;uÁ w a 95:689y ‘ =_5'9^0`ba¢p \ „ pd9ß \ 9A`9x50UÌæ

(116) q]a R `ba¢`>50686d9p8ˆ 50A Wp =5'^xp=_^>=9Ta}L)^0A Wr709©= g ‘ ffV Ó æ

(117) è N lÔ  @ç y R ©A  ] æ

(118) ^ Tè.Z `Äè ] æ

(119) ^ Tè ‘ `  ¡ ] æ

(120) ^ Tb`°ç_Ó ] æ

(121) ^ Tb`8Ô h g ] æ

(122) 0^ TD`

(123) î’fKgÓ æ èN ÔÄ¡ çÓ ] æ

(124) ^ Tb`8Ô °. h @ç ‘ æ V êì@ç}î.

(125) ÓX0h É Ô ¢fKgÓ æ

(126) èN ÔÄ¡ P P ¡ ‘ ¡ X P é ñ w è

(127) é ¥„ pd964 9]=a ^>=_Ú}^0pj=_a 9>689'^0689';<9p8p£p8^0yxˆ ;<9p R AË9^:`bap=^>=_9>Ú$=a 9`>50A4@9>68709>A `9H6d^>=_9 pd;T5Äq]pfW 5Äq]AÓÒUV685:yò²#Ó ¯ ç

(128) ԇ=_5ª#² Ó g

(129) ÔdÔ8h w a 9HA9©ó =rˆ 685:„ ;T9>yºqo9HW 9>^0;q R =_a R p2a 5Äqð=5J^0`ba R 9©4 9rpd9ß \ 9>A_= R ^:;T;uÁ=_a9c!P tÄp=^>=_9 ˆ 6d9W R `©=^0„ R ; R =ŒÁËUV506 À óÌ9>WeMP h  ½ „ó J m 6d9 À A9yx9A=™50U¦^ À A R =9©tbp=_^>=92yx^0`ba R A 9¥q R =_aËA 9·ó-=dtbp=_^>=9'U \ A `©t = R 50A¥N ^0A W  P p=_^>=9p R pM^ À A R =9©tÄp=_^È=_9jyx^0`ba R A 9Mq R =a PÁ ÂP p=^>=_9>pg^0A WxA 9©ó =dtbp=^>=_9 Á p \ `baJ=a ^>=£=_a 9>689#9·ó R p=p2^JU \ A `·= R 50A­ôÙc L Á  LÕq R =_aY=_a9#ˆ 685:ˆÌ9>6=ŒÁ U \ A`©= R 50A NÙ =a ^>=£^>=£9^0`ba'= R y'9 R A p=^0A=9µT ê‡îÉô Ó µTÁ ê3ÔMq]a 96d9®µT ê}^0A W µTÁ ê}^0689j=_a 9]p=^>=_9>pD^È=f= R yx9?ë 709>A 96d^>=_9>W|„Ác N Ú | N Á ^0A Wr^0AÁHæ

(130)  

(131) h. w a 9ªA 9©ó =2;<9yxyx^Hp8a5bq]p–=a ^>=ª^#689 À A 9>y'9>A='50UÒ^ À A R =9©tbp=_^>=9‚yx^0`ba R A 9‚`>^0A¢50A ;uÁ R A `6d9^0pd9?=a 9¥ˆÌ9>68UV506dyx^0A `9¥50U@=_a9 À A R =9©tÄp=_^È=_9¥ˆ 689>W R `©=_5:68h õ} +,+,

(132) ‚« J¥ö s> ý )ù <ö@?õ > Aù @CBD>Eú >ùDôrúü8ýõVöùªüYHøµø>ùABëF_Hö÷õVö@û->'H N{Á õ÷B'ú£ø>ù'<öù8ôrù8ö3>H?s > ý )ù <ö@?õ > Aù @CBD>Eú >ùDôrúü8ýõVöù‚Yü Høµø>Aù BëF_Hö÷õVö@-û >'HÑN’> ý ù8;ö sHøEú o÷o æ

