• Aucun résultat trouvé

Adaptive Online Data Compression

N/A
N/A
Protected

Academic year: 2021

Partager "Adaptive Online Data Compression"

Copied!
10
0
0

Texte intégral

(1)Adaptive Online Data Compression Emmanuel Jeannot. To cite this version: Emmanuel Jeannot. Adaptive Online Data Compression. [Research Report] RR-4400, INRIA. 2002, pp.7. �inria-00072188�. HAL Id: inria-00072188 https://hal.inria.fr/inria-00072188 Submitted on 23 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) INSTITUT NATIONAL DE RECHERCHE EN INFORMATIQUE ET EN AUTOMATIQUE. Adaptive Online Data Compression Emmanuel Jeannot. N° 4400 Mars 2002. N 0249-6399. ISRN INRIA/RR--4400--FR+ENG. THÈME 1. apport de recherche.

(3)

(4) 

(5)     ! #" "$  % &'&'(*),+.-0/21*-3(*)!).4*56 798;:=<?>A@CBED#F=GH>=IKJMLN>O2GHPMGQOR:<?>=G SUTHVKWQ>OCD#FXGYFXZ;IKG D2I\[;[*VKTHO2ZM>TR>=]^8;>=TR]^8;>`_ba!cKcedKdfBhgiIKTRG#j\d0d0jBk@K@l[mI\n0>=G. oqp.r=stvu;w\s0xzy Jm{|]^}3~|PORTRIK_mGH<{€OYOR{€_mn83J;n0>Z;I\ORIq{|_‚OH8;>?]V0_0OR>L3OƒVK„ ZM{†GQORTH{|‡;JMOR>=Zˆ]V0<[mJMOH{|_;nNV0_f‰#{†ZM>?I\TR>=Iq_m>OQ‰ŠVKTR} ]IK_‹‡Œ>IK]^8;{|>0>=Z‡eP‹]V0<?[;TH>XGHGH{|_;nAZ;IvO^I?‡Œ>„ŽVKTR>OHT^I\_mGH<?{|GRGH{€V0_, CVv‰ >=K>TX‘;GHJm]^8iI\_iIK[;[;TRV0IK]^8{|GC_;V\Oƒ>’q]{|>_eOC‰#8;>=_ ZM>XI\~|{€_;n‰#{€OH8f8m{€n08M“”GH[*>>=Zf_;>OQ‰ŠVKTR}MG•–_ŒZM>>XZ—‘bOH8;>OR{€<?>OHV‹]V0<[mTH>XGHGlIN~†I\TRnK>˜m~|>IK_mZzORVGH>_mZ‚{€Ol{†GnKTR>=I\OH>TCOH8mIK_ OH8m>‹OH{|<>iOHV™GH>_mZ'OH8m>iJ;_m]VK<?[;TR>=GRGY>XZš˜m~|>K›•–_'OR8;{†Gq[mIK[Œ>=T=‘Š‰ >z[mTHV0[ŒVeGY>zI\_œI\~|nKV0TH{€OH8m<OH8mI\OI\~|~|Vv‰2GORVšVvK>=TH~†I\[ ]V0<?<J;_;{†]I\OH{|VK_mG2‰#{OR8i]VK<?[;TR>=GRGH{€V0_IK_mZOHVNI0Z;I\[MO#OR8;>]VK<?[;TR>=GRGY{|VK_TRI\OH{|VqIK]=]VKT^ZM{|_;nOHV?OR8;>_;>OQ‰ V0TH}GY[*>>XZˆžŽOH8;> GH~€Vv‰Š>T9OR8;>_;>OQ‰ V0TH}b‘MOR8;><?VKTR>‰Š>JmGH>>’q]{|>_eOƒIK_mZzGH~€Vv‰Ÿ]V0<[mTH>XGHGH{€V0_IK~€n0VKTR{OR8;<AGR Š798m>IKZMvIK_0O^I\n0>V\„¡GYJŒ]^8‹IK_ IKZmI\[MOR{€0>IK~€n0VKTR{OR8;<{†G9{O^G#nK>=_;>T^I\~|{OQPqIK_mZOH8mI\O#{O^G2GYJm{O^I\‡;{|~€{€OQPq„ŽV0T2I~|IKTHn0>lGH>O#V\„¢I\[m[;~€{†]I\OH{|VK_mG= £z¤e¥b¦H§¨ tv© r0x«ª {|GYOHTR{€‡mJMOH>XZˆ]VK<?[;JMOR{€_mnm‘,>’A]{€>=_eO]VK<?<Jm_;{|]=IvOR{€V0_mG‘,I0Z;I\[;OH{|K>_;>OQ‰ŠVKTR}iI\~|nKV0TH{€OH8;<‹‘—V0_;~€{|_;>A]V0<“ [;TR>=GRGY{|VK_I\~|nKV0TH{€OH8;<‹‘;]VK<?<J;_m{|]=IvOH{|VK_VvK>=TH~†I\[. ¬ ­;®.¯,°²± ³v´$µ·¶ ¸¹Qº¼»¼¶ ½¿¾¡À¡ÁvÂMÃ

(6) ¶Äµ·ÅYÆ^ºÇ¾. Unité de recherche INRIA Lorraine LORIA, Technopôle de Nancy-Brabois, Campus scientifique,.

(7)  ! #" "$  N 

(8)   Š      # #" r x S.VKJ;TƒOHT^I\_mGH<?>OHOHTR>ZM>XGZMVK_m_;F>XGƒZM>?n0TRIK_mZM>=GCORIK{€~|~|>=GlTRIK[;{†ZM><?>_eOX‘,Z;I\_mGl~|>A]IKZ;TH>ZMJˆ]=I\~†]J;~¢ZM{†GYOHTR{€‡;JmF GHJ;TCZM>XG2TRF=GH>=I\J;L ?nKT^I\_mZ;>lFX]^8;>~|~|>K‘mJm_;>ZM>XG2GYV0~€J;OH{|VK_mG#[*V0GRGH{€‡;~|>=GC]VK_ŒGY{†GQOR> A]V0<[mTH>XGHGH>T2]>=G2ZMV0_;_;F=>=G2I·vI\_eOCZM>~|>=G >_30VvPK>TX >[*>_mZmI\_eO=‘*J;_;>OH>~|~|>I\[m[;THVM]^8;>_;>„ŽV0_m]

(9) OR{€V0_;_;>[ŒIKGCZmI\_mGC~€>]IKZ;TH>Z;>=G2TRF=GH>=IKJML‹TRIK[;{|Z;>=GžY@=d0dAgz‡;{€ORG vG^  ]IKT~€>?OR><?[mGZM>q]V0<[mTH>XGHGH>TJ;_šn0TRIK_mZi˜*]^8;{€>=T>OZM>N~ >_3KVvP0>Tl>=GYOGYJm[ŒF=TH{|>J;TI\JˆOH>=<[ŒGZ >_3KV0{¡ZMJ ˜Œ]^8;{|>T_;V0_ ]V0<?[;TH>XGHGHFK 2V0JmG [;THFXGY>=_eOHVK_ŒG¡{†]{*J;_IK~€n0VKTR{OR8;<?> eJ;{Œ[*>TR<?>O#ZM>CTR>=]VKJ;3TR{€T ~|I]V0<<J;_;{†]I\OH{|VK_A[mIKT ~†I]VK<?[;TR>=GRGY{|VK_ >O!Z I0Z;I\[;OH>T$~€>¢O^I\JMLZM>U]VK<?[;TR>=GRGY{|VK_ 9~†I#3{OR>=GRGY>¡Z;JTHFXGY>XI\J?žŽ[;~|JmG ~€>UTHFXGY>XI\J>=GYO$~|>_eO$[;~|JmG,V0_JMOH{|~|{|GH>UZM>XG$I\~|nKV0TH{€OH8m<>XG >’q]=IK]>XG9>O2~|>_eORG2[ŒV0J;T2]V0<[mTH>XGHGH>T

(10)  

(11)  I·vI\_eORIKnK>Z J;_‹[;THVKOHVM]V0~€>IKZmI\[MO^IvOH{€„¢ZM>]>lOQP3[Œ>>XGQO eJ {|~—„ŽVK_m]OH{|VK_;_m>‡;{€>=_ [*VKJ;T#J;_ORTH:XG9nKT^I\_mZ_;VK<‡;TR>lZM>TRF=GH>=IKJMLq>O2Jm_~†I\TRnK>l[mIK_;>~,Z I\[m[;~€{†]I\OH{|VK_mG= ¨ s=r ¦ w rAx ŠI\~†]J;~bZM{†GQORTH{|‡;J;F0‘M]VK<?<J;_;{†]IvOR{€V0_q>’q]=IK]>XG‘3I\~†I\n0VKTR{OR8;<?>CIKZmI\[MO^IvOH{€„,[*VKJ;TŠ~€>XGŠTHFXGY>XI\JML—‘0IK~€n0VKTR{OR8;<?> ZM>]VK<?[;TR>=GRGY{|VK_ZMP3_mI\<?{ 0Jm>K‘MTR>=]V0J;3TH>=<?>_eO9Z;>]VK<?<Jm_;{|]=IvOR{€V0_ . 

