• Aucun résultat trouvé

Le modèle probabiliste de l'alignement local de deux séquences

N/A
N/A
Protected

Academic year: 2021

Partager "Le modèle probabiliste de l'alignement local de deux séquences"

Copied!
47
0
0

Texte intégral

(1)Le modèle probabiliste de l’alignement local de deux séquences Pierre Nicodème. To cite this version: Pierre Nicodème. Le modèle probabiliste de l’alignement local de deux séquences. [Rapport de recherche] RR-3201, INRIA. 1997. �inria-00073488�. HAL Id: inria-00073488 https://hal.inria.fr/inria-00073488 Submitted on 24 May 2006. HAL is a multi-disciplinary open access archive for the deposit and dissemination of scientific research documents, whether they are published or not. The documents may come from teaching and research institutions in France or abroad, or from public or private research centers.. L’archive ouverte pluridisciplinaire HAL, est destinée au dépôt et à la diffusion de documents scientifiques de niveau recherche, publiés ou non, émanant des établissements d’enseignement et de recherche français ou étrangers, des laboratoires publics ou privés..

(2)  

(3)       . $&% )=%. ,?>@4A,7BDCE%F'. '. (*) %GCH;. %+ ,%. )=%. )=%LKAM. ZS\[^]`_bUd a ceU. Z. fdgihkj`l. min`Spoqlsrkrit. uwv. x a y?xzh . apport de recherche. ISSN 0249-6399. ! . .0/1(325462879,7:1;<%. ,I(*J-4A,. RTSVUXWYWYU. ! "#

(4)   . :& %P N OQKD%GCEJF%-:.

(5)

(6)  

(7)      "!#$!% &'( )#*,+-/

(8) . 01*#!&'2 #3 4658797:5/;14=<>?A58@ BC5 D#EGHJF IKHL1M N)HJO PRQSH"TVUXW8Q6YQVH9T HJZYJ[\T]Y9^RT

(9) _a`RIbU8TcQ6dX^eH f'g UihjHJZ#k(TSWiU l [8memU g ZnRH g HY E H g Y E H1PoqpiLXrestMvu8^RQVPwsxXxRyzM|{qp}mXH_. ~€ƒ ‚ „‡† , ˆŠ‰(UX^_#n

(10) HO Y g QV‹XUiP_'TVH,I/Uen H9F TVHzm g UXbRQcTcQ6_aZ H,^eZaQcTcQ6_RH,O mŒUX^ g YJ[TcQVb g H g TŽ[\T‘QVWXPeHJIKHJPqZ TVUeYJ[T‡nRH’nRHJ^R“)_RHO di^eHJPY9H_J”RdX^nK^eP_ Y E HJO I•[nRH,_ Y9U g H[XneniQVZaQc–—H_˜Z

(11) ^eZaQcTcQ6_qHXO ™š2HI/Uen H9F TVHH_˜Z ^eZaQcTcQ6_RHO HJPwm[ g ZaQ6Y9^RTcQSH g m[ g TSH›TVUXW Q]YQVH9Tœ#kž DŸ œ#[X_Q6Y• UƒYJ[Tk(TcQSWiPeI/HJPqZ žXH[ g Y E¡D UqU T£¢9” di^RQ—H_˜ZHJI/mRTVU8`

(12) HzO – g HO dX^eHJIKI/HJPqZ(m[ g TVH_bRQVU8TVUXW Q]_˜Z H_J™Œk’_a`RI/meZ UiZaQ6dX^eHJI/HJPRZ”RT6[Km g UXbRQcTcQVZeH O [X__aUƒYQJHJO H’[8^_ Y9U g H’nŽ¤^eP[TcQVWXPeHJI/HJPRZUXmeZaQVI•[\T¥‹

(13) H O g Qc¦Hz^ePeHzTSU Q nRH_#‹8[TVHJ^ g _#H9“eZ g8HJ§ IKH_J™X‰Ui^_ [8P[\TS`e_aUXP_#niQc¨’H O g HJPRZ:_'[X_˜mHY9Z:_2nRH_'UX^eZaQcT6_2I•[8Z E HJO I•[8ZaQ6di^eH_ Ÿ I/Uen H9F TVH_

(14) nRH(I•[ g Y E H[TJHO [ Z U8Q g HX” n2HO Y9UXI/mUR_QVZaQVUXP©nRHª«QVHJPeH g ¬­ UimR–˜”Z E HJO U g QVHnR^ g HJPeUX^e‹XH9TcTVHJI/HJPRZJ¢^eZaQcTcQ6_qHO _,ne[8P_zY9HI/Uen H9F TVH m g UibRQcT‘Q6_aZHX™. ®V¯±°a²j³V´¶µJ· ³a¸"¹q³Vºa». Ä ÆÅ ]ic. ¼ ‘½X¾ ¿ ¿ ,À

(15) Á±À=¡Á à ½ #Ç È :Å ÉXÁ à ½9ÉeÊ ËXÉ Ì :Ë Í CÎ GÏ ' ÐÑÎ ˜Ò•Ó£Ô jÅ :Õ ¾ È:¾ ÖX¿ G/× Ó Õ ,Ø zËË 'Ù Æ ¾ È:¾ Ö ‡×KÓ Õ ,Ø Ë o S U. Spo`Uw_ U u. U. ] pn [ U n. U. `]io U. _ U. WYUs[ `UdW^[ `U. ]`[ kn`Udo [^]kn`W. gig j l. gkr. ig. YZ. ] [ in Udo [^]kn`W. R1lsj lkl. u. U. `t `l kg. Us[^] `SpU. x. v. x `Z. gig j`l. Us_ U. gir. kg. kg. gkj. W. o [^U.

(16)    a 1Æ2  &'   "!$!% Ñ 

(17) 01*$!"&'2. ‚

(18) 

(19) Xˆ ª©H,nRH_ Y g QVbH,Z E Hzm g UXb[ bRQ‘TcQVZa`•IKUƒnRH9TU8–TSUeYJ[T‡[TcQVWXPeI/HJPRZ#U8–GZ#U_aHdi^eHJPY9H_J”  E HJg P [8P E [XneniQVZaQV‹XH›_ g Y9U g QVPeW)_ YDtE HJŸ I/H1Q6_z^_aHn™ D#E Q6_,m g UibRQcT‘QVZa`Cg ECI/DUenRH9T‡Q6_,^g _˜HnQVPCm[ g Z˜Q]Y ¬ ^RT6[ bq`Z HÆ_aU8–=Z [ H,œ  kž œ#[X_Q6Y UƒYJ[T'k(T‘QVWXPeIKHJPqZžXH[ Y URU8T=¢:”R– Hdi^eHJPqZaTV`^_aHn E g E g ¬ bR` bRQVU8TVUXW8Q6_aZ9_J™#k’_˜`qI/meZUXZaQ6YJ[TcTV`X”#Z H)m UibRQcT‘QVZa` [X_ _aUeYQ6[8Z Hn«Z U©Z H _Y9U H)U –Æ[8P UXmeZ˜Q I•[\T [TcQSWiPeI/HJPqZ1‹XH g Qc¦H_[ P H9“eZ g HJIKHƋ8[TV^eH_niQ6_aZ g QSbe^eZ˜QSUiPG™‡ª H}[ P[TV`ƒ_aH›_aUXI/H/[X_amŒHY9Z:_zU8– Z E H,I›[8Z E HJI•[8Z˜Q]YJ[\T¥Z URU8T6_ Ÿg [8PnRUXI[T/I/UenRH9T6_J”Rª«QSHJPeH g¬­ UXmR–

(20) nRHY9UXI/mŒUq_QVZaQVUXPG” g HJPeH [T Z E HJU g `¢2^ePnRH g TV`XQVPeWZ E Q6_(m g UXbRQcTcQVZj`IKUƒnRH9T™.

(21)   

(22) ~       !"#%$  &'(  *)+',$-* .02/ 14365 08/ 7 9;:=<>@AC? BEDGFIH 9;J=<LK ANM 9>6A O K ANPD 9RQTSUQ F K F <WV A :V F K F <=A? P 9;: DB SXK F Q DWACD KZY[SCK FI\ J ACMLA JVKI9 B SXK]> A > A :=^ <AC? _ : A J BCA <C` _ :aSbJ=>N:=J< Bdc AC? M S> A < B 9 DWA SU>> F V F[eA <WVf:V F K F <=A ? 7  AgM 9>6AO K AA <WV:=V F K F <A? A J P S D V FIB :K FIACDhP S D K A KI9 \UFIBiFIA Kkj I lmj@SU< FIB n9 B SCK K FI\ J MLA JV A S DWBdc o99UKqpi` _ : FaA <WV ACMrP KI9UstAu? evD AC? _ : AEMLMLA JV P S D K A <wQ F[x 9bKI9 \bF <WV A < 7 y<Ws MrP VW9RV FI_ : ACMrA JVC`;KqS PD 9RQTSUQ F K F VA ? Sb<W<W9 BiF AE? A SU:h< B 9 DWA >6Y :=JSXK FI\ J ACMrA JVt9 P V FIM SXK H AC? DGF[zTA :J A KI9 F > A < H SCK A : D < A ^V DXAE{ MLA < 7 u9R:<]SbJaSXKIs<W9RJ<> F[| AC? DWA JVW<rSb< PTACB VW<y> A <h9;:=V F KI< M SbV c AC? M SUV FI_ : A <}l M 9>6A O K A < > AuM S DWBdcA SXKCA ? SUVW9 FIDWA `a>@AC? B 9 MLP 9R< F V F 9;JN> Ay~FIA J AEDGx 9 Pe `=V c A ? 9 DGFIA >=: DWA J=9;: H;A K[K ACMrA JVdpu:=V F K F <A ? <y>aSbJ=< BCA M 9>6A O K APD 9RQTSUQ F K F <WV A 7. is ™€‚wƒy„k ‡†ˆf‰tƒŠm ‡ F TŽ[TcQVWXPeHJI/HJPRZ)TVUeYJ[T•nRH nRHJ^R“ ‰(UX^_)[TcTVUXP_©Y9UiP_Q6n

(23) H O g H g TSH I/Uen H9F TVH©I•[ Z E HJO I•[ ZaQ6dX^eH©_aUX^_ ¬ h˜[XY9HJPRZ [¡ F g _RHO dX^eHJPY9H_J”#ne[8P_KTVH©YJ[X_U ^«TVH_›[TcQSWiPeHJI/HJPqZ9_Cgs ‹ s©Y9UXP_Q6n

(24) H O HO _/_aUXPRZ_ [8P_KZ g UX^_J”±HJZ•U ^ F TŽ¤UXP ^eZ˜Q‘TcQ6_aH ^eP _Y E HJO I•[)nRH)_ Y9U g H_/[XneniQVZaQc– ™ Œ O Z:[ PqZ/nRUXPeP#H O nRHJ^R“ _RHO dX^eHJPY9H_ Žh=E‘a’KHJZ“EŽh=W“i=”)_a^ g ^ePwI HJ§ I/H [TVm E [8bŒHJZ•”R^eP [TcQVWXPeHJI/HJPRZTVUeYJ[Tg–nRHzTVUXPeWX^eHJ^ Ng — H_aZ^ePeH_a^RQVZ HÆnRH,m[Q g H_ ˜ Ÿ ;™ ’Tš “4™ ” ¢ š Ÿ ;™ ’d›@Ž6š “W™ ”X›@Ž ¢ š = š Ÿ ;™ ’C›@œdš “W™ ”X›@œ b¢  š [‹XHY,sŸž¡ aŽž£¢@Ž š Ÿs ž¡ T¤ ž¥¢f¤ š  TŽ@¦ — ž£¢@Ž8”XHJgZ  T¤@¦ — ž£¢@¤8™ Œ O Z:[8PRZ nRUXPeP#HO nŽ[8^eZ g Hm[ g Z2^ePeHI›[8Z g Q6Y9H § [X__aUƒYQ6[8PRZ [zF ZUX^eZ Hm[Q g H ˜a¨6© š ¨ ™=ª,•,«• ^eP•_ Y9U g HX”TSH,_ Y9U g HnRH#TŽ[TcQVWXPeHJI/HJPRZH_aZHJO Wq[T [(F T6[_aUXI/I/H nR^ _Y9U g HnRH_(m[Q g H_di^RQGTVHÆY9UXP_aZ˜QSZ^eHJPqZ™ ¬ [8P_ TVH_©YJ[X_©nŽ [TcQSWiPeHJI/HJPqZ nRH _qHO di^eHJPY9H_ bRQSU TSUiW8Q6dX^eH_ dX^RQ/PeUX^_ QSPRZeH O g H_ _aHJPRZ”HJZCmRTV^_ m[ g ZaQ6Y ¬ ^RTcQ HF g HJI/HJPRZÆnRH›_qHO di^eHJPY9H_,m g UiZƒH9O Q6di^eH_J”PeUX^_,Y9UXP_Q6n2H O g H g UXP_1nRH_zI•[8Z g Q6Y9H_1nRH•_QVIQcT6[ g QVZeHKO HJPqZ g H}[iYQ]nRH_ [8IQVP#HO _ di^RQ‡[X_ _aUeYQVHJPqZnRH_#_ Y9U g H_