(133) 0Z0è ‘

(134) õ?>$ýKHEo ÷B fKgÓ æ

(135) è N lÔ ¢f¥g ø Ó æ

(136) è NÁ ÔÄé ²]!& À ‘ g R ]

(137) ^ ]

(138) ^ ‘ 

(139) fKgÓ æ ?è NÌԇî @ç y ‚A  æ Tè.Z `Äè æ T è ` h g ‘ ] æ

(140) ^ T_Á èEZ `8è ] æ

(141) ^ T Á è ‘ `  î y R ‚A  h @ç g hø ù ú è h ø é  h hûø ù ú è h ø é  h ‘ @ç y R A‚ ] æ

(142) ^ T_Á è>ZE`Äè ] æ

(143) ^ T Á è ‘ `  h hAø ù ú è h ø é  h ø ‘ g R ]

(144) ^Á ]

(145) ^Á ‘  î y yA  æ TèEZ `Äè æ Tè ` W î f\g ø Ó æ

(146) è NÁ Ô8é h ø @ç ‘Ž.

(147) vj50Ap R W 96jA 5ÄqÕ^2689 À A 9yx9>A_= NrÁ 50U$^0;<;ÄP ï˜g ˆÌ50pdp R „ ;<9P!tÄp=^>=_9yx^0`ba R A 9>p8h w a 9kp=^>=_9 TµÁ ê5:U N Á R p=_a9g4 9`©=506kÓ'T êç èééé>èTIüê Ô8Úq]a 9>689\TIêý è?þ¦î ‘ èéééÈèP ï˜g è R pn=_a 9Dp=^>=_9f^>=}= R y'9 ëo50U=a 9 þ t =_ a P¤tbp=^>=_9kyx^0`ba R A š9 N ý h?¹6850y ¸9>yxy'^ ‘ R =£UV50;<;<5bq]pÒ=a ^>=£UV506j^0;<;=N. f\g ø Ó æ

(148) è NÁ Ô)WfKgÓ æ

(149) èN Ô. ^0AW2=a 96d9UV506d9£^:;Tpd5. f¥g ø Ó æ

(150) è NÁ ԝ„fKgÓ æ

(151) Ô8é w a \ p¥=_a 9|p89ß \ 9>A= R ^0;opd`ba 9yx9¢„ ^:p89WÎ50A Ê N Á ^:pÁÌyxˆ~=_5>= R `>^0;<;ƒÁ \ A R 4@9>68p8^:;T;uÁå^È=8=_^ R A p fKgÓ æ