(12) . . . . . . . . . . . .  . . . !. . #" . . $. .

(13) 

(14)  

(15)   ! #"$"% &. '.  $.A +*¡!  D#>X]>_eOUZM>=K>=~€V0[;<?>_eORG¢{|_?OH8m>CI\TR>=IlV\„bnKTR{†Z3“”]VK<?[;JMOR{€_mnl8ŒI·K>9„ŽVM]JmGH>=ZV0_OR8;>2_;>=>=ZORV>’q]{|>_eOH~|POHT^I\_mGY„Ž>T¢0>TRP~†I\TRnK> I\<?V0J;_eO.VK„*Z;I\ORIm •–_mZ;>>=Z,‘K‰#8;>=_?Z;>=GH{€n0_;{€_mnƒS¡TRVK‡m~€>=-< ,3V0~€3{|_;n .U_e3{|THV0_;<?>_eORG#žÇ/S ,0.  ¡GYJm]^8AI0G 2>%O ,3VK~|K2> 1 '43 ‘ 2{|_M5„ 1 6 3 ‘ VKT7,;]{|~|IK9‡ 8$8+1 j 3 ‘!Z;IvO^IˆžŽ˜m~|>=G=‘ {|_eOH>TR_mIK~¢VK‡MWQ>X]

(16) ORG=‘,>OR]\Ä œI\TR>OHVz‡*>qGY>=_0OXAS.>TH„ŽVKTR<?IK_m]>V\„9/S ,0.`n0TH>XIvOR~€PiZM>=[Œ>=_mZ;GV0_ OH8m>I\‡m{€~|{OQP‚OHVf>’q]{|>_eOH~|P‚OHT^I\_mGH<?{OOR8;>=GH>NZ;I\ORImi2Vv‰Š>K>=TIz<?>O^Iv“–]VK<?[;J;OH{|_;nz>_33{€TRVK_m<>=_eO{|G]V0<[*V0GH>=ZˆVK„#IK_ 8;>OH>TRVKn0>_;>=VKJmG.GH>O¢V\„b<AIK]^8;{|_;>XG {|_eOH>=TR]VK_;_;>X]

(17) OR>=Z‡eP8;>OR>TRVKn0>_;>=VKJmG _;>OQ‰ŠVKTR}MG; :$vIK{€~†I\‡;~|>#]V0<[mJMOH{|_;nTH>XGYV0J;T^]>=G!]IK_ ‡*>VK~†ZzGH> eJ;>_eOR{|IK~$<AIK]^8;{|_;>I0G2‰Š>~|~ I0G2‡;T^I\_mZ_;>=‰`[mI\T^I\~|~|>~$]VK<?[;JMOR>T^G2798;>XGY><?I0]^8;{|_;>=Gƒ]I\_z‡*>{|_eOH>=TR]VK_;_;>X]

(18) OR>=Z ‡3PNI?GY~|Vv=‰ <>: žŽ•–_eOR>TR_;>O

(19)  

(20) ‘mI0G9‰ >=~€~$I0G9I„ÇIKGYO2j; ?A@l‡;{€O \G9‡mIK]^}3‡*VK_;>A&ž Bƒ7# Dª C  ŠVKT2I@=d0dgz‡;“¿{€O \G E: ‘m>OR]\ ,3{|_m]>_mVqIKGRGYJ;<?[MOR{€V0_mG2]=I\_‹‡Œ><?I0ZM>VK_OR8;>8mIKTRZM‰9I\TR>l{€_M„ŽT^IKGYOHTRJm]OHJ;TR>‰ >_;>=>=ZzI?n0>_;>=TRIK~bOHT^I\_mGH<?{|GRGY{|VK_‹I\~|nKVK“ TR{OR8;<OR8mIvO2{†G9>’q]{|>_eO2‰#8mI\OH>=K>TŠOR8;>GY[*>>XZV\„$OR8;>_;>OQ‰ V0TH}qIK_mZOH8;>GH[Œ>=>=ZV\„!OH8;><AI0]^8;{€_m>=G= < 8;>=_zOH8;>GY>=TH0>T2{†GCIN[mI\T^I\~|~|>~,<AIK]^8m{€_;>I\_mZ‹OR8;>ZmIvORIAOHVN‡*>ORTRIK_mGH<{€OYOR>=ZiIKTH>ZM{|GYOHTR{|‡;JMOH>XZiI\<?V0_;n?OH8;>_;VMZM>=G V\„UOH8;>AGH>TRK>TlVK_m>[*V0GRGY{|‡;{|~€{€OQP‹OHV>’q]{€>=_0OR~€P‹ORTRIK_mGY„Ž>TlOH8;>XGY>?Z;I\ORI{|GƒOHV‹JmGH><J;~€OH{€“”GHVM]^}K>OCOH>X]^8;_;{†]G=798;{†GGYV0~€J;OH{|VK_ 8mI0GŠOH8;>I0ZMvI\_eORIKnK>ƒOHV?ORTHPAORVAJmGH>OH8;><AIvLM{|<J;< ‡mI\_ŒZM‰#{|ZMOH8‹V\„!OH8;>‡mIK]^}3‡*VK_;>‡;JMO2{†G#~|{€<?{€OH>XZ‹‰#8;>_zI‡ŒVKOYOR~€>=_;>=]^} >LM{†GQO^G2žÇGHJm]^8?8mI0G¡IGY~|Vv‰ _;>OQ‰ŠVKTR}]V0_;_;>X]

(21) OH>XZ?]~|{€>=_0O

(22)  ¢I\_ŒZ{†G¡_mV\O¡[*V0GRGY{|‡;~|>#‰#8;>_?OR8;>CGH>TRK>T.{†GUIGH> eJ;>=_0OR{|IK~;<AIK]^8;{|_;>0 :2_V\OR8;>T2GHVK~|JMOR{€V0_N{†GŠOHVA]V0<[mTH>XGHGŠZ;IvO^I[;TH{|VKTŠORV?GH>_ŒZAOH8m><‹U2Vv‰Š>0>TX‘KOR8;{†G#GYV0~€JMOR{€V0_N{†G9{€_m>’q]{|>_eO#{€_OR8;>]IKGH>lV\„ IA„ÇI0GQOl_;>OQ‰ŠVKTR}‰#8;>_zOR8;>OH{|<>OHV]VK<?[;TR>=GRG#OR8;>?Z;IvO^IqI\_mZiOHVGY>=_mZ‹OH8m>< {|Gln0TH>XIvOH>=T#OH8ŒI\_zOR8;>OR{€<?>OHV‹GY>=_mZ‹OH8m> ‰#8;V0~€>J;_m]VK<?[;TR>=GRGY>XZZmIvORIm •–_œOH8m{|G[mI\[*>TN‰ >i[mTHV0[ŒVeGY>iIK_ I\~|nKVKTR{€OH8;<]I\~|~|>=Z F2 &ž :#Z;IK[MOH{|KH> Gƒ_m~€{|_;> V0<[mTH>XGHGH{€V0_Œ 