(25) mŒUq_QVZaQc–_ [F nRH_#m[\Q g H_ nŽ [XYQ6nRH_[8IQVP#HO _2nRHYJ[ g [XY9ZeH O g Q6_aZaQ6di^eH_'m E `ƒ_jQ]Y9U ¬ Y E QSI}Q]di^eH_1‹XU8Q6_QVPeH_J” HJZnRH_,_ Y9U g H_zP#HJO Wq[8ZaQc–_ [›F Y9H9TcTSH_di^RQ

(26) UXPRZ’nRH_1YJ[ g [XY9ZeH O g Q6_aZaQ6di^eH_niQc¨’H O g HJPRZ H_J™‰(UX^_ PeUX^_±QVPqZeH O g H_ _˜H g UXP_'[TVU g _#[8^R“•[TcQVWXPeHJI/HJPRZ:_#nRH,_ Y9U g H_1H9O TSHJ‹2HO _±HJZ

(27) Z Ui^eZ

(28) m[ g Z˜Q]Y9^RTcQ HF g HJI/HJPqZ [’F T Ž [TcQSWiPeHJI/HJPqZ UXmeZaQVI•[\T ”#di^RQ’H_aZKTŽ[TcQVWXPeHJI/HJPRZ)nRH)I/H9QcTcTVHJ^ g _ Y9U g HX™ Œ P P#HJO W8TcQSWiH[8PqZKTVH_/H9¨GHJZ:_›nRH)bŒU g n”±TŽ¤H_amY9H©nRH g HY E H g Y E HÆ[/Y9UXIKI/HniQVI/HJP_QVUXP TVHm g UenR^RQV€Z ¢@Ž«­¢@¤,nRHzT6[KZ:[QcTcTSHnRH_nRHJ^R“ _RHO di^eHJPY9H_J™ Œ P/Y9UXP_jQ]n2H O g [8PRZ

(29) nŽ[8^eZ g H

(30) m[ g ZA^ePeHniQ6_aZ g QSbe^eZ˜QSUiP•nRHm g UXb[ bRQ‘TcQVZeH$O _˜^ g T Ž [TVm E [8bHJ} Z •”8HJZ‡HJP›Y9UXP_Q6n

(31) H O g [ PqZ g g di^eH/TVH_1ZaQ [8WXH_1_a^YJY9H_ _Qc–_/nRHTVHJZ Z H_Æ_˜UXPqZ"QVPn

(32) HJO mHJPne[ PqZ:_ ”GPeUX^_1HJPwn

(33) HO nR^RQ6_aUXP_’QSIKI¡HO niQ6[8Z HJIKHJPqZ1^ePeH niQ6_aZ g QVbe^eZaQVUXP€nRH•m g UXbRQcTcQSZeH)O _a^ g TŽ[TVm E [8bŒHJ Z • «®•%_a^ g TVHdX^eH9TPeUi^_Æ[‹XUiP_n2H9O ¦PRQ2TVH_/_ Y9U g H_ ™‡‰(UX^_ [‹XUXP_[\QSP_jQ—n

(34) H9O ¦PRQ‡^ePeH1‹\[ g Q][ bRTSH[T HO [8ZU8Q g NH ¯ nR°H •£«,• _a^ g ± ”X[‹XHY ¯ Ÿ ¨ Ž š ¨ ¤ h¢ ² § Ÿ ¨ Ž š ¨ ¤ ¢ š ˜ Ÿ ¨ Ž š ¨ ¤ ¢ ª,•£«,• š ‰(UX^__aUXIKI/H_nRUXPY1[8I/HJP#HO _ [ F HJO Z ^niQVH g TVHm g UibRT HJF I/H,W'HJO P H O g [TG_a^RQV‹\[8PRZ™ ³ ¼ Äŵ ¸ŸºC¸ ·‘Æ ¸=º ·Æ ¸NÇÈ ¼n¾q½¿É6µ ¸=ʸ µtÁ¶ ¹ ÁW½ Ê ¼6¾ZË žXU8QVL ´r³ µt¶6µw· ¸³ ¹fº ¶8»b¼8»½G¾¿½ZÀÁ ¸ ¼TÀ;À‚¶·=½ ¸Ã Z ¯ © ^eÎ PeH’_˜^RQSZH’nRHz‹\[ g Q][ bRTSH_ g g g [TJHO [ Z U8Q H_(Q™ Q™n”‡nRHniQ6_aZ QVbe^eZaQVUXÌ P ¯w™GžXU QS°Z ÍfÎ}TSH__aUiI/I/H_zm[ Z˜QSH9TcTVH_J” ÍfÎ ²ÐÏ ©ZÑ Ž ¯ © y™ ÒP Y E H g Y E H [ F Y9UXPeP[ ÓV§ Z g H,T6[•niQ6_aZ g QVbe^eZaQVUXP nRH Ô Ÿ ¢ h¢ ² I›[Õ“ Ž‚Ö ™ ÖwÎÖo Ÿ ÍfÎ}‹ÌÍ ™ R¢  G[1‹\[ g Q6[8bRTVH€Ô Ÿ ¢ ¢—Y9U gg H_amUiPn•[8^›_ Y9U g HnRH(TŽ[TcQVWXPeHJI/HJPRZ#UXmeZaQVI•[TGnRHnRHJ^R“ _RHO dX^eHJPY9H_#nRH#TVUXPeWX^eHJ^ g ¢ Ž HJ Z ¢ ¤ Z H9TcTVH_zdX^eH ¢ Ž «¢ ¤ ²×¢‡™ ‰(UX^_n2HJO IKUXPqZ g H g UXP_#di^eH —WܑÝŸ Ÿ s8¢ ØNÙÚ Ô Ÿ ¢ r ¢ Û Þ ¢ ¢ ¦®ßoà ² s ‹¡áTâoãäCåÅædçw Ž.

(35) ¤.   

(36)      !" #$ %&')( *% $" . U ^ F Þ mŒHJ^eZ HJ§ Z g HYJ[T6Y9^RTJH,O Y9UXI/IKH g [XYQVPeH,nŽ¤^ePeH)HO dX^[ ZaQVUXPG”8HJZ,+ mŒUq_ _ HF nRH^eP n2HJO ‹XH9TVUXmemHJIKHJPqZ2HJP _RH O g QVHnRH Y9UXPR‹XH g WXHJPY9H,W'HJO UXIwHJO Z g Q6di^eHX™Xk,_a`qIKmeZ UXZaQ6di^eHJI/HJPqZ”ƒdi^n¢ -/. ”ŒY9HJZ Z H g HY E H g Y E H,PGŽ[nRHÆ_aHJP_di^eH_Q 0KŸ ¯ ¢21«r3ne[8P_#TVHYJ[X_Y9UXPRZ g [Q g HX”oÔ Ÿ ¢ ¢4-/.Š[‹XHYzm g UXbRQcTcQSZeH• O s"m[ g T6[1TVU8Q—nRH_(W g [8Pne_$PeUXIb g H_J™ ‰(UX^_[TcTVUXP_zY9UXP_Q6n

(37) H O g H g T6[I•[ g Y E H[TJHO [8Z U8Q g H,n

(38) H9O ¦PRQVHÆne[ P_#TVHÆnRHJI}Q ¬ mRT6[8P©nŽ[ b_ YQ6_ _aH_#mŒUq_QVZaQV‹XH_(m[ g T6[ _˜^RQSZH)nRH_mU8QVPRZ:_›nRH)Y9UqU g nRUXPeP HJO H_ ˜5 š Í ©  š 5 ª76,”‡di^eHPeUX^_PeUiZ H g UXP_m[ g T6[©_a^RQVZ H Ÿ Í © ¢:™'‰(UX^_ g HY E H g Y E H g UXP_›[TVU g _1T6[ _aHY9ZaQVUX. P Í98 Î;: œ < ²Ífœ‹ ÍfÎCnRH)‹8[TVHJ^ g I•[\“qQVI•[TVHX™#G[ n

(39) HJO I/UXP_˜Z g [8ZaQVUXP g HJmŒUq_aH gm QVPYQVm[TVHJI/HJPRZ_a^ g nRH_±m g UXm g QJHJO ZƒHO _AnRH#T6[,I•[ g Y E H[TJHO [8Z U8Q g H Ÿ Í © ¢:™ Œ T‘TVHz^eZaQcTcQ]_˜H)HJO Wq[TVHJI/HJPRZ

(40) nRH_ g HO _a^RTVZ:[8Z:_ nRHT6[Z E HJO U g QVH•nR^ g HJPeUX^e‹XH9TcTVHJI/HJPRZ Ÿg HJPe H [T—Z E HJU g `Œ¢:™GG[m g HJIQ HF g H/n2HJO IKUXP_aZ g [ ZaQVUXP nRHKTŽjHO di^aQVUXPwsX” g HJm g HO _aHJPRZ:[8ZaQV‹XH/nŽ¤^ePeHTVU8QnRH_z‹\[TVHJ^ g _1H9“eZ g8HJ§ I/H_J”ŒHJZnRH_z–=U g I^RTVH_nRUXPePRZzTVH_1m[ g [8I HJF Z g H_ + HJZ Þ ” ne[8P_KTVH©YJ[X_KU £ ^ F ¯ H_aZ›^ePeHC‹\[ g Q6[8bRTVH©Y9UXPRZaQVPq^eHX”#H_˜Z nR^eH ' [ F =W8TVH E [ g Z Ÿ sxƒy\LR¢:™2š

(41) HJZ ZH)n

(42) HJO I/UXP_˜Z g [8ZaQVUXP g g ? > g ¬ g Ÿ [€HJO ZeHO W'HJO P H O [\T‘Q6_RHJO Hm[ [ T‘QVPwHJZ HJIÆbŒU©[8^ YJ[X_1niQ]_Y HJZ sxixXLR¢#HJZ}[ memRT‘Q6di^ HJO H›m[ g k(TVZ:_ Y E ^RT[8^ YJ[X_ nRHKT][ g HY E H g Y E H nRH_QVIQcT6[ g QVZeHO _HJPRZ g H_RHO dX^eHJPY9H_"bRQSU TSUiW8Q6dX^eH_ Ÿ m g UXZeH9O QVPeH_zUX^ k ¬ ‰"¢’ne[8P_"TVHKTSUiW8Q6YQSH9T D @ ;s B™ nŽ[TcQVWXPeHJI/HJPRZ,nRHÆ_RHO dX^eHJPY9H_œ#k1ž A g g g g ‰(UX^_#–=H UXP_ – HO dX^eHJIKI/HJPqZ H9O –\H O HJPY9H,[8^R“ [ g ZaQ6YTSH_znRCH =W8TVH E [ g Z @ sDp B”eHJZznRH > [ g TcQVPCHJZ ¬ HJIbŒU @ sJ{ B” [QVP_QdX^GŽ [8^R“wTcQS‹ g H_nRH š E ^ePeW @ Dp BzHJZ ¬ ^ g g HJZ Z @FE BHJZ[8^ Y9Ui^ g _/nRH ¬NŒ k nRH f±E Q‘TcQVmemH l UXbŒH g Z_a^ g TVHH_ G QcTSH_,nŽ kZ Z HJPRZ H Ÿaf [ g Q6_ IJ=:”G[8bU g [8Z U8Q g H/nRH f'g UXb[ bRQ‘TcQVZeHO _J”‡sxXxXp ¬ sxix8{e¢:™ Ÿ ÒP Z g UX^e‹XH g [ HJO Wq[\TSHJIKHJPqZ nRHPeUXIb g HJ^R“ g HO _a^RTVZ:[8Z9_ g H9T6[8ZaQc–_[8^R“ I•[ g Y E H_[TJHO [ Z U8Q g H_ne[ P_/Nz^eZ @ sDL B=¢:™A‰UX^_[‹XUXP_1[8mem g U8–=UXPniQ Y9H g Z:[\QSPeH_zn2HJO IKUXP_aZ g [ ZaQVUXP_J”RHJZPeUX^_[‹XUiP_nRUXPeP#HzO T6[m g HJ^e‹XHÆnŽ¤^eP g HO _a^RTVZ:[8ZzY9UXPY9H g PRZ#TVHm[ g [8I HJF Z g H + dX^RQHJO Z:[QVZ[ PePeUXPYHz O m[ Kg > [ g T‘QVP©_ [8P_(n

(43) HJO I/UXP_˜Z g [8ZaQVUXPG™ ‰(UX^_/nRUXPePeUXP_ [CF m g HO _˜HJPqZ1TVH _ Y E HJO I›[W'HJO P H O g [TnRH›T6[©n

(44) HJO I/UiP_aZ g [8Z˜QSUiPG”‡di^eH)PeUX^_H9“emRTcQ6YQSZH g UXP_nRH I•[8PRQ HF g H•mRTV^_}–£U g I/H9TcTVH)[8^ m g UƒY E [QVPwm[ g [8W g [8m E HX™ Ÿ ÒPwmUX^ g g [ _˜H g HJmŒU g Z H g [8^ Z:[8bRTVH[8^ s›mŒUX^ g TSH_ PeUXZ:[ ZaQVUXP_9¢:™ © G[«I•[ g Y E H©[TJHO [ Z U8Q g H Ÿ Í © ² Ï ™ Ñ Ž ¯™J¢•H_aZCn