(152) Ô8h. w a 9]W R p8^0W 4^:A_=^0709>pD50U@=_a R pfp8`ba 9>yx9ª^06d9]5:„_4 R 5 \ pd;ƒÁ=_a^>= R = R pM4 96Á,`>50yxˆ ;<9©óÌÚ$U \ 6t =a 96dy'5:689 R =ª^>=8=^ R Apg=a 9ªˆ 6d9W R `©=^0„ R ; R =ŒÁ,50A ;uÁ,UV5:6D^ À óÌ9W¢7 R 4@9>A™4P^0; \ 9£50UPgh w a 9 6d^>=_9k50U`5:A_4 96d709A `>9‚^0;<p85 R pfA5>=£„Ì9>p=£ˆÌ5:p8p R „ ;<9h ŠŒAJ506dW 96}=_5HW 9·4@9;<50ˆË^Hˆ 689>W R `©=_5:6–=_a ^>= \ A R 4@96dp8^0;<;uÁò^>=8=^ R A p¦=_a9 À A R =_9©tÄp=^>=_92ˆ 6d9©t W R `©=^0„ R ; R =ŒÁò^0AWÂ5Ä4@9>68`>50yx9pj=_a 92W R p8^:W~4P^0A=_^0709>p£yx9>A_= R 5:A 9WÂ^0„Ì5Ä4 9oq9 R A=685-W \ `9 à ^:68:5Ä4ۈ 6d9W R `©=5068p#^:A WË=a 9 à ^:68:5Ä4þˆ 689>W R `©=_^:„ R ; R =ŒÁå50Uo^,p89>ß \ 9A `>9J^0A WOp8a 5Äq =a ^>= R = R pg9ß \ ^0;:=5S=_a 9 À A R =_9·tbp=_^>=9fˆ689W R `·=_^0„ R ; R =ŒÁ|50U=_a 9?pd9ß \ 9A`9h w a R p}9A ^0„;T9>p \ pÒ=5'W9p R 70Ax=_a 9¥W 9>p R 689W|ˆ 689>W R `©= R 50A|p8`ba 9>y'9>h  ½  [¾ J m à ^:68:5Ä4 tbeg6d9W R `©=506D5:U‡506dW 9š6 ƪ ‘ R p?^ À A R =9©tÄp=_^È=_9]ˆ 689>W R `·=_506 q R =_arX Õ ˆ 50p8p R „ ;<9]p=_^È=_9pÒq]a 9>689. TÈê$î Ó æ ê Õ ì@ç8èéééèdæ ê3Ô8é w a 9 R A R = R ^0;np=^>=_9Ó æ8 Õ ì@ç8èééé>èdæ‚_X ÔjW 5-9p?A 5>=]^:ÆÌ9>`©=?=_a 9¥^0pÁÌy'ˆ =_5>= R `]ˆÌ9>68UV506dyx^0A `9 50US=a 9 à ^06d:5Ä4)ˆ 6d9W R `©=5068h w a9689>UV50689#=a 9J`ba 5 R `9{50UUTYX R p R 68689>;T9·4P^0A=,UV5:6#5 \ 6. ˆ \ 86 ˆ 50p89>p8hj¹506 R A p=_^0A`9 R =o`^0A„Ì9f`ba 50pd9Aª=_5£7 R 4@9}=a 9fp8yx^0;<;T9>p=¥ˆ 50p8p R „;T9g4^:; \ 9 R A ÓX0hT€:Ôf„ 9;<5Äq Ó R AÜÍu0Ï$UV506Ò=_9>`ba A R `^0;689>^0p85:A p}=a 9£`·ÁÌ`; R `‚`>50A4@9>A_= R 5:A#æ8 ý î×æ

(153)  ý UV506 þd0ZèéééÈè Æ ‘  qo^0p \ pd9W Ôdh X0Z.

(154) w a 9>A'=a 9UÆ t =a|506dW 96 à ^:68:5Ä4ˈ 6d9W R `©=^0„ R ; R =ŒÁÂ50U =a 9 À A R =_9]p89>ß \ 9A `>9oæ

(155) R ?p 7 R 4@9>A „Á ÿ Õ Ó æ

(156) Ô[% ‘ y R A© ] æ

(157) ^ æ Õ èZE`Äè ] æ

(158) ^ æ Õ è ‘ `  é Ó X0h<€0Ô  X  ç   ij w a 9D^0pÁÌyxˆ~=5>= R ¥` Æ t =_a™5:68W 9>6 à ^06d:5Ä4|ˆ 689>W R `©=_^:„ R ; R =ŒÁJ50UP=a 9 R A À A R =9op89>ß \ 9A `>9Sæ  R p?7 R 4 9A|„_Á ÿ Õ Ó æ  [Ô %Ö; R