(23) ‘9‰#8;{†]^8 8mI0GAOH8m> „ŽVK~|~|Vv‰#{€_;ni„Ž>=IvORJ;TR>=G=H I!{|TRGYO=‘¢{€O{†GIinK>=_;>T^I\~ŠI\~|nKV0TH{€OH8;< GHJ;{OR>=Z—‘U_;V\OVK_;~|Pˆ„ŽVKTnKTR{|Zš]VK<?[;JMOR{€_;nŒ‘¢‡;JMO„ŽVKT?I\_3PšZ;IvO^I OHT^I\_ŒGQ„Ž>=TNž²„²OR[,‘¡T^][,‘!>O^]\Ä  ‰#8mIvOR>K>=TOH8m>GH[Œ>=>=ZšVK„ŠOR8;>N_m>OQ‰ŠVKTR}*J ,3>X]V0_mZ—‘!{O{|GIiI\_ I0Z;I\[;OH{|K>qI\~|nKV0TH{€OH8m<‰#8;{†]^8 <?>=IK_mG,OR8;> ]VK<?[;TR>=GRGY{|VK_T^IvOR{€VƒZM>[*>_mZmG$V0_OH8;>9I\<?V0J;_eO V\„mI·vIK{€~†I\‡;~|>¢OR{€<?>¡ORVƒ]VK<?[;TR>=GRGUž²OR8;>9GY~|Vv‰ >=T—OH8m> _;>OQ‰ V0TH}ƒOH8m> 8;{|nK8;>=T2OR8;>]VK<?[;TR>=GRGY{|VK_‹T^IvOR{€V3 

(24) C798;{|T^Z—‘b{Ol{|GlIqZMP3_mIK<{†]IK~€n0VKTR{OR8;< ‰#{OR8f]V0<[mTH>XGHGH{€V0_ v]VK<?<Jm_;{|]=IvOR{€V0_Vv0>TR~|IK[, 798;{†GŠ<>XI\_mGŠOR8mIvO#]V0<?[;TH>XGHGH{|VK_NIK_mZ]VK<?<Jm_;{|]=IvOR{€V0_NI\TR>lZ;VK_;>GY{|<Jm~O^I\_;>=VKJmGH~€P0!798m>TR>„ŽVKTR>K‘3V0J;T#I\~|nKVKTR{€OH8;< {†GŠIK‡;~|> OHVzZM>X]{†ZM>?>{€OH8;>=TlOHVz]V0<[mTH>XGHGƒOH8m>?ZmIvORI‰#8;>=_‚JmGH>„ŽJm~¡VKTlOHV‹GH>_mZfOH8;>AZ;I\ORIJ;_m]VK<?[;TR>=GRGY>XZi‰#8;>=_fOR8;>?_;>OQ‰ŠVKTR}‹{|G „ÇIKGYO= ª Pe_ŒI\<?{|]ƒ]V0<[mTH>XGHGH{€V0_?8mIKGU‡Œ>=>_N[mTHV0[ŒVeGY>XZ„ŽVKTU{|<?[;TRVve{|_;n]=IK]^8;>C[Œ>=TY„ŽV0TH<AI\_Œ]>CI0GUGH8;Vv‰#_q{|J_ 1 cŒL‘ K 3 N MŠJMO=‘MI0G¡„ÇIKT IKG9‰Š>}3_;Vv‰‘3OH8;>=TH>{†G#_;VAGH{€<?{|~|IKT2I\~|nKVKTR{€OH8;< OROV :#9Z G œ[;TRVK[*V0GH>=ZN{€_OR8;>~€{€OH>=TRI\OHJ;TR>K 798;>ŠTH>=<AI\{|_;{€_mnƒVK„mOH8m>Š[ŒI\[*>T¢{†G V0THneI\_;Q{ P>XZIKG „ŽV0~€~|Vv‰5 ,M>=]

(25) OR{€V0_jƒ[;TR>=GH>_eORG.GHVK<?>Š{€<?[*VKTHORI\_eO!„ÇIK]ORG¢I\‡*VKJ;O¢]VK<?<J;“ _;{†]I\OH{|VK_‹I\_mZ‹]V0<?[;TH>XGHGH{|VK_,.798;R> :#9Z G I\~|nKVKTR{€OH8;<{†G#[;TRVK[*V0GH>=ZGY>X]

(26) OR{€V0_ ' S ,M>=]

(27) OR{€V0_‹c[mTH>XGY>=_0O^G9VKJ;T#>LM[Œ>=TH{|<?>_eORIK~ TR>=GHJ;~O^GN ,3>X]

(28) OH{|VK+_ ?ZM{†GH]JmGRGY>XG¡[*V0GRGY{|‡;~|>CVK[;OH{|<Q{ P=I\OH{|VK_mGUV\„—OR8;>ƒIK~€n0VKTR{OR8;<‹ V0_m]~|JmZM{|_;nTR><AIKTH}MG¡IKTH>2n0{€0>_qGH>=]OH{|VKO_ K; . #"$"     # *Š  T <ˆ>[;TR>=GH>_eOl8;>TR>GHVK<?>„ÇI0]

(29) O^GƒIK‡ŒV0JMO]VK<?[;TR>=GRGY{|VK_iIK_mZi]VK<?<J;_m{|]=IvOH{|VK_$ <ˆ><AIK_;~€PzGH8;Vv‰ŸOH8ŒIvOIq_;V0_;>I0Z;I\[MOR{€0> I\~|nKV0TH{€OH8m<]I\_m_;V\O#‡*>>’q]{|>_eO#„ŽVKT2IK~€~—}3{|_mZV\„._;>OQ‰ŠVKTR}qI\_ŒZN<AIK]^8m{€_;>XG •–_?OH8m>CTR><AI\{|_;{|_;nV\„bOH8m{|GU[mI\[*>T ‰ >#„ŽVM]JmG¡V0_?OH8;>C„ŽVK~|~€Vv‰#{|_;n[;TRVK‡;~|><‹N @l{€0>_qI˜Œ~€>2V0_qI<AIK]^8;{|_;>žŽOH8;>ƒGY>=_mZM>T

(30)  

(31) ‘ 8;Vv‰ OHVOHT^I\_mGY„Ž>T#{€OCIKGŠ„ÇI0GQO2I0G9[ŒVeGHGH{€‡m~€>lOHVqIK_VKOH8;>=T#<AIK]^8;{|_;>Až²OR8;>TH>X]>={€0>T

(32)  

(33)  (. ). . . #. . . . .  . . . . . . . . UVXW. Y[ZN\ ]_^`Z5aDbScd]fe>bSg-hi_jE^0^0klbSm. GYV0~€JMOR{€V0_™ORVf>’q]{€>=_0OR~€P ORTRIK_mGY„Ž>T?Iz˜m~|>{†GOHV ]V0<[mTH>XGHGOH8;{†G˜m~|>Kš2Vv‰Š>0>TOR8;>TR>{|G?I\_ VvK>TR8;>XIKZšZMJ;>OHV‚OH8m> ] V0<?[;TH>XGHGH{|VK_ OH{|<?>KH<‚>>vIK~€JmI\OH>AOR8;{†GVv0>TR8;>=I0Zˆ‡eP <?>=I0GYJmTH{|_;nzOR8;>NOR{€<?>NORI\}0>_šORV‚]VK<?[;TR>=GRGI\_ŒZšJ;_m]VK<?[;TR>=GRG vI\TR{€V0JmG˜m~|>=G=<ˆ>q8mI·K>?O^I\}0>_ OQ‰ŠVi‡Œ>=_m]^8 ˜m~|>=G=i798;>A˜mT^GYOVK_;>N{|GnoprqstLtuwv0x—q•”O{†GIK_™GY[mIKTRGH>A<AIvORTH{€L‚{|_šOH8m> CIKTH‰Š>~|~ MŠV3>{|_;n„ŽVKTR<?I\Ož&:y, •Y•Y b798m{|G2˜m~€>8mIKGC<?IK_3PTR>=ZMJm_mZ;I\_Œ]PIK_mZz]V0<?[;TH>XGHGH>=G2K>TRPN‰Š>~|~¿9798m>GY>X]V0_mZ˜m~|> {†GŠIK_IKTR]^8;{|K>CV\„$‡;{|_mIKTH{|>=G