(45) HO Y9UXI/mŒUq_RHJO H HJP _aHY9ZaQVUXP_ HJP ^eZ˜Q‘TcQ6_ [8PRZ©nRHM _ LONQPSRTVU WYX[\QZ ]_^\a`b`\•P#HJO Wq[8ZaQc–;_ 3 Y9H_KmU8QVPRZ:_/Y9U gg H_amUiPnRHJPqZ [ F nRH_Z HJI/m_/nRH g HY9U g n P#HJO WR[8ZaQc–’_a^YJY9H_ _jQ‘–_J™

(46)  [ ¦W ¬ ^ g H›snR© UXPePeH^ePH9“eHJI/mRTVH/nRHY9HJZ Z Hn2HO Y9UXI/mUR_QVZaQVUXPG™ ž8dQ c H_aZATVHQ HJF IKHmU8QVPRZnŽjH˜O Y E H9TcTSHX” T6[I›[ g Y E H[T HO [8ZU8Q g H#`}[’T6[,‹\[\TSHJ^ g Í$egfao™ ÒP•n2H9O ¦PRQVZ g HO Y9^ g _QV‹XHJIKHJPqZ TVHmŒU8QVPqZ,nŽaHO Y E H9TcTV?H c © ›@Ž,m[ g c © ›@Ž²«IQVP _Ÿ h 3jifß š c © žß1 h 3NÍkY1 ÍlR¢ š cm² kr q™ H_1_aHY9ZaQVUXP_,nRH1T6[I•[ g Y E H[T HO [8Z U Q g H Í)8 egf: eVfon6’p< ”G_jQSZ^ HJO H_(HJPqZ g HTVH_"Z HJI/m_,nŽaHO Y E H9TcTVHX”G_aUXPRZ’[\TSU g _,nRH_ g HJO mRT‘Q6di^eH_1m g UXbRQcTcQ6_aZ H_nRHT6[m g HJI}Q HF g H/_aHY9ZaQVUX® P Í98 ed’q: eW”g< ”GdX^RQ

(47) H_˜ZzT][ mU g ZaQVUXP nRHT6[I›[ g Y E H}[\T HO [8Z U8Q g H m[ g Z9[8PqZ#nRHTŽ¤U g QVW8QVPeHHJZ_JŽ[ g g8HJ§ Z9[8PqZ'[8^/ZHJI/m_

(48) nŽ[ g g8HJ§ 4Z r â nRHm g HJIQ HF g H,[8Z Z H9QVPRZ HnR^nRHJIQ ¬ mRT6[8PP HJO Wq[ ZaQc–˜™ ÒP g HJI•[ g di^eH g [©di^eH›T6[ _aHY9Z˜QSUi. P Í 8 l: k[< nRH)‹8[TVHJ^ g I•[\“qQVI•© [TVHCY9UXI/I/HJPY9HCY9H g Z:[QVPeHJI/HJPRZ/HJPwTŽ¤^eP€nRH_ © E mU QSPRZ:_›nŽaHO Y H9TcTVs H c ”2HJZ•dX^GŽ H9T‘TVHCH_aZ›I HJ§ IKH/TVH g HY9U g u n t mUX^ g T6[ _˜HY9ZaQVUXP Y9UXIKI/HJ5 OP YJv [8PRZ [ F Y9H mU8QVPRZ E g Ÿ. g g g nŽaHO Y H9TcTVHX™  [©‹8[ Q6[8bRTV­ H Ô cw1¢ÆY9U H_˜mUXPn [ [8^wI•[“RQVIÆ^eI nRH_/‹8[ g Q6[8© bRTVH _ t © š ª @ s šyx B”AnRH_ x m g HJIQ HF g H_#_aHY9ZaQVUXP_J”iHJZ'T6[ g HJI•[ g di^eHm g HO YHO nRHJPRZ H#I/UXPRZ g Hdi^eHZ Ui^_ATVH_ t UXPRZ'I HJ§ I/HniQ6_aZ g QVbe^eZaQVUXP)di^eH tŽ8™ 'Ž Q6nRHJPRZaQVZeHO nRH/žXmRQVaZ zJH {g @ Lƒ|y BAnRUXPePeHX”mŒUX^ g ^ePeHI•[ g Y E H[T HO [8Z U Q g HY9U g g H_amŒUXPne[8PRZ [1F T6[›_aUXI/I/› HnŽ¤^ePeH g ‹\[ Q6[8bRTVH [TJHO [8Z U8Q g NH ¯ŠnRHI/U8`XHJPePeH/_aZ g Q6Y9Z HJI/HJPRZ,› P HJO Wq[8Z˜QS‹iH 0/Ÿ ¯ ¢ 1 re” T6[KTVU8Q±nRH_,_˜UXI/I/H~_ } ² Í$ n Ÿg H_˜mG™ } â ² Í  ¢

(49) UXbeZ HJPR^_#[8^•ZHJI/m_nŽ[ gg\HJ§ 4Z r Ÿg H_˜mG€™ r â ¢±nR^m g HJIQVH g m_ _ [ WXH’ne[ P_'TVHnRHJIQ ¬ mRT6[8P nŽ[8b_YQ]__aHmŒUq_QVZaå QV‹XH Ÿg H_amG™eP#HJO Wq[8ZaQV‹XH8¢:™ f [ g Z9[8PqZznRH}Y9H_(Q6nRHJPRZaQVZeHO _zmŒUX^ g T6[KTVU8Q±nR#H } › ”HJP©n2HO Y9UXI/mUR_ [8PRZT6[›I•[ g Y E H[T HO [8Z U Q g H,QVPR¦PRQVH•HJP T6[ m[ g Z˜QSH›m g HO YHO ne[8PRCZ r › ”GHJZ"TVH g H_˜Z H•nRHKT][ I•[ g Y E H›[T HO [8Z U Q › g HX”UXP g H9TcQVH g [ T6[CdX^eHJ^eHnRHniQ]_˜Z g QVbe^eZaQVUXP nR^ g HY9U g n)[8b_aU TS, ^ ́¡nRH"T][}I•[ g Y E H[T HO [8ZU8Q g H [1F T6[1TVU8Q—nR‚H } ™ Œ P H9¨GHY9Z ^RZHJP_a^RQVZ H^ePeH/n2HO Y9UiI/mUq_jQSZ˜QSUi„ P ƒ9‹XH g ZaQ6YJ[TVQH •nRH1T6[/I›[ g Y E HÆ[TJHO [ Z U8Q g HX”eUXP Z g UX^e‹iH g [1^ePeH g n2HO Y9UiI/mUq_jQSZ˜QSUiP)[X_a`RI/meZ UXZaQ6di^eH#–[Q6_ [8PRZ

(50) QVPRZ H ‹XHJPRQ g cŽ²†r ⠔XHJZ#UXP g H9TcQVH g [1T6[di^eHJ^eHnRH’niQ6_aZ g QSbe^eZ˜QSUiP nRH F Y9H9T‘TVH/nRH Í  ™ tŽ [K.

(51)   

(52)      !" #$ %&')( *% $" . Í)8 l: k < ² Ï kZ© Ñ l ¯ © Ô. . Í Ô   Í           r â  ™  } â  ™™   ™. cm. ™™ ™™ ™™ ™™ ™™ ™™ ™™ ™™ ™™ ™™ ™™ ™™ ™™ ™™ ™™ ™™ ™™ ™™ ™™ ™™ ™™ ™™ cŽc¤. Ÿ¢ ¢.   .  . t.  ™™™ ™. ™™ ™™ ™™ ™™ ™™ ™™ ™™ ™™ ™™ ™™ ™™ ™™ ™™ ™™ ™™ ™™ c)c. 

(53)

(54)

(55)   . Ÿ ¢ ¢h² I›[“ m‘Ö€lTÖkÖoCÍ98 m;: k[<  ² I›[“ m‘Ö€l "!¥Í 8 m : l< © ²«I•[“ eVfGÖl eVfon6’ Í 8 eVf: l<. ‹ÌÍ)8 m;: l<. ¢. .  ™™™  ™™  ™ ™ ™ ™. ™™ ™™ ™™ ™™ ™™ ™™ ™™ ™™ ™™ ™™ ™™ ™™ ™™ ™™ ™™ c c& c#. .    .         ™ . ™™ ™™ ™™. c$. ™. ™™. . ™  ™™. ™™ ™™™ ™™™ ™™ c%)cŽ[m. HO Y9UiI/mUq_jQSZ˜QSUiP nRH1T6[I›[ g Y E H}[\T HO [8Z U8Q g HmŒUX^ g T6[)n2HJO IKUXP_aZ g [ ZaQVUXP nRH1T6[ g–=U I^RTVHnRH > [ g TcQVP ' Š)(‡ˆ„+*-,/. ¬. 0. Ÿ } › ¢h²+132 Ÿ Í  ¢ ²+132 Ÿ tŸŽJ¢h²+142 Ÿ Ô Ÿ c © ¢ ¢h²+142 Ÿ Ô Ÿ ¢G¢¢ š [‹iHY 0 Ÿ ¯ ¢'HJZ52 Ÿ ¯ ¢ g H_amHY9Z˜QS‹iHJI/HJPqZ(TVU8Q‡HJZdi^eHJ^eHÆnRHzT6[›niQ6_aZ g QVbe^eZaQVUXP©nRHN¯ ' Š)(‡ˆ„+*768.1žqY E. HJO I›[ÆnRH"T6[/n

(56) HJO I/UiP_aZ g [8Z˜QSUiP nŽ =W8TVH E [ g Z ¬V> [ g TcQSP:9.

(57) .   

(58)      !" #$ %&')( *% $" . T Ž QSPY g HJO I/HJPRZ’nRHzT6[KI•[ g Y E H[TJHO [ Z U8Q g HX”e[‹XHY 0KŸ ¯ ¢O1 rHJZ Ø1Ÿ ¯ Û rƒ¢Û r T][›niQ6_aZ g QVbe^eZaQVUXP©nRHN¯ 9 1Ÿ_h ¢² Ø1Ÿ ¯ 1 h ¢ Þ T][›_aU8TV^eZaQVUXP HJP“nRH,TŽaHO di^aQVUXP 0KŸ á,¢h² s Í  T][K‹\[\TSHJ^ gzg HY9U g n›mUq_QVZaQV‹XH[8b_aU8TV^eHnRH,T6[I•[ g Y E H[TJHO [8Z U8Q g H Ÿ Í © ¢ Í  ² I•[“ © ŽyÍ)8 m : © < “ TSH1Z HJI/m_#I}QSPRQVI^eI [8^di^eH9TGTVH g HY9U g n[8b_aU8TV^ Í  H_˜Z[8Z Z H9QVPRZ “  ² ˜ IQVP 5 3Í © ² Í   1Ÿ_h ¢ T][›niQ6_aZ g QVbe^eZaQVUXP©nRH ́ 1_Ÿ h h ¢ ² Ø1Ÿ Í  1 h ¢ Ô Ÿ ¢ ¢ TSH I•[“RQVIÆ^eI UXbeZHJPq^ m[ g ^ePeH%_aHY9Z˜QSUiP nRH T][ I•[ g Y E H%[T HO [8ZU8Q g H ne[ P_ T Ž QSPRZ H g ‹8[TcTVH @ s š ¢B Ô Ÿ ¢ ¢ ² I•[ “ Í)8 Î;: ™ < ²«I•[ “ Ž;Ö ™ ÖwÎÖo Ÿ Í@΋ÌÍ ™ ;¢  ›r. g 8 g §  g g TSH#Z HJIKm_‡nŽ[ HJZGY9U H_amUiPne[8PqZA[8^m g HJI}QSH g m_ _ [8WXH

(59) nRH2T6[(I•[ g Y E H

(60) [T HO [8ZU8Q g H ne›[8P_#TV˜ HnRHJI5 Q ¬ mRT][ P nŽ U g nRUXPeP#HJO H_ _˜Z g Q6Y9Z HJI/HJPRZmUR_QVZaQV‹XH_ r ² I}QSP š Í © Û År  › } T][K› ‹\[\TSHJ^ g nRH,T6[/_˜UXI/I/H,m[ g ZaQVH9T‘TVHmUi^ g TVHZ HJI/m_(nŽ[ g g8HJ§ Z r › } ² Í$ n r â TSH#Z HJIKm_‡nŽ[ g g8HJ§ ZGY9U gg H_amUiPne[8PqZA[8^m g HJI}QSH g m_ _ [8WXH