(159) SyÎ~ p  \ ˆ ÿ Õ Ó æ

(160) Ô8é ¹ R A ^0;<;uÁ#=_a 9 à ^:68:5Ä4ˈ 6d9W R `©=^0„ R ; R =ŒÁË50Uæ  R p?7 R 4 9A|„_Á ÿ Ó æ  Ô[% Õ ; R y ÿ Õ Ó æ  ÔÄé. ~. mDp=a 9¦`>;T^:p8p‡5:U À A R =_9·tbp=_^>=9–yx^0`ba R A 9p`50A=^ R Ap‡^0p^op \ „Ì`>;T^:p8p =a 9}`;<^0p8p50U à ^:68:5Ä4 yx^0`ba R A 9>p R =£UV50;T;<5Äq]p ÿ Ó æ  Ô WffÓ æ  ÔÄé w a 9kUV5:;T;<5Äq R A 7o=a 95:689y UV6850y Íu0Ú w a 9>50689>yÿX0ÏÌ9p=^0„ ; R pda 9pf^2`5:A_4 96dp89 R A 9>ß \ ^0; R =ŒÁ UV6d50y)q]a R `ba|UV50;T;<5Äq]p‡=_a ^È= à ^06d:5Ä4ˈ 689>W R `©=_^:„ R ; R =ŒÁ{^0A W À A R =_9·tbp=_^>=9]ˆ689W R `·=_^0„ R ; R =ŒÁ ^06d9k9ß \ R 4P^0;T9>A=_h £ * -+ 8¯ J ¨[Hø™Eú o÷o@õV3ö >ù û-ù8uø BUÆ è P/ ‘ úö÷rú©ö pU<ö@?õ > \ù B Yù «A¬¤ù8öübùSæ

(161) W0Zè ‘

(162) ?õ >nKý HEo ÷ B ÿ Õ Ó æ

(163) Ô ¢fKgÓ æ

(164) 0Ô ¡ XÓ'Æ¥;T(A ¡ P ‘ Ô é ÓX0h<0Ô ¼# +Â

(165)  8¯ J w a 9 R A9ß \ ^0; R =ŒÁ,50U=_a 9?=_a 9>50689>y R pDy'9>^0A R A 70U \ ;$50A;ƒÁ R UÌ=_a9£pd9`5:A W =968yþ50A?=a 9g6 R 70a=¦a ^0A W]p R W 9 R p$p8yx^0;<;<Ú R hT9>hTÚ R =U Æ R p$„ R 7D`>50yxˆ ^0689>W?=5D;<(A PMh w a \ p@=_a 9 =a 9506d9y pda 5Äq]p=_a ^È=oA5ªyx^>=8=96}a 5Äq)`;<9©4 96S^ À A R =_9·tbp=_^>=9Dyx^0`ba R A 9 R p}`ba 50p89>A#UV506 ^f7 R 4@9Aªp89ß \ 9>A `9>Ú R =U Æ R p„ R 7f9A 5 \ 70af=a 9 à ^068~5Ä4™ˆ689W R `·=_50650U =a 9¦`>50686d9pdˆÌ50AW R A7 506dW 96‡q R ;<;„ 9¥^0;<y'5:p=]^0p?705-5PWh X‘.

(166) Ì 5bq R U R A¢ÓX0h<0ÔÌqo9M=^0:9Ò=a 9?; R y R =fp \ ˆ 689>y \ y ^0pÄ  ׉ Ú:=_a 9>A¥=a 9j; R y R =\Æ  ‰ ^0AW À A ^0;<;ƒÁH=a 9¥; R y R =®P  ‰ qo9¥9A W \ ˆ2q R =a ÿ Ó æ  ÔW  ffÓ æ  ÔÒq]a R `ba R yxˆ ; R 9>p ÿ Ó æ  ÔMîWffÓ æ  ÔÄé. Ì 5bq R = R p¥`;<9^06]a 5ÄqÕqo9`>^0AËW 96 R 4 9^rp89>ß \ 9A= R ^0; \ A R 4@96dp8^0;gˆ 6d9W R `©= R 5:A,p8`ba9yx9 =a ^>=]^>=d=_^ R A p ÿ Ó æ  Ôj^:A Wx=a \ plff Ó æ  Ôdh ÐÎ9S A 5ÄqO=a ^>=?UV5:6 À óÌ9W DÆ qo9j`^0A2^:`ba R 9·4@9Ò=_a9šÆ t =a‚5068W96 à ^:68:5Ä4ˆ689W R `·=_^0„ R ; R =ŒÁ „Á#=a 9¥ˆ 689>W R ·` =_506 æ V êì@çgî. q]a 9>689]UV506Ò拁0Zè ‘. ZèÛq R = a|ˆ6850„ ^:„ R ; R =ŒÁZ“êµÓ ð V êbÓZ ^ æ ê Õ ì@ç8èéééè©æ ê3Ô8Ô ‘ q R = a|ˆ6850„ ^:„ R ; R =ŒÁZ“êµÓ ð V êbÓ ‘ ^ æ ê Õ ì@ç8èéééè©æ ê3Ô8ÔÄè. ÓX0h<0Ô. ð V êbÓ æ ^ æ ê Õ ì@çÄèéééèdæ ê3ÔMî ] æ ] æ