(34) ž xzo{tu|Fs~}; 

(35) ‘0‰#8;{†]^8]V0<?[;TH>XGHGH>=GU~€>XGHG OR8mI\_ noprqstLtuwv0x—€ I;VKT#GRI\}0>CV\„!GY{|<?[;~€{†]{€OQAP xzo{tu|_s~} 8mI·0>ƒ‡*>>=_ORTHJm_m]I\OH>=ZORVOR8;>GH‚{ P=>lVKN„ n9oprqsrt0tuwv0x ž ?0Nj K '~' rj K~K‡3PeOH>=G^ 

(36)  7!I\‡;~|>2@UGH8;Vv‰2G—OR8;>¡OR{€<?>UOHVƒ]VK<?[;TR>=GRGbOH8m>U‡*>_m]^8˜Œ~€>XG$JmGH{|_;n ,• ƒd„† 0‡ o{q‰#{OR8vI\TR{€V0JmG,]V0<?[;TH>XGHGH{|VK_VK[MOR{€V0_mG,V0_ IS.>_eOR{€J;<•H•YS• ?KdKdKgfd P2TRJ;_;_;{|_;n $• ƒ„›}0>TR_;>~bjM cm ˆX“^@=d;E 0‡ o{qJŒGY>XG¡OR8;2> ‰*>=<?[Œ>=~“ ,{|A]VK<?[;TR>=GRGH{€V0_?IK~€n0VKTR{OR8;Š < 1‹ 3 ‰#8;{†]^8f‡mI0GY{†]IK~€~|Pz]^8;>=]^}MGƒ„ŽVKTlTR>=ZMJ;_ŒZ;I\_m]PK•”OJmGH>=GlAI Œ "$ &

(37) LŽJN

(38)  ~  ‰#8;{|]^8ˆGYQ{ P>?ZM>˜m_;>=GƒOR8;>A]VK<?[;TR>=GRGH{€V0_i~€>=K>=~ ž²OR8;>#~†I\TRnK>T!OR8;>#‰#{€_ŒZMVv‰ OR8;>#8;{|nK8;>=T.OH8;>2]VK<?[;TR>=GRGY{|VK_~€>=K>=~†  V0~€J;<?_ ‚ ‘ 4 ‘ {|G¢OH8;>#~n P{|[?]VK<?[;TR>=GRGY{|VK_VK[MOR{€V0_„ŽTRVK< @ ž²„ÇI0GQOŠ<?>OH8mV3Z l~€Vv‰ ]VK<?[;TR>=GRGY{|VK_Œ  OR7V ‹qž¼GY~|Vv‰œ<>OH8;VMZ ‡Œ>XGQO9]VK<?[;TR>=GRGH{€V0_Œ 

(39)  VK~|J;<?>_ ’”“ •

(40) A {|GUOH8;> ,• ƒd„ JŒGY>=T :. . . . . . . . . . –—#˜%˜$™šœ›%›!%%ž Ÿ%˜$—#¡_žœ¢£%¤. D2D _9¥ ' cedKd. . . . .

(41) c.    #F $9 r. OH{|<?>OHVq]VK<?[;TR>=GRGUOR8;>˜m~|>{€_zGH>=]VK_mZ;G= VK~|J;<?_ • & {|GŠOR8;>T^IvOH{|VK_‡*>OQ‰Š>>_OH8m>]VK<?[;TR>=GRGH>=ZGY{QP>V\„ OH8;>˜Œ~€>IK_mZ OH8m>J;_Œ]VK<?[;TR>=GRGH>=ZzGH‚{ P=>K VK~|J;<?_  “ •

(42) A {|GƒOR8;> $• ƒ„ JmGH>TƒOH{|<?>ORVZM>X]V0<[mTH>XGHG2OH8;>˜m~|>K <ˆ>TR><AI\TR}OH8mI\O . . . ~|>K>=~ K] .OH{|<> @ X@ d;Äj j K@ @ ' @0@K ' c @0@K ‹ ? @ ' K K {@ K; ˆ ˆ jKd; c 6 Fc ˆ3 K ‹. ˆK. . n9oprq_st0tuwvLx. TRI\OH{|V —Z .OH{|<?> K] .OH{|<> cŒ 6~6 ‹; K {@ K; ‹ ?;€@ ' ‹; ' @ ˆ3Äj ?; ?0j 6; ‹ {@ 6; ' ?; 6 ' ‹ j;K@ ˆ Km ' j 6; ˆ j ' K Km KKc 6; ' j6; ' ' jM|@ Km ˆ? 6; ˆ Km ‹~‹ ˆ3 ˆ cKc ˆM dej ˆ3 6 KL?M 6. xzo{tu|Fs~}. TRI\OH{|V —Z .OR{€<?> j; j ' ·@ j j; Lj ˆ ·@ j j; ' @ @ '  c j; ' 6 @ '  ˆ j; c ' @ '  K j; c0c @ '  ˆ j; 0c ? @ ' €=@ c j; 0c ? @ ' €@ j; cLK @Xj; '. 7 IK‡;~€>?@ Nrd! #""% &r>•

(43) 

(44) 0Ž"7r$ # ’