(61) nRH2T6[(I•[ g Y E H

(62) [T HO [8ZU8Q g H ne[8P_#TV˜ HnRHJI5 Q ¬ mR© T][ P nŽ U g nRUXPeP#HJO H_

(63) P#HJO Wq[8ZaQV‹XH_ r â ² I}QSP š Í ž År  } â T][K‹\[\TSHJ^ g nRH,T6[/_˜UXI/I/H,m[ g ZaQVH9T‘TVHmUi^ g TVHZ HJI/m_(nŽ[ g g8HJ§ Z r â } â ² Í   n Ÿ_h ¢T][›niQ6_aZ g QVbeå ^eZaQVUXP©nRHzT6[K‹\[ g Q6[8bRTV‚ H } ›  n _Ÿ h h ¢ ² Ø1Ÿ r 1×Í  n 1 h ¢ ©c TSH_AZHJI/m_'nŽ[ g g8HJ§ ZGY9U g g H_˜mUXPne[8PRZ'[8^R“ g HY9U g ne_GP#HJO Wq[8ZaQc–_G_a^YJY9H_ _jQ‘–_ Ÿ ‹\[ g Q6[8bRTVH_ [ F HO Y E H9TcTSH8¢© ˜ cmN² re ” c ² IQVLP   š Í ™ 1×Í$eVf ’‘ © t TSH#© I•[\“qQVI^eI nRH_A_aUXIKI/H_m[ g åZ˜QSH9TcTVH_

(64) Y9UiI/I/HJOP YJv [8PRZGHJ?P c © ⠎ HJZ¦PRQ6_ _ [8PRZ'[‹8[8PRZ c 9 t © ² ˜ I•[\ “ Í 8 egfS: Î < š c © ž

(65) #1 c © ›@ŽT t _Ÿ h ¢ T][›niQ6_aZ g QVbe^eZaQVUXP©nRHzT6[K‹\[ g Q6[8bRTVH tŽ t _Ÿ h h ¢ ² Ø1Ÿ °r ž tŽJ1 h ¢  *  ˆ-,/.,‰(UXZ:[ ZaQVUXP_2^eZaQcT‘Q6_RHJO H_J™ ¯. 1Ÿ_h ¢. sX™Vsi™

(66)  

(67) G   Œ †G‚

(68) 

(69) ! sX™#" ¼6¾¿·=Äž Çn¸ 1Ÿ_h ¢ Ë#$&% ¸ ·R¶ ºEÇ ¼8»;À¶6¾¿Ä('nËh¬ H_ g HO _a^RTVZ:[8Z:_1nRHI•[ g Y E H•› [TJHO [8Z U8Q g H Ÿ Q6nRHJPqZ˜QSZeHO nRHCžXmRQSZqzJH g ¢ nRUiPePeHJPqZzT6[KZ g [8P_–=U g IwHJO HnRHƝ [8mRT6[XY9H/nRHT6[›niQ6_aZ g QVbe^eZaQVUXP nRH#} ™š

(70) HJZ ZH,Q6nRHJPqZ˜QSZeHO H_aZzUXbeZ HJPR^)HJP ^eZ˜Q‘TcQ6_ [8PRZzT6[1–[XY9Z U g Q6_ [ ZaQVUXP)nRH,ª«QSHJPeH g¬­ UXmR– @ pR”xR”LXpB™ ÒPCn

(71) HO Y9UXIKmUq_aHzT6[I›[ g Y E H[T HO › [8Z U Q g HzQSPR¦PRQVHHJP:9 ))^ePeHÆ_aHY9Z˜QSUiP _JŽ[ g g8HJ§ Z9[8PqZ'HJP r 3 )TVH g H_aZHnRH,T6[I•[ g Y E H[TJHO [8Z U8Q g HX™  H/I•[“RQVIÆ^eI nRH/Y9HJZ Z H/nRHJ^R“RQ HJF I/H/_aHY9ZaQVUXP©nRUXPePeH1TcQVHJ^ [KF ^ePeH/Y9UXPq‹iU8TV^eZaQVUXPG”HJZ,UXP)UibeZaQVHJPqZ,mŒUX^ g 1[Ÿ h ¢

(72) ^ePeHCHO dX^[ ZaQVUXP)nRH g HJPeUi^e‹XH9TcTSHJIKHJPqZ,n

(73) HJO mŒHJPne[8PqZznRH #[Ÿ h ¢:™  H,Z E HJO U gHJF I/HnR^ g HJPeUX^e‹XH9TcTVHJI/HJPqZ(PeUX^_nRUXPePeHzT6[/_aU TS^eZ˜QSUiP)[X_a`RI/meZ UXZaQ6di^eHnRHY9HJZ Z H)HO di^aQVUXPG™ ÒP UXbeZaQVHJPRZ s‹ 1_Ÿ h ¢ -+*Ž;á â, k š di^n h -/.£ Le#™ " ¼6¾¿·=Äž Ç6¸t [Ÿ h ¢ Ë$-% ¸ ·;¶ ºCÇNÇ6¸ ¾¿¼ ¹fºC¸=Ê ½ ¸ ºC¸ À ¸ ·=ÁW½G¶6µ.'nË ÒP g H9TcQSH$T][zniQ6_aZ g QVbe^eZaQVUXP›nRH tŸŽ [zF Y9H9TcTSHznR H Í  ™ š2HYQ±_aHz–[QVZHJPCn

(74) HO Y9UXI/mŒUq_ [8PRZ2T6[/I•[ g Y E H[\T HO [8Z U8Q g H,m[ gg [8memŒU g Z [F ^ePC_aHJ^RQcT h HJZHJPCY9UXI/m[ g [ PqZ.

(75)   

(76)      !" #$ %&')( *% $" . tŸŽ. /[ F Y9HÆ_˜HJ^RQ‘T™uÒP)UXbeZ˜QSHJPRZ ØNÙ @ Í. . Û. h B@². ØNÙ @ tŸŽ. h BÕ¦. ØNÙ @ Í$ei’L² B ØNÙ @ Í.  8 ei’ ! <. Û. h. ‹ š  t Ž. 1. h B. š. . U ^ÃF Í  8 ei’ ! < H_aZzTVH g HY9U g nC[8b_aU TS^©nŽ¤^ePeHKI•[ g Y E HÆ[TJHO [8Z U8Q g HY9UXI/I/HJPOYJv [8PRZ,HJP'cŽ8™GG[nRHJ^R“RQ HJF I/H m[ g ZaQVH nRH}T ŽaHO di^aQVUXPCQVPRZ g UenR^RQSZ^ePeHQVPRZeHJO W g [TVH•nRH•Y9UXPR‹XU8TV^eZaQVUXPwdi^GŽ¤UXP HJO Z ^niQVH g [ [X_a`RI/meZ UXZ˜Q]di^eH ¬ IKHJPqZ”ŒdX^n h -/. ™ ÒP HJP n2HO nR^RQSZzdX^eH s ‹'t _Ÿ h ¢ -+*¤;á â, k  }  [•niQ6_aZ g QSbe^eZ˜QSUiP nRH,T6[K‹\[ g Q][ bRTS‚H } â QVPRZ H g ‹iQVHJPqZ,ne[8P_2TVHÆYJ[\T]Y9^RT

(77) nRH *}¤™ pe™#" ¼6¾¿·=Äž Çn¸ ¾¿¼ =Ä ¸ Ä ¸Çn¸-Ç ½ZÀÁ º ½W»ÄÅÁW½G¶6µ Ç6¸Ô Ÿ ¢G¢ Ë ÒP g HJI•[ g di^eH g [di^eNH Ô Ÿ cw1¢:”iUX^•‹8[ g Q6[8ZaQVUXP›mUR_Q ¬ Z˜QS‹iH,I•[“RQSI^eI_a^ Hg @ s == cwJBH_aZ'TVH,I•[“RQVI^eI nRH_ t ™ š  ª @ s šx BV31HJP•H9¨GHJZ#Z UX^eZ HzH9“Y9^ g _QVUXP)nRH ‹8[ g Q6[8ZaQVUXPKI•[“RQSI^eIY9UXI/I/HJPY9HP#HO Y9H_ _ [Q g HJIKHJPqZ [zF ^eP/mŒU8QVPqZnŽaHO Y E H9TcTVHnRH_ g HY9U g ne_'n2HO Y g U8Q6_ _ [8PRZ:_ Ÿ ‹XU8Q g ¦WX^ g H/s ¢:™ ÒP/[,nRUXPY ØNÙ @ Ô Ÿ cw,4¢ 1 h B² t w _Ÿ h ¢:™8š2HYQ¥nRUXPePeH2T][,niQ6_aZ g QVbe^eZaQVUXP•nR H Ô Ÿ ¢ ¢¥mŒUX^ g TVH_A‹\[TVHJ^ g _ 5 © F Ÿ E  g F nRH ¢HJO Wq[TVH_[ ^R„ “ c ™A'Ž[8memRTcQ6YJ[8ZaQVUXP [ T6[›TcQVIQVZ H - .w¢’nR^ Z HJO U HJI/H/nRHœ'T6[XY  H9TcTmH g I/HJZ nŽ UXbeZ HJPRQ g Ô Ÿ ¢ ¢

(78) mŒUX^ g Z UX^eZ ¢‡™ Le™;†:*otƒ Š ƒ

(79) *¡ †:* 8ŠZƒ *o„ *6ƒ  ‰wƒ ‡„wŠ  ƒ ŠG ‡Ã†:* Š *o:*o„  ‰(UX^_Y9UXP_Q6n

(80) H O g UiP_zT6[ I•[ g Y E H [\T HO [8Z U8Q g H›[X_ _aUeYQ HJO H•[8^R“w_aUXI/I/H_"m[ g ZaQVH9TcTVH _ ÍwÌ² Ï ©ZÑ Ž ¯CU ^ F TSH_ ‹\[ g Q6[8bRTVH _ ¯° _aUXPRZKQSPn2HJO mHJPne[8PRZ H_ HJZ)niQ6_aZ g QVbe^#HJO H_)Y9UXI/IKH ^ePeH ‹\[ g Q6[8bRTVHwnRUXPeP#HJO , H ¯w™#‰UX^_[\T‘TVUXP_ EY H g Y E H g©[ F UXbeZ HJPRQ g T6[ TVU8Q’nRHT6[ ‹\[ g Q][ bRTSH } â ² Í  ”

(81) U ^ F r â H_aZTVH Z HJI/m_›nŽ[ g g8HJ§ ZÆnŽ[ Z Z H9QVPqZH nR^ å nRHJIQ ¬ mRT6[8P©P#HJO Wq[8ZaQc–‡m[ g T][}I•[ g Y E H[T HO [8ZU8Q g HX™ š

(82) HJZ ZH,TVU8Q'H_aZUibeZ HJPq^eHW gi[X§ Y9H [KF ^ePeH/nRUX^ebRTVH}n2HO Y9UXI/mŒUq_QVZaQVUXP©nRHª«QVHJPeH g ¬­ UXmR–nR^ di^_Q ¬ QVPq‹XH g _aH•nRH 0  á â   ™ g @ "s !QB'di^RQ—^eZaQcTcQ6_aHTVH_(–=UXPY9ZaQVUXP_zYJ[ g ¬ ÒPCmHJ^eZ,Z g UX^e‹XH g Y9HJZ ZHÆn2HJO IKUXP_aZ g [ ZaQVUXP)ne[8P_ > [ g TcQVP  D [`iTSU ? g g @ l [XY9ZeH O Q6_aZaQ6di^eH;_ 3PeUX^_›_a^RQV‹ UiP_Y9HJmHJPne[8PRZ)‰HJ‹iHJ^ LXDL BHJZ UXbŒH g Z @ L8{ BmŒUX^ g T6[wn2HJO I/UXP_aZ g [8ZaQVUXP nRH T6[ n2HO Y9UXI/mŒUq_QVZaQVUXP nRHª«QVHJPeH g ¬­ UimR–ÆdX^eHPeUX^_Ɩ£H g UiP_Æ[ ^wm[ g [8W g [8m E H L ™Le”AHJZš E ^ePeW @ p B#mUX^ g _aUXP [8memRTcQ6YJ[8ZaQVUXP©[8^)YJ[T6Y9^RT

(83) nRH,T6[1TVU8Q—nR‚H } ⠙ G[1–[XY9Z U g Q6_ [8ZaQVUXP)nRH,ª«QVHJPeH g ¬­ UXmR– [X_ _aUeYQVH [1F T6[/di^_Q ¬ QVPR‹XH g _aH Ÿ I•[ g di^#HJO Hzm[ g ^ePeH1‹\[ g Q][ bRTS

(84) H #G”[‹XHY $ # $ 1 s8¢ nRHzT6[KZ g [8P_–=U g IwHJO HnRHG[8mRT6[XY9HÆnRH"T6[/niQ6_aZ g QVbe^eZaQVUXP©nR H ¯ nRHJ^R“–£UiPY9ZaQVUXP&_ %@› HJ'Z % â 9 s Ÿ LR¢ Ÿ Ÿ s‹# 0KŸ á â  ¢ ²%@› # š( )¢ % â # š*( y¢ 3 TVH_#–=UXPY9ZaQVUXP+_ %@› HJ'Z % â _aUiPqZ#[8P[TV`qZ˜Q]di^eH_(HJZ g H_amHY9ZaQV‹XHJIKHJPqZzbU g P HJO H_#ne[8P_±TVH_nRHJIQ ¬ mRT6[8P-_ , Ÿ ( ¢ r HJ'Z , Ÿ ( ¢ ž«r 3)Y9HJZ Z Hz–[XY9Z U g Q6_ [8ZaQVUXPH_aZ(^ePRQ]di^eHX™ G[›nRUX^ebRTVHÆn2HO Y9UXI/mUR_QVZaQVUXPI/HJPRZaQVUXPeP HJO H1m g HO YŒHO nRHJI/I/HJPRZ H_˜Z” ) nŽ ^ePeH•m[ g Z^ePwn