(167)

(168) ^ Ó ^æ Ó æ ê êÕ ì@Õ ì@ç8èç8éèééééè©éæ è©æ ê3ÔÄê èdÔûæ3`0`0¡Î¡ X ‘ é w 5#^>=d=_^ R A ÿ Ó æ  Ô}=a 9‚506dW 96aÆYy \ p='70685Äq =a 9ªyx506d9‚W ^>=^#^0689£^Ä4^ R ;<^0„ ;<9h w a 96d9 ^06d9–=Œq5`50A=¾ R `·= R A 7'7050^0;<p8h. ŠŒA`689>^0p R A 7x=_a 9x506dW 96¥UV^0p= R AË5068W 9>6S=_5r^>=8=^ R A#=a 9 à ^068~5Ä4Έ689W R `·=_^0„ R ; R =ŒÁ ^:pjp85-50A|^:pfˆ 50pdp R „ ;T9>h  ŠŒA`689>^0p R A 7#=_a9H5068W 9>6‚p8;<5Äq];ƒÁ R Aò506dW 96D=5J9A p \ 689‚=a ^>=‚=a 96d9H^0689#9>A 5 \ 7:a `>5 \ A=_p?UV506j9>^0`baYp=_^>=9h Š =k= \ 68A p¥5 \ =k=_a ^>=k=a 92506dW 9U6 Æ R pkA5>='^0;<;T5Äqo9Wr=5H70685ÄqäUV^0p=96–=_a^0AZ²#Ó;<507nëµÔ R A 506dW 96‡=5pd^>= R p8UíÁJ„Ì5>=a|6d9ß \ R 689>y'9>A=_p8h ¸$9©= \ pÒW 9>A 5>=9S„Á ÿ V Õ Ó æ

(169) Ô =a 9S9©ó̈ 9`·=_9WxUV6d^0`©= R 50Aª50U@96d68506dp‡yx^0W 9S„Á]=_a 9–ˆ 689>W R `·=_506 ÓX0hT:Ôj50A‚=_a 9¥p89>ß \ 9A `>9oæ

(170) h w a 9>Axqo9]-A5bqþ=_a ^>= ÿ V Õ Ó æ

(171) dÔ  ÿ Õ Ó æ

(172) 0Ô ¡¢° ï MÓ ÒÔÄè q R =_} a ° ï ^0p?W 9 À A 9>W R AÓX0h É Ôj^0A } W ° ï qÓ ÒÔg î ²™Ó ï

(173) ÔÄé X0X .

Referenzen

ÄHNLICHE DOKUMENTE

Geng Yansheng, spokesman for the Ministry of National Defence on China’s establishment of the ECS, ADIZ “the Chinese government announced the establishment of the East China Sea

Conformal equivalence is introduced for edge-constraint nets using a discrete analog of spin transformations, which is then used to construct discrete Bonnet pairs, two

– BVL L 12.01-3: Crustacean species determination in raw crustacean and crustacean products by sequence analysis of 16S rRNA sequences. – BVL L 06.26/27-2: Detection of

Even though the single FFCD, which must be the first excited state, is not predicted by the Lenosky force field (the reparametrized Lenosky MEAM does stabilize the single FFCD),

Also this type of algorithm is well suited for the identification of environmental models because it is especially written for parameter estimation that can be

This paper gives an introduction t o the theory of guaranteed identification and state estimation under uncertainty with unknown but bounded observation

The paper starts with some qualitative definitions of the problems to be addressed, for example, problems of model structure identification, parameter estimation, state

an initial guess for the variance had been considered and the adaptive noise variance estimation technique was used. It is clear