(45) ‚ #" 0"$

(46) 0Ž Ž‘  OH8m>?]VK<?[;TR>=GRGY{|VK_‹OR{€<?>AI\_ŒZfT^IvOR{€V{€_m]TH>XIKGH>‰#{€OH8‚OH8;>A]VK<?[;TR>=GRGY{|VK_z~|>0>~¿gzVKTR>Vv0>TX‘m„ŽV0TINn0{€0>_z˜m~|>K‘$‰ >TH>=<AI\TR} OH8ŒIvO#OH8m>ZM>=]VK<?[;TR>=GRGY{|VK_NOH{|<>{†G#I\~†GHVTRVKJmnK8;~|Pq]V0_mGQO^I\_eO2I\_mZ{†G2I\~|‰ŠI·PMGŠGY<AIK~€~|>T9OR8mI\_OH8;>]VK<?[;TR>=GRGY{|VK_NOH{|<?>K UV U. Y[ZN\ ]_^`Z5aDbScd]fe>bSg g cmk!\Z ]_kXbSm Gƒ_;>ƒ{|ZM>XIORVOHT^I\_mGY„Ž>T9I˜m~|>l{|GUOHVJŒGY>y!I 79S ž²˜m~|>ƒOHT^I\_mGY„Ž>T [;THVKOHVM]V0~† ¢VKTUT^][‚žŽTR><?V\OR>ƒ]V0[3PM NGƒJmTU>LM[*>TR{€<?>=_0O^G GH8;Vv‰ OH8ŒIvOCT^][zI\_ŒZ+.I 79S 8ŒI·K>lOH8;>GHIK<>[*>TH„ŽVKTR<AI\_m]>=G=U2>=_m]>0‘m‰Š>VK_;~|PGH8;Vv‰ TH>XGYJm~O^G9„ŽVKTI.79S.Œ7!I\‡m~€>jM‘ŒGH8;Vv‰2G[I.79S OH{|<?{€_mn0G„ŽV0TOHT^I\_mGY„Ž>TRTR{€_;nJn9oprq_st0tuwvLx V0_ ·IKTH{|VKJŒG_;>OQ‰ŠVKTR}zOQP3[Œ>qIK_mZˆvI\TR{€V0JmG]V0<[mTH>XGHGH{€V0_‚~|>0>~¿i@=d0d‹gz‡;{€OvG >LM[*>TR{€<?>=_0O^G2‰Š>TR>ZMV0_;>VK_‹OR8;>  : V\„.OH8;> ;lG D#•l: ‰#8;>TR>=I0G@=d0gz‡;{€OvGC>LM[*>TR{€<?>_eO^G2‰Š>TR>[Œ>=TY„ŽV0TH<?>=Z‹‡*>OQ‰Š>>=_ OQ‰ŠVS ŠGŠ{|_0OR>T^]V0_;_;>=]OH>XZA‡3PqI]TRV0GRGU]=I\‡;~|>K¢7 TRIK_mGRIvOH~†I\_eOR{|]#>LM[Œ>=TH{|<?>_eORG ‰ >=TH>lZMVK_m>ƒ‡*>OQ‰Š>>=_AOH8;> ;lG D2•l: žCI\_Œ]PK‘ ;I T^I\_Œ]>X lIK_mZiOR8;>?J;_;{|K>=TRGH{OQPzVK„ŠD#J;OHnK>=TRGAž2>=‰9“0>T^GY>=PK‘€ƒy,Fƒ:  E!I {€~|>=G‰Š>TR>?VK_‚OH8;>AGH>_mZM>=T~€VM]=I\~¢ZM{†GY}fIK_mZˆGY>=_0OORV OH8m>TR>=]>={€0>T2~|VM]IK~ ZM{†GY}šžINz, ‰9IKG#_mV\Oƒ{|_3KV0~€0>=Zm 2D#><AI\TR}OH8mI\OCOH8m>]VK<?[;TR>=GRGY{|VK_OH{|<?>IKTH>_mV\OC{|_m]~|JmZM>XZi{|_zOH8m>. OH{|<?{€_mnm D#Vv‰   {|G OH8m>ƒOR{€<?>lOHV?GH>_mZqOH8;>l˜m~|>J;_m]V0<?[;TH>XGHGH>=Z,!D#Vv‰ ‚ #  ‘  žÇTH>XGY[$ Q #  #  Š{|G OR8;>lOH{|<>lORVGH>_mZNOH8m> ˜m~|>]V0<[mTH>XGHGH>=ZN‰#{OR8n~P{|[JŒGY{|_;nA]V0<[mTH>XGHGH{€V0_N~|>0>~¢@qžŽTR>=GH[,N‹0  :GH>=]VK_mZ‹{†ZM>XIq]V0_mGY{†GYORG2{|_fJŒGY{|_;nAOR8;> "!VK[MOR{€V0_iV\„¢OR8;> ƒ 2• „$#&%4qz]VK<?<AI\_ŒZ‹OH8mI\OlZMV3>XGCIqTR><?VKOH>]VK[3PVK„¡I ˜m~|>AJmGH{€_;nz>=_m]TRP3[MOH{|VK_šIK_mZ ]VK<?[;TR>=GRGH{€V0_,q798;>q]V0<?[;TH>XGHGH{|VK_ I\~|nKVKTR{€OH8;< JŒGY>XZ‚‡3PˆGH][ˆ{†GOR8;>NGRI\<?>?JmGY>XZˆ‡eP‚nP={€[, 798;>~†IKGYO9OQ‰ V?TRVv‰2G VK„$O^I\‡;~|>jGY8;Vv‰ OH8;>OR{€<?{|_;n0G9VK„ ORTRIK_mGY„Ž>TRTH{|_;nOR8;>˜m~|>JmGH{€_;nAGR][, <?>OH8;VMZ @XdKdgz‡;{€O vG @=d?gz‡;{€O \G 7 TRIK_mGRIvOH~†I\_eOR{|] : ª , ?rKK}NgzVMZM>< I.79S K; ' c ˆ\d; ? j'c 6'@ ‹‹0dKd ~|>0>(~ '@ @K d 6 @=cm ? ?\d @ ˆ3@ j\dm4@ ˆ ~|>0>(~ 'y‹ d; ‹ ' ‹m ? c3jMÄj @·jM@ @0c ?Kj #&%4q @·j ˆvd ?rK0d @=dm@=d @=Ld ??\d ' cej #&%4q)"! j' K6 jKjKd ”@ K~KKd 7 IK‡;~|>*j + , A" ’ `  #‘ŽL 7•

(47) 

(48) LŽr"Rr % &-0"2 #•S/. <ˆ>]I\_zGH>>OR8mIvO I.79S vTR][‹{|G2I?n0V3V3ZGHVK~|JMOH{|VK_„ŽVKTC8;{€n08zGY[*>>XZ_m>OQ‰ŠVKTR}*U•–_mZM>>XZ—‘;‰Š>_;>>XZzI\‡*VKJMO2V0_;>GH>=]V0_mZ OHVOHT^I\_ŒGQ„Ž>=T OR8;>]V0<[mTH>XGHGH>=Z?˜Œ~€>‡;JMO9„ŽTRVK< @XdORV ˆrKGH>=]VK_mZ;G ORV]VK<?[;TR>=GRGU{€O2I\_mZI\‡*VKJM[O 6GY>X]VK_ŒZ;G OHV?ZM>=]VK<?[;TR>=GRG {€O=N798;>=TH>„ŽVKTR>AGY>=_mZM{|_;nOH8;>qJm_m]V0<[mTH>XGHGƒ˜m~|>A{|G„ÇIKGYOH>TOR8mI\_š]VK<?[;TR>=GRGY{|_;nzGY>=_mZM{|_;nzI\_mZ‚OR8;>_ J;_m]VK<?[;TR>=GRGY{|_;nOH8m> ˜m~|>K 0/1 3 ¹ 2·ÆY¸¹¢½”5Æ 4

(49) ¹Qµl6½ 2·¶Ä8» 7"9Ä;¹ :2·¶ÄÅ 2ƒÅQ=à <?>·º¼¹Q»¼»¿¹Q»$6½ 2·A¹ @\¹Q»¼½$¶ÄµƒÃ

(50) Cº B·¹Qº ½¼Dà <#¶Äµ·E¶ <#E¶ FQ¹,G½ 2X¹.½¿º¼Æ^µ·6» H€¹Qº$½¼E¶ <#¹ . . . . . °(I!¯,°²±.

(51) 

(52)  

(53)   ! #"$"% & ?. 798;{†G9{|G2_;V?~€V0_;nK>=T9OHTRJ;>‰#8;>_zZM>XI\~|{€_;n?‰#{€OH8iGH~€Vv‰Š>T9_;>OQ‰ V0TH}b.•–_OH8mI\OC]I0GY>ƒOH8;>ZMVK<?{|_mI\_eO9OH{|<?>{|G9OR8;>OHT^I\_ŒGQ„Ž>=T OH{|<?>I\_mZNOH8m>]VK<?[;TR>=GRGH{€V0_ vZM>X]V0<[mTH>XGHGH{€V0_?OH{|<?>‡Œ>X]VK<?>XG9_;>n0~€{|nK{|‡;~|>K <ˆ>ŠIK~|GHVƒGH>> OH8mI\O¢JmGY{|_;nlGH][{†G._;>0>T.ICn0VeVMZ{†ZM>XI;‘v<?V0GYOH~|P‡Œ>X]IKJmGY> OH8m>TR> {†G.IC8;{|nK8VvK>=TH8;>XIKZZMJm> ORVƒ>=_m]TRP3[MOH{|VK_$ 7983JmG=‘X‰Š>9]I\_]VK_Œ]~|JmZM> OH8mI\O OR8;>TR> {†G _;Vƒn0>_;>=TRIK~0GHVK~|JMOH{|VK_OHVƒ>’q]{|>_eOH~|POHT^I\_ŒGQ„Ž>=T!I2˜m~€> „ŽVKT¢IK_eP}3{|_mZVK„m_;>OQ‰ŠVKTR}b f   . ^ ‹ . . VXW. . Sj€i dkXj. . . <ˆ>#8mI·K>9ZM>=GH{|nK_;>XZIK_IK~€n0VKTR{OR8;<ŸOH8mI\O¢{|G¢IK‡;~€>ŠORVZM>=]{|ZM>9‰#8mI\O¢{|G!OR8;>9„ÇIKGYOH>XGQO¢‰9I·POHVlOHT^I\_mGH<?{O.OR8;>9˜m~|>KGƒJ;T¡]J;TRTR>_eO. {|<[m~€>=<>=_eORIvOR{€V0_‹{|G9‡mI0GY>XZNV0_NOR8;>7 S GYVM]^}0>O=.•”O2JmGH>=GŠOR8;>OQ‰ŠV„ŽV0~€~|Vv‰#{|_;n„Ž>XIvORJ;TH>XG  @0 F  ! $~