(85) HJO ‹XH9TVUXmemŒHJI/HJPqZH9“em ¬ TVUXW©nR^¡di^_Q ¬ QVPq‹iH g _aH)Y9UXPePR^¡_˜UX^_zTVH›PeUXI nRHK–£U g I^RTSHnRH žXmRQVZazJH g ™ ))HJZznŽ[8^eZ g H,m[ g Z^ePeHÆn2HO Y9UXI/mŒUq_QVZaQVUXP›–[Q6_ [8PRZ#QVPqZ H g ‹XHJPRQ g TVH_(Z HJI/m_nŽ[ g g8HJ§  Z r â HJKZ r › ” š

(86) UXIKmeZ HZ HJPR^ nRH(TŽ¤^ePRQ6YQVZƒH,O nRH_±–£UXPY9Z˜QSUiP._ % › HJ&Z % ⠔qY9HJZ Z H,nRUX^ebRTVHn2HO Y9UiI/mUq_jQSZ˜QSUiP•nRHª«QVHJPeH g ¬­ UXmR– PeUX^_znRUXPePeH g [/nRHJ^R“Q6nRHJPRZaQVZeHO _ 3PeUX^_#ZaQ g H g UXP_nRHzTŽ¤^ePeHnŽ¤H9TcTVHT6[1TVU8Q

(87) nRH } ⠙ Le™Vsi™    .G† / ¥‚ 

(88)  G  0 V ¥ "1*2 3/54›  7 68/1  9 ‰Ui^_/[8memRTcQ6dX^eUXP_}T6[ n2HO Y9UXI/mŒUq_QVZaQVUXP nRH. g  ¬ ­ F g E ª«QVHJPeH UimR– [zT6[,I›[ Y H$[\T HO [8Z U8Q g H Ÿ Íte¢‡HJP/^eZ˜Q‘TcQ6_ [8PRZ#^eP•n2HJO ‹iH9TSUimemHJI/HJPRZ

(89) H9“em ¬ TVUXWÆnR^dX^_Q ¬ QSPR‹XH g _˜H 9 s ² H9“em Ú TVUXW

(90) : s à ² H9“em < = ! ß © 3 s ‹¡ß  s ‹¡ß-; } ©ZÑ Ž 5?>.

(91) &.   

(92)      !" #$ %&')( *% $" . PeUX^_(UXbeZ HJPeUXP_ 9 Ÿ pR¢. ! #© © s = K 0 Ÿ  s‹ # K0 Ÿ á â  ¢ ²% › % â ² H9“ƒm < ©ZÑ Ž 5 á2â  ¢ > 3 H_}¯ © HJO Z:[8PRZ'QVPn2HJO mHJPne[8PRZ:_J”ŒPeUX^_[‹XUXP_ 0/Ÿ á â ¢h²  0KŸ á â ,¢  ”eHJZznRUXPY ! #© s = Ÿ {e¢ 0/Ÿ áTâ f ¢ š <  ² f %  › % ² 9 H e “ m 5 > K 0 Ÿ â s ‹ # á â  ¢  ©ZÑ Ž di^eHPeUX^_#mŒUX^e‹XUXP_ g H¥O HO Y g Q g H 9 © ! s #

(93) Ÿ ¢ Ú 0 á2â f à š ² 9 H e “ m 5 K 0 Ÿ s‹ # á â   ¢ ©ZÑ Ž I•[Q6_(PeUX^_[‹XUXP_ 0KŸ áTâ f h ¢ ² 0/Ÿ áTâ f 3Í © Û rR@¢ ¦ 0/Ÿ áTâ f 3Í © ž rR¢ 3 nRUXPY © © ! ! s # #   f f ©

(94)

(95) © Ÿ !R¢ Ú 0 Ú 0 s‹# 0KŸ á â  ¢ ²%@›% â ² ©ZÑ Ž H9“em 5 á â 3Í Û r à ©ZÑ Ž H9“em 5 á â 3Í ž r àÏ ¬ [8P_2TVH1m g HJIQVH g m g UƒnR^RQVZ(QSPR¦PRQ”UXP)[ á â   ž sX”eme^RQ6_ di^eHÍt%Û rHJZ, ( «r3PeUX^_#HJPCn

(96) HO nR^RQ6_aUXP_   

(97) ! H9“em Ú # © 0 á â f 3Í © Û r  à  1

(98) ! H9“em Ú $ # $ © à ² H9“em < = ! $ # $ © ² s š  ©ZÑ Ž  ©ZÑ Ž 5 5 s ‹ $# $  ©ZÑ Ž 5 > $ $  HJZY9UX˜ I/© I/H # 1 sX”qY9Hzm g UenR^RQVZ#QVPR¦PRQ‡H_aZ#bU g P HXO ™ ¬ H(T6[1I HJ§ I/H(I•[8PRQ HF g HX” TVH,m g UƒnR^RQVZ#QVPR¦PRQ‡Y9UXPniQVZaQVUXPeP#H O m[ g Í ž År H_aZ2bU g P HO mŒUX^ g , ( ž«re™XG[n

(99) HO Y9UXIKmUq_QVZaQVUXP›nRHª«QVHJPeH g ¬­ UXmR–HJO Z9[8PqZA^ePRQ6dX^eHX” UXP/UXbeZaQVHJPRZ © ! #

(100) Ÿ yX¢ % › ² ©ZÑ H9“ƒm Ú 5 0 á â  f 3‘Í © Û r  à. Ÿ_E ¢. % â. ². !. Ž.

(101) H9“ƒm ©ZÑ Ž. Ú #5. ©. 0. á2â  f 3‘Í © ž r  à. eL ™L ™ 

(102)   6‚ 

(103)    0 V  "1*2  /4)‚ „  

(104)  e‚

(105) JŒ† /‡‚   

(106) r › 

(107) „r ⠒‰(UX^_/[\T‘TVUXP_ I•[QVPRZ HJPRZnRUXPePeH g ^ePeHÆnRHJ^R“RQ HJF I/Hn

(108) HO Y9UXI/mŒUq_QVZaQVUXPCnRH,ª QVHJPeH g ¬­ UXmR–#HJZ#T6[m g HJ^e‹XHnRH,TŽ¤^ePRQ6YQVZƒHO nRH,T6[ n2HO Y9UiI/mUq_jQSZ˜QSUiPG™ ‰(UX^_/[‹XUXP_1bH_˜U8QVP [8^wm g HO [\T][ bRTSH)nŽ ^eP TSHJIKI/H niQ6_ [8PRZ/dX^eH›T6[CI›[ g Y E H)[T HO [8Z U Q g H•m g Q6_aH)[ m g HF _1^eP Z HJI/m_znŽ[ gg\HJ§ Z#H_aZz^ePeH g HJO mRTcQ]di^eHm g UXbRQcTcQ6_aZ H•nRH"T6[/I•[ g Y E H[T HO [8ZU8Q g HzQVPRQSZ˜Q][\TSHX™‡ÒP)Z g UX^e‹XHY9H,TVHJI/IKH ne[8P_"š E ^ePeW @ Dp B” l UibH g Z @ L8{BGHJZ ¬ ^ g g HJZZ @oE B Ÿ mG™Vs yXyX¢:™ Œ† †  "! ¶6½mÁ ¯  Äŵ ¸ À‚ÄŽGÁ ¸Ç6¸$# ¼ º ½G¼8»‘¾ ¸ À¼6¾ ¸ ³ ¼6ÁW¶n½ ºC¸ À½WË ½ Ë Ç Ë ¸ Á&%  ¾¿¼Á º ½W»Ä ¸ µ8É ¸ µ Ç6º ¸=³ ¸ ¹ ¼ ºu¯ ŽTš = š ¯  ¶! n½mÁ(' Ä8µ Á ¸=Ê}¹ À ÇÈ ¼ ºRº¸ ) Á+* - ˜ 6-, .®&.ºE¸ ¾¿¼6ÁW½ #¸=ʸ µtÁ ¼! ¾q¼0/L¾¿Á º ¼nÁW½m¶6µ Ÿ % ed¢  €r21 ·R¶6µ Ç ½GÁW½m¶6µtµ ¸ ¾m¾ ¸43 ʸ µtÁ ¼¡  ¾ È ¸5³ # ¸ ³ µ ¸=ʸ µtÁ ˜ ' 1 .®&. ¾¿¼ÀÄŽmÁ ¸ Ÿ Í766›t‹×Í76Œ ¢ ¸ À‚ÁN½Gµ Ç ¸X³ ¹k¸ µ Ç ¼6µtÁ ¸%Ç Ä®·R¶6Ä ¹ ¾ ¸ Ÿ Í76 š ' 8¢ .#¸ ÁN¼ ³ ¿ ¾ 6 ¶  ½ . Ä ¿ ¾ ¼ ¼ ‘ · Æ 6 ¼ ¾ n ¼ W Á 6 ¶ ½ G ½ w µ G ½ W Á m ½ 6 ¼ ¾ Ÿ Ê9¸=) ʸ ¸ Ê º ¸ ¸ ºC¸ ¸ Íw ¢ : ºC¸ Ä #¸ Ë žXU8QV(Z ;!ª 6 HJ=Z < š Ý nRHJ^R“–=UXPY9ZaQVUXP_(œ

(109) U g H9O TcQVHJPePeH_zmUq_jQSZ˜QS‹iH_J”eUXP)[ 0 (< Ÿ Í T›76 ‹ Í 6 ¢ ÝŸ Í 6 ¢9s > 6 Ñ@?BA  ² 0 (< Ÿ Í T› ? ‹®Í ? ¢ ÝŸ Í ? ¢:s > 6 Ñ@?BA  3 Œ P g HJI•[ g dX^[ PqZdX^eH Ý¥Ÿ Í ? ¢9s > 6 Ñ@?BA H_aZ % CI/H_a^ g [8bRTVHHJZdX^eC H < Ÿ ÍwT› ? ‹ Í ? ¢PeHn

(110) HJO mŒHJPnwdX^eHnRH_ Ÿ ¯%Î E¢ Î D? ›fŽ8”ƒT Ž QSPn2HJO mHJPne[8PY9H›nRH_ Ÿ ¯e¢2PeUX^_nRUXPePeH Ë.

(111)   

(112)      !" #$ %&')( *% $" . #. Ÿ < Ÿ Íta› ? ‹ÌÍ ? ¢¢ 0  ÝŸ Í ? ¢:s> 6 Ñ ?4A  ² 0 Ÿ < Ÿ Íte¢ ¢ 0  ÝŸ Í76 ¢:s > 6 Ñ@?BA  š HJZnRUXPY Ÿ Í766›t‹ Í76 ¢ [I HJ§ I/HTVU8Q

(113) di^eHÍw•HJZ(H_aZ#QVPn

(114) HJO mŒHJPne[8PqZ,nR^)Y9UX^emRTVH Ÿ Í76 š ' ¢:™ H1Z E HJO U gHJF I/HnRUiPePqZ$T][›n2HO Y9UiI/mUq_jQSZ˜QSUiP)nRHª«QVHJPeH g ¬­ UimR–

(115) H_aZ[TVU g _ 9        †C"! ¶n½mÁ ¯ Äŵ ¸$# ¼ º ½m¼8»‘¾ ¸ ¼6¾ ¸ ³ ¼6ÁW¶n½ ºC¸ Ë :r¶6Ä º ÁW¶6ÄÅÁ # . Á ¸ ¾7 =Ä ¸ $ # $ 1 s . ½G¾ ¸ ½ À‚Á ¸LÇ6¸ Ä  ¶6µw·ÁW½m¶6µÕÀ %@› Ÿ # š c¢.3% ⠟ # š c0¢ # ¸=³ º ½ /r¼6µtÁ sX™ s Ÿ xR¢ Ÿ Ÿ K 0 s ‹ # Ÿ á â  ¢ ²%@› # š*( ¢ % â # š*( R¢  } Le ™  ¼  ¶nµw·=ÁW½G¶6µ % ⠟ # š c¢ ¸ ÀÁ»U¶ º µ ¸³ ¸ ¼6½GµoÀ½- =Ä ¸ À¶6µ×½mµ #=¸º À ¸Ç ¼nµoÀ¾ ¸,Ç6¸=Ê ½ ˜ 3Z¹ ¾¿¼6µ ˜ , ( ž År  1 ¾¿¼  ¶6µt·=ÁW½G¶6µ %f› Ÿ # š S¢#¸ À‚ÁL»U¶ º µ ¸=³ ¸ ¼6½GµoÀ½8 Ä ¸ À¶6µ!½mµ #=¸=º À ¸Ç ¼6µÕÀ¾ ¸-Çn¸=Ê ½ 3 ¹ ¾¿¼6µ , ( rk%¸ Á. TcQSI ! %@› Ÿ # š( y¢ ² 6s  0. yµ. +< ŸŸ wÍ a›  6 ‹ Í76e¢ Ý¥Ÿ Í. ¸ Á ¸ ¾G¾ ¸-Ç ¸ ³ ·;¶ Ê}¹ ¶TÀ½mÁW½G¶6µ ¸ ÀÁhÄŵw½ =Ä ¸ Ë. 6e¢:s5> 6 Ñ@?BA . ². 0. 