(54) LŽ #798;>GH>_mZ;>TC{†G2]VK<?[ŒVeGY>XZ‹V\„.OQ‰ŠV?OH8;TR>=I0Z;GdGƒ_;>OR8;TR>=IKZ ž¼]I\~|~|>=ZOH8m>]V0<[mTH>XGHGH{€V0_NOR8;TR>=IKZŒ  {|G {€_]^8mI\TRnK>#VK„$TR>=IKZ;{€_;nOH8;>ƒ˜m~|>lIK_mZq]V0<?[;TH>XGHGH{|_;nZ;I\ORI‰#8m>_qJmGH>„ŽJm~¼:C_NV\OR8;>T OH8mTH>XIKZiž¼]I\~|~|>=Z?OR8;>l]VK<?<J;“ _;{|]=IvOR{€V0_?OH8;TR>=I0Zm .{†GU{|_N]^8mIKTHn0>#V\„$GH>_mZM{|_;nZmIvORIm5 ,MJm]^8NI\_qIKTR]^8m{OR>=]

(55) ORJ;TR>CI\~|~€Vv‰2GU]VK<?[;TR>=GRGH{€V0_ v]VK<?<J;_m{|]=IvOH{|VK_ VvK>TR~†I\[, j;    F : I l• I5GŸZ;I\ORIGQORTHJm]OHJ;TR>l{|GŠJmGH>=ZNOHV?GQORVKTR>lZmIvORIOHV?‡*>GH>_eOX.798m>]VK<?[;TR>=GRGY{|VK_?OR8;TR>=IKZN‰#TH{€OH>XG9Z;IvO^IORV OH8;R> I!l• I;G;798m>]VK<?<Jm_;{|]=IvOR{€V0_NOR8;TH>XIKZTH>XIKZ;GŠOR8;R> I!l• I;G 798;><VeGQOl{€<?[*VKTHORIK_0Oƒ·IK~€Jm>V\„¢OR8;> :#Z G I\~|nKVKTR{€OH8;< {|GCOH8;>GYQ{ P>V\„¢OR8;> I!l• I;G*•”„¢OH8m> I!l• I;G GH‚{ P=>{†GC_;VKOƒn0THVv‰#{|_;n OH8m{|GU<>XI\_mG¡OH8mI\OUOR8;>CGH>_mZM{|_;nOR8;TR>=IKZA]VK_mGHJ;<?>=GUZ;IvO^I„ÇIKGYOH>=T¢OH8mIK_?OH8;>=PAI\TR>#[;THVMZMJŒ]>=Z?‡3POH8;>ƒ]VK<?[;TR>=GRGH{€V0_OR8;TR>=IKZ, •–_OH8mI\Oƒ]I0GY>‰Š>ZM>=Z;Jm]>OR8mIvO2‰Š>I\TR>ZM>=IK~€{|_;nA‰#{€OH8zI„ÇIKGYO2_;>OQ‰ŠVKTR}NIK_mZ‰ >8mI·0>l_mV?OH{|<>OHVq]V0<?[;TH>XGHG9Z;I\ORIm Gƒ_ OH8m>AV\OH8m>T8mIK_mZˆ{„ŠOH8;> I l• I5G {†GnKTRVv‰#{|_;nqOR8;{|G<?>=I\_ŒGlOH8mI\O‰ >AI\TR>AZM>=IK~€{|_;n‹‰#{€OH8™I‹GY~|Vv‰_m>OQ‰ŠVKTR}iI\_mZˆ8;>=_m]>?‰Š> 8mI·0>lGHVK<?>lOH{|<?>OHVq]V0<?[;TH>XGHG9Z;I\ORI?I\_ŒZ‰Š>]IK_{|_m]TR>=I0GY>ƒOH8m>]VK<?[;TR>=GRGH{€V0_N~|>K>=~¼ . .

(56). . . . V U. e>bSg-hi_jE^0^0klbSme>bSg g cmkX\Z;]_klb/mSj€iXZ;h < 8;>=_?Il[;TRVM]>XGHGXOR8;TH>XIKZ{†G¡ZMV0{€_mnGHVK<?>9•!œ G V0_IZM>=3{|]>ž¼GYJŒ]^8?I0G.‰#TH{€OH{|_;nZ;I\ORIƒOHVIƒ˜m~|>#VK_?IlZ;{|GH}V0T ORVIGYVM]^}K>O!V0_ . I _;>OQ‰ V0TH}; ‘K{€O <AI·P‡*>C‡m~€VM]^}K>XZ?‰ŠIK{OR{€_mn„ŽVKTUOH8;>lZM>3{†]>2ORV‡*>=]V0<?>CTR>=IKZ;PK 798m{|G >=GH[Œ>X]{†I\~|~€P8mIK[;[Œ>=_mG ‰#8;>_q‰#TR{€OH{|_;n Z;I\ORIOHViIzGHVM]^}K>O‡*>=]=I\JmGH>A<?><?VKTRPfI0]]>XGHGH>=GIKTH>„ÇI0GQOR>TOR8mI\_ _;>OQ‰ V0TH}fI0]]>=GRGY>XGO< 8m>_ OH8m{|G[mTHVM]>XGHG XOR8;TR>=IKZf{|G ‡;~|VM]^}K>=ZOR8;>[;THVM]>=GRGYV0T2{|GlI·vI\{|~|IK‡;~|>„ŽVKTlGYV0<>]V0<[mJMORI\OH{|VK_mG=<ˆ>JmGH>OR8;{†GƒGHPMGQOR>< ‡Œ>=8mI·3{€V0TC{|_iVKT^ZM>=T2OHVVvK>=TH~†I\[ ]V0<?<J;_;{†]I\OH{|VK_‹‰#{€OH8f]VK<?[;TR>=GRGY{|VK_,9798;>GY>=_mZM{|_;nq[;TRVM]>=GRG#{†GC]VK<?[ŒVeGY>XZ‰#{OR8zOQ‰ VqOH8;TR>=I0Z;G#VK_m>„ŽVKTl]VK<?[;TR>=GRGH{€V0_,‘ VK_m>ƒ„ŽV0T2]V0<<J;_;{†]I\OH{|VK_,¢798;>XGY>lOQ‰ŠVOR8;TR>=IKZmG#]VK<?<J;_;{†]IvOR>JmGY{|_;nAAI I!l• I;GZ;IvO^IGYOHTRJm]OHJ;TR>K 798;>?]V0<[mTH>XGHGH{€V0_iOR8;TH>XIKZf[;THVMZMJŒ]>=GZ;I\ORINOHV‹‡*>?GH>_eOI\_ŒZzOH8m>?]VK<?<Jm_;{|]=IvOR{€V0_iOH8mTH>XIKZˆ]VK_ŒGYJ;<?>XGCOR8;>=GH>AZ;IvO^I I\_ŒZ™GY>=_mZˆOH8m>< OHVfOH8;>_;>OQ‰ŠVKTR}b ,3Jm]^8 Iz[m{€[*>~|{€_m>GR]^8;><?>=GI\~|~€Vv‰ ORVi8;{†ZM>qOR8;>]VK<?<J;_m{|]=IvOH{|VK_ OR{€<?>‰#{OR8šOH8m> ]V0<?[;TH>XGHGH{|VK_‹OH{|<?>K•–_mZ;>>=Z,‘—‰#8;>_fOH8;>?]V0<<J;_;{†]I\OH{|VK_zOR8;TH>XIKZf{|GlGYJŒGY[*>_mZ;>=Zi‰#8m{€~|>GH>_ŒZM{€_mnZ;I\ORIqOH8;>[;TRV3]>=GRGYV0T {†G#I··IK{€~†I\‡m~€>l„ŽVKT9OR8;>]V0<?[;TH>XGHGH{|VK_qOR8;TR>=IKZNOHV?[*>TH„ŽVKTR< GHVK<?>]VK<?[;J;ORIvOR{€V0_mG= ,3{|_m]>lOR8;R > I!l• I;GŸ{†G2I?GH8mI\TR>=ZVK‡MWQ>X]