(116) . (‰ UX^_•Y9UiP_Q6n

(117) H O g UXP_›^eP«Z © HJI/m_›nŽ[ g g8HJ§ Z ' Ÿ ZH9T’dX^eH'r › UX^†r â ¢:”'bRQVHJP n2H9O ¦PRQ_a^ g T6[C¦eTVZ g [ ZaQVUXP %  Y9UXP_aZ g ^RQVZ H _a^ g T][ _a^RQVZ H!¯ ™'‰(UX^_›[TcTSUiP_•n2HO Y9UXI/mUR_aH g T6[CI•[ g Y E H)[TJHO [8Z U8Q g H [CF m[ g ZaQ g nRH Y9HZHJI/m_ nŽ[ gg\HJ§ Z9›š2UXP_Q6n

(118) H O g UiP_'T6[/_RH O g QVHzW—HJO P#H O g [8Z g Q6Y9H[i_ _aUeYQ HJO H ["F T6[Z g [8P_–=U g IwHJO H$nRH [8mRT6[XY9HÆnRHzT6[niQ6_aZ g QVbe^eZaQVUXP Íw3PeUX^_[‹XUiP_ ! !  # áTâ ² 0 < = 0 < = Ÿ srƒ¢  t # T á  â   ² sL‹# 0Ks Ÿ á  > > â  ¢ Ñ m Ñ m ‰(UX^_n2HO Y9UXI/mŒUq_aUXP_±TVHm g HJI}QSH g Z H g IKHnRHzT ŽaHO di^aQVUXP©srHJP ! 6 Ž ! # áTâ ² 0 < = â #  á2â5 ¦ 0 < = #  á2â5 š Ÿ sXs ¢ 0 < = > > > Ñ 6 Ñ m Ñ m HJO Z9[8PqZ'HJPRZ HJPnR^dX^eH,_a^ g TŽ¤HJP_aHJIbRTVH ˜ ' ² .®T6[1m g HJIQ HF g H_aUXIKI/HH_aZ Ï ! Ñ m HJZ'T6[nRHJ^R“RQ HJF I/HzH_aZ

(119) ‹iQ6nRH HJZHJO Wq[TVH [ F zH O g U™eG[/nRH g PRQVH g Z H g I/HnRH"T ŽaHO di^aQVUXP©sXszmHJ^eZ HJ§ Z g H g HO HO Y g QSZY9UXIKI/H ! ! ! n  n 6 w ›  6 = = = Ÿ sLƒ¢ 0 < 0 < # á â  > ² 0 < # á â Ñ #  á â  n  â  >  ѐ 6 # á â  > ² ѐ m  m H"TSHJIKI/H•szPeUX^_niQVZdi^eH Í 66›t‹¡Í 6[1T6[I HJ§ IKHTVU8Q—di^eH Íw/HJZ(H_aZ2QSPn2HJO mHJPne[8PRZ,nRH Í76›HJZnRH ' ™H I/HJIb g HnRHn g U8QVZ HÆnRH/sLH_aZnRUXPY HJO Wq[T [ F ! 0 # 6 á2â   0 < = #  áTâ > ² 0 # 6 á2â    s ‹ # 0Ks Ÿ á ¢  ѐ m â  ‰(UX^_mŒUX^e‹XUXP_(nRUXPY g HO HO Y g Q g Hsr/_aUX^_ T][}–=U g I/H 6= ⠎  s  6. Ÿ spƒ¢ 0 0 s‹ # 0KŸ á â  ¢ s ‹ # áTâ  Ÿ² <  Ñ m # á2â5 >  ‰(UX^_[‹XUiP_ nRUiPY8”eHJP)m g HJP[ PqZ ' ²†r ⠔eZHJI/m_nŽ[8ZZ H9QVPqZ HnR^CnRHJIQ ¬ mRT6[8P©nŽ¤U g nRUXPeP#HJO H_2P HJO Wq[8Z˜QS‹iH_J” 0 Ï  å Ñ â m Ž #  á â  s Ÿ sJ{ ¢ s ‹ # 0KŸ á â   ¢ ² }s ‹ 0 #  å á â å   .

(120) $.   

(121)      !" #$ %&')( *% $" . ‰(UXZ UXP_ Ÿs ¢. % ⠟ # š*( ¢g². š

(122) UXIKI/HÍ$ å ¡ ž r}HJZ $ # $ 1 Xs ”_a^ g , (. s ‹ 0 #  r ”ePeUX^_[‹XUXP_. ž.  #  åwá â å  0. HJZnRUXPY. . s. å á â å.  . $# $š 1. s ‹ $ # $ ž $ sL‹ 0 #  å á â  å  $ ž s ¦ $ # $ 3  nRUXPY % â HJZz_aUXP›QVPq‹iH g _aH_aUXPRZbŒU g P#HJO H_(_a^ g ˜ , ( ž År R™ ‰(UXZ UXP_ [}F m g HO _aHJPRZ Ÿ s !ƒ¢. %@› Ÿ # š( ¢g². . 0. =. mÖo.  å. #  á â.  . ‰(UX^_nRHJ‹iUXP_#I/UXPRZ g H g di^eH % › mUq_ _ HF nRH[8^_ _jQGTVH_m g Uim g Q HJO ZeHO _HJO PeUiPYHJO H_ne[8P_ TSH1Z E HJO U g HJF I/HzLe™ ‰(UX^_#[TcTSUiP_#^eZaQcTcQ]_˜H g}[1F Y9HJZ Z H(¦P^eP [ g WX^eI/HJPRZ

(123) m g UXb[ bRQ‘TcQ6_aZ H1HJP _˜^RQS‹8[8PRZ‰HJ‹iHJ^ @ LiLQBHJZ l UXbŒH g Z @ L8{B™ f UX^ g ¢ 1 r ⠔RPeUX^_[‹XUiP_Í@Ž Û«r š = š Íw ⠎ š Íw Û r3›PeUX^_(mUX^e‹XUiP_nRUXPY HO Y g Q g H %@› Ÿ # š( y¢ ² =  0 #  á2â 5s >  ’m;: :   ’q:   m A   å  m ¬ Ž[8m gHF _KTŽ QVPn

(124) HJO mŒHJPne[8PY9H nRH_¯ © ”2TVH ‹iHY9Z HJ^ g©Ÿ ¯ Ž=š ¯ ¤=š = š ¯  ¢•[ I HJ§ I/H TVU8Q/dX^eH Ÿ ¯ oš ¯  ŽTš = š ¯%Žy¢ 3wnRUXPY Ÿ Íw š s >  ’m;: :   ’|:   m A ¢HJZ Ÿ Íw š s >      ’:      ”;: :   m A ¢UXPRZ[8^_ _Q

(125) I HJ§ I/H,TVâ U8Q™ÒP å å mHJ^eZ,nRUXPYCHO Y g Q g HzT6[1–=UXPY9ZaQVUX P å %f›wY9UiI/I/H Ÿ s8yi¢ %f› Ÿ # š*( g¢ ² =  0 #  áTâŒs >      ’:      ”;: :   m A   . å. m. å. (‰ UXZ UXP_)r › TVH

(126) m g HJI}QSH g Z HJI/m_jƒ g HY9U g n Ÿ HJPÆY9UXP_jQ]n2H O g [8PRZG^ePeH/HO Y E H9TcTVHY g U8Q6_ _ [ PqZ H

(127) nRH±T6[I•[ g Y E H

(128) [\T HO [8Z U8Q g H Ÿ Íw ¢ ¢y3Y8Ž¤H_˜Z

(129) [8^_ _QŒTSH(Z HJI/m_

(130) nŽ [8Z Z H9QVPRZ HnR^ nRHJIQ ¬ mRT6[8P_aZ g Q6Y9Z HJIKHJPqZ2mUq_QVZaQc– ”Xme^RQ6_ di^eHT6[1‹\[\TSHJ^ g [8Z Z H9QVPRZ H H_aZ_˜Z g Q6Y9Z HJI/HJPRZmRTV^_zW g [8PnRHdi^eHzT6[/‹8[TVHJ^ g r [1F TŽ¤U g QVW8QVPeHX™‰UX^_([‹iUXP_ › ²wQVPR– ˜ Û r nÍfÎÛ«År N²wQVPR– ˜ Û r6Í@ÎNÛ×ÍfÎ Ž š = š Í@ÎNÛ×ÍfŽ š ÍfÎNÛ rŝŏ r ⠝H_1Z H g IKH_,nRHT6[)_aUXIKI/H1QSPR¦PRQVH)nRHTŽaHO dX^[ ZaQVUXPws8y/‹\[TVHJPRZsmUX^ g ¢®²%r›HJZÆr›mŒUX^ g ¢ 17r › ™G‰(UX^_ mUi^e‹XUXP_znRUXPY)HO Y g Q g H ŸsE ¢. %f› Ÿ # š*( ¢h² s¦ 0. . #.  n. á â . n . =.   n. #â.  n. á â 5nâ@.  n  s> 5     ’|:     ”;: :  m A  å å. . G[_aUXIKI/Hne[8P_—T ŽaHO di^aQVUXP)s E mŒU g Z Hz_a^ g Z UX^_ TVH_±QSP_˜Z:[8PRZ:_ g HY9U g ne_

(131) nRH(T6[I›[ g Y E H[T HO [8ZU8Q g H Ÿ Í a›  n ‹ Í$ n 3R¢rRy¢ 3 nŽ[8^eZ g H/m[ g Z”TVH_1QVP_aZ:[8PRZ:_nRH g HY9U g ne_nRHKT][ I•[ g Y E H[TJHO [ Z U8Q g H Ÿ Í a›  n ‹×Í$ n ¢_aUiPqZ Y9HJ^R“)nRHT6[,I›[ g Y E H’[TJHO [8Z U8Q g H Ÿ Íw ¢±[ m g HF _ ˜ TŽ QVP_aZ:[ PqZr › ™Œš

(132) UX˜ I/I/H(m[ g n25 H9O ¦PRQSZ˜› QSUiP nRHHr › ”Xm g HJIQVH g ZHJI/m_ g HY9U g n)_aZ g Q]Y9ZHJI/HJPqZ(mUq_QVZaQc– ”ePeUX^_z[‹XUXP_ Íw Û×Í$ n  1 Ít%Û×Í © š i 1 r q”ePeUX^_[‹XUiP_ s >    n :     ’: 5    ”;: :  m A ² å s >    n : å     ’ :     ”D: : 5    n A s >    n :     n ’ : 5    n ” : : 5 €m A å ² s  å n å >  :      å ’:      å ”;: :     å n A ² s >    n :   â   n    ’ â@  n :   â@  n    ” â   n : :   â@  n m A  å. å.

(133)   

(134)      !" #$ %&')( *% $" .  H TSHJIKI/H sPeUi^_/niQVZ•dX^eH T6[ TVU8Q’nRH,Íw‹ Í$ n H_aZQ6nRHJPRZaQ6dX^eH [©F Y9H9TcTSH©nRH,Í  â  n Ÿ ¢ mUi^e‹XUXP_znRUXPY g HO HO Y g Q g H(T Ž H_am H O g [ PY9HnRH,T6[•_˜UXI/I/H,nRH,TŽaHO dX^˜QSUiP©s E _aUX^_2T6[}–£U g I/H . =. 0. .   n. #â. ².  0. ›. ¢:™'‰(UX^_.   n  s >    n : nâ   n    å ’ â   n : 5 6â   n    å ” â   n : : 5 6â   n m A . á â   â.  n. r. %. . =.   n. #â.  n. á â 56â.   n  s >    n     n ’ :    n     n ” : :    n   A  å å å å å å å 3. m[ g Z g [8P_T6[8ZaQVUXPCnRHzTŽ QVPniQ]Y9H ¢‡” PeUX^_#UXbeZ HJPeUiP_[TVU g _ . 0. . =.   n. #â.  n. á â   â.  n  s >      å ’:      å ” : :   m A  ² = 0 #  á â  s >  ’m;: :    . m. å. ’. m;:. 5 m A. . ²%@› Ÿ # š*( R¢ . ‰(UX^_[‹XUXP_#UibeZ HJPq^^ePeH g HJm g HO _aHJPqZ9[8ZaQVUXPnRH @% › Ÿ # š*( ¢

(135) [8P[TVUXWi^eH [/F Y9H9TcTSH/nRH

(136) % ⠟ # š*( ¢:” s %f› Ÿ # š*( h¢ ²   s ‹ 0 # n á â  n  L ¬ HzI HJ§ I/Hdi^eH % Ÿ # š*( ¢,HJO Z9[QVZ'bU g P#HJO H[QVP_Q‡di^eH’_aUiPQVPq‹XH g _aH’_˜^ g , ( ž r ” %@› Ÿ # š( ¢GH_aZ

(137) bŒU g P#HJO Hz[QVP_Q di^eHÆ_aUXP›QVPR‹XH g _aH_a^ âg , ( r 3 nRHmRTV^_J”Y9UXIKI/H Í$ n Û r ”. 