(57) O#‡*>OQ‰Š>>_OQ‰ŠVOR8;TR>=IKZmG9‰ >JmGH>I<JMOR>LIK_mZ‹IGH><AIK[;8;VKTR>ƒOHVAIK]=]>=GRG9{€O= . V.  . e>bSg-hi_jE^0^0klbSmdi_j€Z. 798;>]VK<?[;TR>=GRGY{|VK_AOR8;TR>=IKZ8mI0G9{€_‹]^8mIKTHn0>CORVATH>XIKZAOR8;>˜m~|>I\_mZNOHVq]VK<?[;TR>=GRG9Z;IvO^I{€„.[ŒVeGHGH{€‡m~€>0 <ˆ>lJŒGY>lOH8m> ‘ C 1 ˆ 3 „ŽTHV0< @I\{|~€~|PqI\_Œ Z :#ZM~|>TX.•”O2{|G#I]V0<?[;TH>XGHGH{|VK_N~|{|‡;TRIKTHPOR8mIvO2JmGH>=G OR8;>GHIK<?>lIK~€n0VKTR{OR8;< OH8mIK_ nP={€[™wž ‰*><?[*>~€“ ${€; 2•”Oƒ[;TRVv3{|Z;>=G2I :CS¡•9OH8ŒIvOƒ{†GlI\‡;~|>K‘*nK{|K>=_‹Iq‡;J b>TI\_mZiIN]VK<?[;TR>=GRGH{€V0_~|>0>~ ‡Œ>OQ‰ >=>_š@IK_mZ ‹;‘3ORVq]V0<[mTH>XGHG OH8m{|G#‡mJ *>=T#{€_‹[mI0]^}K>ORG9V\„.InK{|K>_‹GH‚{ P=>K I;V0TU{|_mGYORI\_Œ]>K‘e{|<?IKnK{|_;>C‰Š>C‰9I\_eO¡ORV]VK<?[;TR>=GRGUI‡;J *>=TŠVK„ ?¢dKd0d¡dKd0dC‡3PeOH>XGU‰#{€OH8I[mI0]^}K>OŠGYQ{ P>ƒV\E„ 6;{@ ‹0jl‡3PeOH>XG.•”„ OH8m>ƒ]V0<?[;TH>XGHGH>=Z?‡mJ *>=T 8ŒIKGŠIGYQ{ P>ƒV\„ ?KdKd¡d0dKdl‡3P0OR>=G ‰ >ƒIK]

(58) ORJmI\~|~|PV0‡MORIK{€_ Km@2[mI0]^}K>O^G¡VKE„ 6;”@ ‹ejl‡3P0OR>=GŠI\_mZqVK_;>2[ŒIK]^}K>O V\„9rj 66N‡3P0OR>=G=798;>_m{|]>OR8;{€_mn‰#{€OH8fOH8;{†2G :2S¡•ƒ{|GƒOR8mIvOlOH8;>A]VK<?[;TR>=GRGY{|VK_‹„ŽJ;_Œ]

(59) OH{|VK_ˆTR>OHJmTH_mGƒ>=I0]^8zOH{|<?>AIq[mI0]^}K>Ol{|G nK>=_;>T^IvOR>=Z—.798;>l_;>L3O#]IK~€~ŒOHVOH8;>ƒ„ŽJ;_m]OH{|VK_TH>XGYJm<>COH8;>]V0<?[;TH>XGHGH{|VK_qI\_ŒZqnK>=_;>T^IvOR>#OH8m>ƒ_;>L3OŠ[mI0]^}K>O=‘3‰#{OR8;VKJ;O9IK_eP ~|V0GRG{|_šOH8;>‹]V0<?[;TH>XGHGH{|VK_ TRI\OH{|VmH Gƒ_™OH8;>V\OH8m>T?GY{†ZM>q‰Š>]=I\_ GYORIKTYOZ;>=]V0<?[;TH>XGHGH{|_;n‹OH8;>‡;J b>T>=I0]^8 OH{|<?>Ii_m>‰ [mI0]^}K>O2IKTHTR{€0>=G= 798;>qIK~€n0VKTR{OR8;<VK„ OR8;>N]V0<?[;TH>XGHGH{|VK_‚OH8;TR>=I0Z {|Gn0{€0>_ I!{€n0J;TR>z@K˜;„ŽV 2GH‚{ P=>K‘ {|GI‹nK~|VK‡mIK~¡VK‡MWQ>X]

(60) OOR8mIvO]VK_eORIK{€_ŒG OH8m>_3J;<‡*>T2VK„!_mVK_‹><?[MOQP[mIK]^}0>O^G9{€_‹OR8;>˜;„ŽVmŠ[mI0]^}K>O 2GYQ{ P>l{†GCIA]V0_mGYORI\_eO#V\„.OR8;>[;TRVKnKT^I\<‹¡•”O2{†G#OR8;><AIvLM{|<J;< GH‚{ P=>V\„¡>XIK]^8z[mI0]^}K>OƒGQORVKTR>=Z‹{|_zOH8m>˜;„ŽVŒ < 8;>=_f~|>K>=~ ' dižÇ_;V]VK<?[;TR>=GRGY{|VK_‹{†GCJŒGY>XZm 

(61) ‘b‰Š>TR>=IKZzIq[mIK]^}0>O2„ŽTRVK< OH8m> . . . . . . . . . D2D _9¥ ' cedKd.

(62)    #F $9 r K. ˜m~|>IK_mZiGYOHV0TH>{O{€_fOH8;>˜;„ŽVŒl‡mJ *>=T 2GH{QP>{†GlI\~†GYVIN]V0_mGYORI\_eOlV\„¢OH8m>[;TRVKn0TRIK<‹C•”O{|GƒOH8m>GH{‚P=>VK„¢OH8;>‡;J b>TlOHV‡*> ]V0<?[;TH>XGHGH>=ZœžÇ~€>=K>~   d0 J :‡;J b>T{†G]V0<?[;TH>XGHGH>=Zˆ{|_eOHVi[mI0]^}K>ORGVK„CGYQ{ P>NI\O<?V0GYO[mI0]^}K>O 2GYQ{ P>A‰#{€OH8™OH8;>N„ŽJ;_m]

(63) OR{€V0_ ]V0<?[;TH>XGHG #_;>LeO #[mIK]^}0>OX‘e‰#8m{|]^8‹TR>OHJmTH_mG#OH8;>]VK<?[;TR>=GRGY>XZN[ŒIK]^}K>OCI\_mZ{€ORGƒIK]

(64) ORJmI\~ GYQ{ P>0/ <ˆ>IKZmZZ;>~|{€<?{€OH>T^G2{|_‹OH8m> ˜;„ŽVzORV‹OH>=~€~ ‰#8;>_™Iz‡mJ *>=T{†G]V0<?[;~€>OH>=~€P ]V0<[mTH>XGHGH>=Z‚VKT‰#8m>_ OH8m>A˜m~|>q{|G]VK<?[;~|>OR>~|P‚TR>=I0Z— :ŠOOH8;>q‡*>n0{€_m_;{€_mn V\„Š>=I0]^8‚GYOH>[‚‰ >AGRI·K>{€_ˆ[;TR> 9˜;„ŽV 2GHQ{ P>OR8;>AGYQ{ P>V\„ OH8;>˜;„ŽVŒ :ŠOOR8;>?>_mZ‚V\„U>XIK]^8ˆGQOR>[ˆ‰ >?J;[bZ;IvOR>OH8;>?~|>K>=~.V\„ ]V0<?[;TH>XGHGH{|VK_?JmGH{€_;nOH8;>ZM{ *>=TH>=_m]>ƒ‡Œ>OQ‰ >=>_AOR8;>ƒ]J;TRTH>=_0O9GYQ{ P>CV\„,OR8;>2˜;„ŽVI\_mZAOH8;>GYQ{ P>ƒV\„—OR8;>2˜;„ŽV?IvO OH8;>ƒ‡Œ>=nK{|_;_;{|_;nm . . . . . . . . . . . @ ~€>=K>~('ld j §  ¤OH8;>=TH>{†G2GYOH{|~€~$ZmIvORI{|_OH8;>˜m~|> ' [mTH>= 9˜m„ŽV 2GH‚{ P=> 'C˜;„ŽV 2GYQ{ P >  c  2žŽ~|>0>(~ 'ld0  ? [mI0]^}K>=O 'ƒTR>=IKZM˜m~€>ežŽ[mI0]^}K>O 2GH‚{ P=>X 