(138) Tc QSI ›+! %@› Ÿ # š*( ¢y² s6 ‰(UX^_n2HJO IKUXPqZ g UXP_2HJP [8PePeH9“eH Ÿ m[ g [8W g [8m E H,k™Vs8¢ATŽ[8P[\TS`eYQVZeHO nRH

(139) % â HJZ'% › ”emŒUX^ g $ # $ 1€sX™ ‰(UX^_•[‹XUiP_I/UXPRZ g H/O TŽ¤H9“RQ6_aZ HJPY9H nRHCnRHJ^R“ –=UXPY9ZaQVUXP_K‹

(140) H O g Qc¦¥[8PqZ}TSH_Y9UiPniQSZ˜QSUiP_CsX™'HJZLe™

(141) nRHCPeUXZ g H EZ HJO U gHJF IKHX™ ==TAPeUX^_ g H_aZ H [F I/UiPqZ g H g TŽ¤^ePRQ6YQVZeHÆO nRH,T6[/n2HO Y9UXI/mŒUq_QVZaQVUXPG™ žXU8QVZÆnRHJ^R“w[8^eZ g H_(–=UXPY9ZaQVUXP_  › HJZ  ⠋

(142) H O g Qc¦¥[8PqZ"TVH_,m g UXm g Q HJO ZeHO _ Ÿ 6Ë ¢HJZ Ÿ 8Ë ¢:™GG[ g H9T6[8ZaQVUXP x PeUX^_ nRUXPePeH s Ÿ Ÿ Ÿ Ÿ / 0 s ‹ # Ÿ á â  ¢ ²%@› # š( ¢ % â # š( ¢g²h› # š*( ¢  â # š*( ¢ š UX^  h› Ÿ # š*( ¢ % ⠟ # š*( ¢ š $ # $ 1 s š , ( ²€ro Ÿ sxƒ¢ ² Ÿ %@› # š*( ¢  ⠟ # š( ¢ G[}–£UiPY9ZaQVUX P Ÿ ( ¢±n2H9O ¦PRQVHm[ g Ÿ. Ÿ( h ¢ ² h% ›› Ÿ ## š*š*(( ¢¢ š , ( r š % ⠟ # š*( ¢ š , ( ž r š. Ÿ ( ¢h²  Ÿ # š*( ¢ â H_aZ#[8P[TV`qZ˜Q]di^eH,_a^ g

(143) ‹ ˜ , ( ²€År HJZ Y9UXPRZaQVPR^eH_a^ g

(144) 3/H9TcTVH,H_aZ

(145) nRUXPY([8P[TV`qZ˜Q]di^eH,_a^ g

(146) Z Ui^eZ'HJPqZaQVH gzŸ UXP n2HJO IKUXPqZ g H g [›Y9H_,m g UXm g Q HJO ZeHO _$HJP [8PePeH9“eH 9wZ E HJO U g HJF I/H,k1¢:™Aš

(147) HJZZ H,–=UXPY9ZaQVUXP©H_˜ZnRH/mRTV^_,bU g P HJO HX”ŒTŽaHJO Z:[8PRZ ne[8P_'Y E [XY9^eP/nRH_'nRHJIQ ¬ mRT6[8P+_ , Ÿ  ¢ ž r(HJZ , Ÿ  ¢ r 3PeUX^_A_ [‹XUXP_AnRUXPY2m[ g TSH(Z E HJO U gHJF I/H'nRHŒQVUX^e‹XQcTcTVH di^GŽ¤H9TcTSHH_aZzY9UXP_aZ:[8PRZ H 3›U g Ÿ T cQSI ›+! Ÿ ( h¢ ² T‘QVI ›+! h%@›› Ÿ ## š*š*(( ¢¢ ² s š 

(148) 

(149) nRUXPY  si” h›,²%@›#”  â ²% â HJZPeUXZ g Hn

(150) HO Y9UXI/mŒUq_QVZaQVUXP H_aZbRQVHJP)^ePRQ6di^eHX™.

(151) Ž[m.   

(152)      !" #$ %&')( *% $" . Le™p ™   'r ⠍ƒ‚"/ r › 

(153) GÌÍ$ å ƒ‚"/ Í$ n  1‰UX^_$–[Q6_aUXP_zne[8P_Y9HdX^RQ

(154) _a^RQVZz^_ [8WXHnRH,T6[ m g UXm g Q HJO ZeH O D [8^eb H O g QVHJPePeH_a^RQV‹\[8PRZ HX” Ÿ ‹XU8Q g [8PePeH9“eHZ E HJO U gHJF IKH{qrR¢ 9

(155)   /    

(156)    ! ¶6½mÁ}Ä8µ ¸ ÀÄ8½GÁ ¸Ç6¸ µw¶ Ê » ºC¸ À º ¸³ ¸ ¾ À  r2. Á ¸ ¾G¾ ¸ =Ä ¸ Ï ! Ñ m   Ù  ·;¶6µ #¸=º É ¸¹ ¶6Ä º’r!ž Ù 1 s . ¼n¾q¶ º À ! !  = =. Ù   Ù TcQSI s Ñ  ² Ñ  š ¶ Ä Â Ï ! Ñ. m. .   ¹o¸ ÄÅÁ ¸ ) Á ºC¸ /rµt½h¶6ĽGµ4/Lµw½WË. . m. m. ‰(UX^_[TcTVUXP_zn

(157) HJO I/UXPRZ g H g TVHZ E HJO U gHJF I/H_a^RQV‹8[8PqZ,Y9UXPY9H g P[ PqZ#TVH1Z HJI/m_nŽ[ g g8HJ§ Zr ⠏Ÿ g H _˜mG™r › ¢:™        †C   ¼  ¶6µw·ÁW½m¶6µÉ ¸ ³ µ ¸³ º ¼6Á º ½G· ¸Ç Ä!Á ¸=Ê}¹ À ÇuÈ ¼ º;º ¸ ) Á r â ¸ À‚Á Ç ¶6µtµ ¸=³ ¸#¹ ¼ º ! #©   = Ÿ LXrƒ¢ 0 # å Øu@ Í © ž rB > š ¸ Á ² sL‹©H9“em < ‹ ©ZÑ 5 Ž. Ÿ Les ¢. Ø1Ÿ rÅâ 1. w¢h² s .. ¼6Ä7 =Ä ¸ ¾y·R¼2À. ! KŸ rÅâG¢² H9“em < = s5 ©ZÑ. Ÿ LXLƒ¢ ¸Á. Ÿ LXpƒ¢. À½ ¸ ÁÀ ¸ Ä8¾ ¸=ʸ µwÁyÀ½ =. 0. s‹ 0 á â  å  ² 9H “em. !. ©ZÑ Ž. Ž. Øu@ Í © Û. ! s = < ‹ Z© Ñ Ž 5. s 5. Øu@ Í © ž. rB >. rB@² .. š. š.  áTâ f 3Í © ž r  > 0. : ºC¸ Ä # ¸ ËLŒ P/[8memRTcQ6di^qZ±TŽ¤^ePRQ6YQSZeHO nRH2T6[(– [iY9Z U g Q6_ [8Z˜QSUiP}nRH#ª«QVHJPeH g ¬­ UXmR–‡[8^R“}n2HO Y9UXI/mUR_QVZaQVUXP_AUXbeZ HJPR^eH_ ne[8P_$TVH_•HO di^aQVUXP_zy1HJZ E ”ePeUX^_$UXbeZ HJPeUXP_2TVH_znRHJ^R“Q6nRHJPqZaQVZeHO _ © ! # s

(158) Ÿ L8{ ¢ Ÿ 0 á â  f 3Í © ž r  à š HJZ” Ú ² 9 H e “ m % â # š*( ¢g² 5   ©ZÑ Ž s‹ 0 # å á â  å  © ! #  =

(159) ŸL  ¢ Ÿ 0 Ú % › # š*( ¢y² # áTâ  ² ©ZÑ H9“em 5 0 á2â  f 3Í © Û r  à̏  Ž Œ.  å. mÖo. P g HJI•[ g dX^RZdX^eH

(160) #  å ²€rmUX^ g $ # $ 1 s"HJZKr 0 #  åfá â  ² s‹ 0 #  åfá â  s  ‹ å å Ÿ L !ƒ¢. â ² 3rÅâ 1. .. ” PeUX^_#mUi^e‹XUXP_ g H¥O HO Y g Q g H(TŽaHO di^aQVUXP)L { . ² H9“em < ‹ = ! # 5 © 0 á2â  f 3Í © ž r  > ©ZÑ Ž. 3. P – [\Q]_[8PqZ ( ² rKne[8P_L !e”eY9UXIKI/H 0 Ÿ s 3Í © ž«rR¢h² Ø1Ÿ Í © ž rƒ¢:”RPeUX^_UibeZ HJPeUXP_2TŽaHO dX^˜QSUiP)LXre™ f UX^ g $ # $ 1sX”ŒHJP©m g HJPRZ,^ePeH•n2HJO ZH g IQVPaQVUXP©Y9UXPR‹XHJPRTVH•nR^CTVUXWR[ g QVZ E I/HX”PeUX^_zmŒUX^e‹XUXP_ HO Y g Q g H TŽaHO di^aQVUXP)L {•_aUX^_2T6[1–=U g IKH ! © = # 0 á â f 3‘Í © ž r  ²wTVUXW Ÿ % Ÿ # š*( ¢ ¢R Ÿ LRyi¢ â ©ZÑ 5 Œ. Ž.

(161)   

(162)      !" #$ %&')( *% $" . ŽUŽ. ' Ž[ P[TV`ƒYQVZeHÆO nRH % â HJZ %@›wHJPRZ g [ ÓS§ PeHdX^eH"T6[_qH O g QVHnR^Cm g HJIQVH g Z H g I/HnRH,TŽaHO dX^˜QSUiP LRyÆY9UiPq‹XH g WXHmŒUX^ g $ # $ 1 sX™e‰(UX^_#mŒUX^e‹XUXP_znRUXPY,[8memRTcQ6dX^eH g T6[Km g UXm g QJHJO ZƒH,O pHJP›–[Q6_ [8PRZ'#² sne[8P_2TŽaHO dX^˜QSUiP)LRyq”Y9Hdi^RQ PeUX^_znRUXPePeH,TŽaHO dX^[ ZaQVUXP Lipe™ f UX^ g T6[I HJ§ I/H g [\Q]_˜UXPG”RT6[1TcQVIQVZ H/nRH 0/Ÿ #  å ¢ _JŽ UXbeZaQVHJPqZ(HJP–[Q6_ [8PRZ # ² sne[ P_2T6[•_RH O g QVHnR^I/HJIb g H n g U8QVZnRHTŽjHO di^aQVUXP©LXre™‰(UX^_zPeUXZ UXP_ [›F PeUi^e‹XH[8^ di^eH #  å ² r›mUX^ g r â ²A. ”GHJZY9UXI/IKHX”GnŽ[8^eZ g H m[ g Z”ePeUX^_[‹XUXP_ TcQVI Ž 0KŸ #  åh¢ ²%TcQVI Ž 0KŸ #  å)3yrÅâ'1 .w¢. ! © =! 1 = 5 Ø 1 Ÿ Ø Ÿ rÅâ ² 5 h¢ ² 1 Ø Ÿ rÅâ'1 .w¢ š ²%TcQVI Ž rÅâ,² ¢ # ² Z© Ñ Ž Z© Ñ Ž  PeUX^_"UXbeZ HJPeUXP_zdX^eH ˜ Ø1Ÿ r â 1 .w¢ ²%sT•_jQ—HJZ_aHJ^RTVHJI/HJPRZÆ_jQ‡T6[)_˜UXI/I/H°Ï !Ž Ž© Ø1Ÿ Í © ž ƒr ¢H_aZQVPR¦PRQVHX™ Œ PR¦PG”ŒHJP–[Q6_ [8PRZ ( ² r/ne[8P_ T ŽaHO di^aQVUXP)L  ”RPeUX^_([‹iUXP_  . ŸL E ¢ 0. I•[\Q]_.   0. Ž =å â #  Ñ.  Ž. . ! © # u = Ø @ Í © Û r B > ² H9“em < Z© Ñ Ž 5. Ž ! Î Ž ! ! =å â #  & 1Ø Ÿ r â ² Œ¢ = â #  ² = = #  ² = Ñ m Ñ m ÎÑ m ÎÑ m Ñ m ! ! = = # ² Ñ . m. Î o . 3.  Ø1Ÿ r â ². Œ¢.  Ø1Ÿ rkâ­². ! = Œ¢² #  Ø1Ÿ rÅâÃÛ

(163) Œ¢ š ѐ m. m[ g QVPqZH g ‹XH g _QVUXP)nRH_#nRHJ^R“ _˜UXI/I•[8Z˜QSUiP_;3PeUX^_2mUX^e‹iUXP_#nRUXPY g HO HO Y g Q g H#TŽjHO di^aQVUXPL E ”iHJP•^eZaQcTcQ6_ [8PRZ#T6[ m g UXm g Q HJO ZeH,O p1TVU g _dX^eH

(164) #Z HJPn›‹XH g _,sX” ! ! ! s Ø Ÿ Í © Û rR¢   = = = Ÿ LXxƒ¢ Ø1Ÿ r â Û¥¢G¢² 0KŸ r â ¢² H9“em < TcQSI Ž # Ø1Ÿ r â Û£¢ ¢² 5 > . Ñ. pe™ *  h ƒy„. Ñ. m. . ƒ ŠG ‡Ã†:*. . ©ZÑ Ž. m. a ‡„ˆ  Ì * †:*   *oˆu„  * ƒy„

(165) *  *  † ¿ (  *   a„ ƒ  „  4Š  *6ƒ   ‰ ‰uˆ  †:*  ‰@ h ƒ  w ƒ * . (‰ UX^_ g HJ‹iHJPeUXP_ [KF T6[)n2HJO I/UXP_aZ g [8ZaQVUXP m g UXm g HJI/HJPRZÆniQVZ H›nRH_z–=U g I^RTVH_nŽ =W8TVH E [ g Z ¬V> [ g T‘QVPwdX^eHKPeUX^_ HJO PeUiPOY9v UXP_Y9UXI/mRT HJF Z HJI/HJPRZ9        †C  "! ¶n½mÁÄ8µ ¸ # ¼ º ½m¼8»‘¾ ¸ ¼n¾ ¸ ³ ¼6ÁW¶6½ ºC¸ ¯ Á ¸ ¾G¾ ¸ =Ä ¸ 0KŸ ¯ ¢O1 r!¸ Á ˜ Ø1Ÿ ¯Û rR¢Û rŝ¸ Á ¯ Ä8µ ¸ ÀÄ8½GÁ ¸%Çn¸ # ¼ º ½G¼8»‘¾ ¸ À¼6¾ ¸ ³ ¼6ÁW¶6½ ºC¸ À½mµ Ç ¸C³ ¹o¸ µ Ç ¼6µwÁ ¸ À ¸ Á Ç ½ ÀÁ º ½W»Ä ¸=³ ¸ À+·;¶ Êʸ¯ Ë ! ¶6½GÁL¾ ¸ ÀÀ¶ Êʸ À ¹ ¼ º ÁW½ ¸ ¾G¾ ¸ À ÍfÎ ² Ï ©ZÎ Ñ Ž ¯%Î,¸ Á Ô Ÿ ¢G¢ ¾q¼!À ¸ ·ÁW½m¶nµ Ç6¸C# ¼6¾ ¸ Ä º%Ê ¼  ½ Ê Ä ÊÇ6¸ ¾¿¼ Ê ¼ º ·Æ ¸ ¼6¾ ¸ ³ ¼6ÁW¶6½ ºE¸ Ÿ Íwe¢. Á ¸ ¾G¾ ¸ =Ä ¸ Ô Ÿ ¢ ¢ ² I•[\k“ Ž;Ö © Ö ™ Öo ˜ Í ™ ‹ÌÍ ©  Ë  ¼ Ä ¸ Ä ¸°Ç6¸Ç ½ZÀÁ º ½ »‘Ä8ÁW½G¶6µ Ç6¸NÔ Ÿ ¢ €¢ ¸ À‚Á Ç ¶6µtµ ¸=³ ¸}¹ ¼ º ¾¿¼  ¶ º;Ê Äž ¸ Ÿ pXrƒ¢ f'gÚ Ô Ÿ ¢ ¢Û TVUXW Ÿ ¢G¢ ¦®ßoà ² s‹¡áãä åÅædç š Þ. ¶! Ä Â ¾q¼ ·;¶6µoÀÁW¼6µwÁ ¸ Þ ¸ ÀÁ¾¿¼°À‚¶n¾qÄÅÁW½G¶6µ ¹ ¶TÀ½mÁW½ #=¸Ç6¸ ¾ È ¸ ³ =Äż6ÁW½G¶6µ ¸ µ ( Ÿ pes ¢ 0#@ á   B² s š.

(166) ŽU¤.   

(167)      !" #$ %&')( *% $" . ¸ ÁL¾¿¼ ·R¶6µÕÀ‚ÁW¼nµwÁ ¸K+ ¸ À Á Ç ¶6µtµ ¸}³ ¹ ¼ º ¾q¼  ¶ Rº Ê Äž ¸ 9 H ƒ “  m 8‹LLÏ !Î Ñ Ž Ύ  0KŸ á , 3ÍfÎH1«rR¢@¦ f'g9Ÿ Í@Î rƒ¢  Ÿ pXLƒ¢ + ²  Þ 0¡Ÿ ¯¡á ,  ¢ : ºC¸ Ä #¸ Ë ‰(UX^_#_a^RQV‹XUXP_2TVH,mRT6[8P)nRHzT6[n

(168) HJO I/UXP_˜Z g [8ZaQVUXP›nRUXPeP H,O [8^›m[ g [8W g [8m E HÆsi™VsX™q‰(UX^_2Z g [\QSZUXP_#ne[8P_ TVHm[ g [8W g [8m E HÆpe™]szTVH}YJ[i_U ^!F ¯ H_aZz^ePeH‹\[ g Q6[8bRTVH/Y9UXPRZaQVPq^eHX”HJZ,ne[8P_$TVHÆm[ g [8W g [ m E HÆpe™LÆTSH/YJ[X_(U ^!F ¯ H_aZ^ePeH1‹\[ g Q][ bRTSH/niQ6_ Y gHJF Z HX™‰(UX^__a^ememŒUq_aH g UiP_nRHmRTV^_zdX^eHŸ¯ H_aZ [KF _a^ememU g ZY9UXI/mY9Z™.  H_zn

(169) H9O ¦PRQVZaQVUXP_z_aUXPRZY9H9T‘TVH_,nR^ Z:[8bRTVH[8^ si™ pe™Vsi™ $ ‚   „      ,¯  

(170) -G„ pe™Vsi™VsX™ " ¼6¾¿·Ä8¾ Ç6¸ › ¾¿¼ Ä ¸ Ä ¸,Ç6¸!Ç ½ZÀÁ º ½ »‘Ä8ÁW½G¶6µ Çn¸ ¾¿¼,À¶ ÊÊ-¸+¹ ¼ º ÁW½ ¸ ¾G¾ ¸!ºC¸ ·;¶ ºCÇ $1Ÿ_h ¢ 'nË š

(171) UiP_Q6n

(172) H O g UXP_’TVH Z HJ› I/m_nŽ[ g g8HJ§ HZ r Y9U g g H_amŒUXPne[8PRZ [›F T6[ m g HJIQ HF g H•_aUXIKI/H/m[ g Z˜QSH9TcTVH)_aZ g Q]Y9ZHJI/HJPqZ1› mUq_jQSZ˜QS‹iHX”—nRH›‹\[\TSHJ^ g F n2H9O –[8^eZnRH"TVU8Q  n Ÿ_h ¢h² Ø1Ÿ r‚1 } ž h ¢:™G[}Z g [8P_amŒU ¬ } ² Í  n ”dX^RQAH_aZ^ePeH‹\[ g Q][ bRTSH[T HO [8ZU8Q g H [/ _QVZaQVUXPCnRH,TŽaHO di^aQVUXP)LipÆnR^CYJ[X_ r â [ ^)YJ[X_ r › PeUX^_(nRUXPePeH ! n  › =. Ÿ pXpƒ¢ 0 s ‹ á  3yr 1 . ² H9“ƒm < ‹ ©ZÑ s5 0 á  f 3Í © Û r  > š L Ž g g g di^eHPeUX^_#mŒUX^e‹XUXP_ H¥O HO Y Q H ! s n  =. 0 s ‹ á  ² H9“em < ‹ ©ZÑ 5 0KŸ á  f ¢ ‹ 0 á  f 3‘Í © ž r   > L Ž. !. ² 9H “em < ‹ = s5 Z© Ñ Ž. Ÿ p8{ ¢ ². 0    © > 9H “em. s‹ K0 Ÿ á   ¢  9H “ƒm. < =. !. ©ZÑ Ž. ! s =< Z© Ñ Ž 5. s 0 á  f 3‘Í 5. 0. ©. á  f 3‘Í © ž r  > ž r > . ›P Y E U8Q6_Q6_ _[8PqZ Þ Z H9T¥di^eH 0KŸ á ,  ¢h² sX”8PeUX^_±UXbeZ HJPeUXP_2[8^_ _Q 0KŸ á , n 3r › 1 .w¢² sX™X‰(UX^_±I/UXPRZ g UXP_ ne[8P_$TVH,TVHJI/I/H_a^RQV‹\[8PRZdi^GŽ QcT—H9“RQ6_aZ HZUX^8hjUi^ g _2^eP)Z H9T Þ ™ Œ† †  "! ¶6½mÁuÄ8µ ¸ # ¼ º ½m¼Å»¾ ¸ ¼6¾ ¸ ³ ¼6ÁW¶n½ ºC¸¯ Á ¸ ¾G¾ ¸ Ä ¸ 0KŸ ¯ ¢O1«r¸ Á ˜ Ø1Ÿ ¯Û rR¢Û«rŝ&1 ¼n¾q¶ º À½G¾ ¸  ½ZÀÁ ¸ Äŵ º ¸³ ¸ ¾ Þ Á ¸ ¾ =Ä ¸ 0KŸ á , ײ s8¢ Ë : ºC¸ Ä #¸ Ë š

(173) UXP_jQ]n2H O g UXP_$T6[–=UXPY9ZaQVUXP  Ÿ “ }¢ ² 0/Ÿ á  ¢:™‰Ui^_[‹XUXP_  Ÿ rRL¢ ²%s1HJZ 

(174) Ÿ rR¢L² 0KŸ ¯ ¢41 r3©nRH mRTV^_J” ˜ Ø1Ÿ ¯ Û rƒ¢ Û År zQVI/mRTcQ]di^eH/dX^GŽ Q‘TGH9“RQ6_aZ H #HJZ ' mUq_QVZaQc–_ZH9T]_#di^eH ˜ Ø1Ÿ ¯Û 9L¢ Û ' R™ƒ‰(UX^_#[‹XUXP_ [TVU g _ 0KŸ á   ¢ Û 0KŸ á  3U¯ Û ¢ Û£á  Ø1Ÿ ¯Û 9h¢ ²×á  ' - . di^n “j-/. 3 Y9HYQ'HJPqZ g [ ÓV§ PeH,m[ g Y9UXPRZaQVPq^RQVZeHÆO di^GŽ QcT‡H9“RQ]_˜Z H “Lª @ r š .'BZ H9T'dX^eH Ÿ “ ¢ ² sX™ Œ P – [\Q]_[8PqZ ( ² rKne[8P_2TŽaHO di^aQVUXP)pipe”RPeUX^_#UXbeZ HJPeUiP_^ePeH1‹XH g _QVUXPmRTV^_$¦PeHÆnRHÆL s ! › = n Ÿp  ¢ 1 Ø Ÿ  Ÿ. s‹ r 1 .w¢h² s‹ .w¢² H9“em < ‹ s 5 Ø1Ÿ Í © Û rR¢ > Œ. ©ZÑ Ž. ‰(UX^_'Y9UXP_Q6n2H O g UXP_ [zF m g HO _˜HJPqZATVH g HY9U g n[8b_aU8TV^  nRH#T6[,I•[ g Y E H#[T HO [8Z U Q g H$_˜^ g@ r 1Ÿ h¢ ² Ø1Ÿ  ž h ¢:™e‰(UX^_[‹XUXP_ T ŽaHO di^aQVUXPnRHÆY9UXPR‹XU8TV^eZaQVUXP k Ø1Ÿ  ž h ¢² Ø1Ÿ r › ² .w¢u¦ Ø1Ÿ  8  n : ! < 1 h ‹,“¢ Ø1Ÿ } › ²£“¢ Ø1Ÿ r › m Ÿ p !ƒ¢ k ² Ø1Ÿ r › ² .wu¢ ¦  Ø1Ÿ  8  n : ! < 1 h ‹,“¢ Ø1Ÿ } › ²£“¢6“ š  _h. m. enRHniQ6_aZ g QVbe^eZaQVUXP. š 1. .'B. w¢6“ ..

(175) Ž.   

Références

Documents relatifs

To test whether the vesicular pool of Atat1 promotes the acetyl- ation of -tubulin in MTs, we isolated subcellular fractions from newborn mouse cortices and then assessed

Néanmoins, la dualité des acides (Lewis et Bronsted) est un système dispendieux, dont le recyclage est une opération complexe et par conséquent difficilement applicable à

Cette mutation familiale du gène MME est une substitution d’une base guanine par une base adenine sur le chromosome 3q25.2, ce qui induit un remplacement d’un acide aminé cystéine

En ouvrant cette page avec Netscape composer, vous verrez que le cadre prévu pour accueillir le panoramique a une taille déterminée, choisie par les concepteurs des hyperpaysages

Chaque séance durera deux heures, mais dans la seconde, seule la première heure sera consacrée à l'expérimentation décrite ici ; durant la seconde, les élèves travailleront sur

A time-varying respiratory elastance model is developed with a negative elastic component (E demand ), to describe the driving pressure generated during a patient initiated

The aim of this study was to assess, in three experimental fields representative of the various topoclimatological zones of Luxembourg, the impact of timing of fungicide

Attention to a relation ontology [...] refocuses security discourses to better reflect and appreciate three forms of interconnection that are not sufficiently attended to