(65)  K I0Z;Z 9˜;„ŽV*žŽ[mI0]^}K>OX‘ [ŒIK]^}K>O 2GH‚{ P=>K‘ ~€>=K>=~†   ˆ I0Z;Z 9˜;„ŽV*ž ƒ U‘ dm‘ de

(66)    6 ¤ ¼r ¤ ‹ ‡;J *>==T 'ƒTR>=I0Z3˜m~|>0žŽ‡mJ *>=T 2GHQ{ P>X    @=d §  ¤?‡mJ *>=T2{†G#_;V\O9„ŽJ;~|~|P]V0<?[;TH>XGHGH>=Z  @K@ žŽ[ŒIK]^}K>O=‘ GYQ{ P>·/  'l]VK<?[;TR>=GRG #_;>L3O #[mI0]^}K>O·žŽ‡;J *>=T=‘ [mIK]^}0>O 2GY{QP>0‘ ~|>\>=~†   @Xj IKZmZ 9˜;„ŽVŒžÇ[mIK]^}0>OX‘ GH‚{ P=>K‘ ~€>=K>=~†    @' I0Z;Z 9˜;„ŽV*ž ƒ U‘ dm‘ de

(67)    @c ~|>0>(~ 'ƒJ;[bZ;IvOR> #~|>K>=~¿žÇ~€>=K>=~¼‘ ˜;„ŽV 2GHQ{ P>“”[;TR> 9˜;„ŽV 2GYQ{ P>·

(68)    {@ ? IKZ;Z 9˜m„ŽVŒž ƒ ¡‘ d;‘ d0

(69)    ". . . . .  . . .  . ". . . . . ". . . . . . . .  . . . . I!{|nKJ;TR>?@    ! #"$"% & V. . .  . ,. ! $A ŽL%

(70)  . h  Z ]_k!mRj /j   be>bSg-hi_jE^0^0klbSm. . . :CGlGH8;Vv‰#_z7 IK‡;~€>N@{|_m]TR>=I0GY{|_;n?OH8m>~€>=K>=~$V\„U]VK<?[;TR>=GRGY{|VK_zIK~€~|Vv‰2G9OHVZM>=]TH>XIKGH>OH8;>GY{QP>VK„¢OH8;>]V0<[mTH>XGHGH>=Z˜m~|>‡;JMO {|_m]TR>=I0GY>XGOR8;>z]VK<?[;TR>=GRGH{€V0_šOH{|<?>K :ŠOOR8;>‹‡Œ>=nK{|_;_;{|_;n ‰ >‹GY>O?OH8;>‹~|>K>=~ŠOHV d žÇ_;V ]VK<?[;TR>=GRGH{€V0_Œ IK_mZ ‰Š>‹GY~|Vv‰#~€P {|_m]TR>=I0GY>‹OR8;{|GN~€>=K>=~2{„‰Š>fI\TR>iGHJ;TH>‹OR8mIvO‰ >z8mI·0>z>_;V0J;nK8 OR{€<?>iORV™]V0<[mTH>XGHGA‡mJ *>=TRG= ƒ2[bZ;IvOR{€_;n OH8;>f~€>=K>~CV\„ ]V0<?[;TH>XGHGH{|VK_q‰ŠVKTR}MGU{|_I "%‚r "$% ]VK_mGH>TRvIvOH{|K>C„ÇIKGH8;{|VK_ ¢{|_m]TH>XIKGH{€_;nOH8;>~|>0>~b{†G#GY~|Vv‰ I\_ŒZNZM>X]TR>=IKGH{|_;nOR8;>~€>=K>=~ {†GŠ„ÇIKGYO= I!{€n0J;TR>j?ZM>XGH]TH{|‡*>=G OH8;>IK~€n0VKTR{OR8;<„ŽV0T#J;[*ZmIvOH{|_;nOH8m>~€>=K>~—VK„.]VK<?[;TR>=GRGY{|VK_$ •”O2JmGH>=GŠOR8;>ZM{ *>=TH>=_m]> ª ‡*>OQ‰Š>>=_ OH8m>GHQ{ P>V\„ OH8;>˜;„ŽVAI\OŠOR8;>>_mZVK„!I]VK<?[;TR>=GRGH{€V0_GYOH>[‹I\_ŒZqOR8;>GYQ{ P>V\„ OH8;>˜m„ŽV?I\O9OH8;>‡*>nK{|_;_;{|_;n?V\„ OH8;>GYOH>=[,N <ˆ> 8mI·0>COR8;TH>=>]I0GY>XG  @0 ª 'ldm798;{†Gƒ<?>XI\_mGƒOH8ŒIvOOH8;>_3J;<‡*>TVK„U[mI0]^}K>O^GC[mTHVMZMJm]>=Zf‡eP‹OR8;>A]V0<[mTH>XGHGH{€V0_zOH8mTH>XIKZi{†GƒOH8;>AGRI\<?>OH8mI\O OH8;>A_3J;<‡Œ>=TV\„ [ŒIK]^}K>ORG]VK_mGHJ;<?>=Z‚‡3PzOH8;>q]VK<?<Jm_;{|]=IvOR{€V0_fOR8;TH>XIKZ— 2>=_m]>?‰Š>qZMV‹_;V\O]^8ŒI\_;n0>OR8;>A~€>=K>=~¢V\„ ]VK<?[;TR>=GRGH{€V0_, j;#{„ ª  dOH8;{†G<?>=IK_mGOR8mIvO‰Š>qI\TR>AZM>=IK~€{|_;nz‰#{€OH8™IiGH~|Vv‰_;>OQ‰ V0TH}b‘$8m>_m]>q‰ >A{|_m]TH>XIKGH>OR8;>q~|>0>~¡‡3P @N{„9OH8m> ˜;„ŽVGH‚{ P=>{†GCn0TH>XIvOR>T#OR8mI\_™@Xd; <‚>JmGH>OH8m{|GCOH8;TR>=GH8;V0~|Zz{|_iV0TRZM>=T2ORVI·KV0{|ZOR8;>IK~€n0VKTR{OR8;< OHVGH‰#{€OR]^8z„ŽTRVK< OH8m> _;VK_M“–]V0<?[;TH>XGHGH{|_;nqGQO^IvOR>OHVNOH8;>?]V0<?[;TH>XGHGH{|_;nqGQO^IvOR>OHV3V>=IKGH{|~€P0l798;{†Gƒ{|Gƒ[mI\THOH{†]Jm~|IKTH~|P{|<?[ŒV0TYO^I\_eOƒ{|_zOR8;>]=IKGH> V\„!I„ÇI0GQO2_;>OQ‰ V0TH}b '  ª  dm.798m>˜;„ŽVAGYQ{ P>{†G2ZM>=]TH>XIKGH{€_mnIK_mZN‰Š>ZM{|e{†ZM>OR8;>]V0<[mTH>XGHGH{€V0_N~|>0>~—‡3PjM . . V  . AcmkXm . . e. <ˆ>_;>>XZNORVAZM>=]{|ZM>‰#8m{|]^8vI\~|J;>OH8;>‡mJ *>=T2GY{QP>IK_mZOH8;>[mI0]^}K>O9GH{‚P=>8mI·K>ƒOHVO^I\}K>0. °(I!¯,°²±.

(71) 

(72)  

(73)   ! #"$"% & ˆ. $s ¢~|>0>~3¡]J;THTR>_eO#]V0<[mTH>XGHGH{€V0_N~|>0>~¿‘ ª M˜;„ŽVAvI\TR{†IvOH{|VK_GY{QP> ¨ $s s ¢_;>=‰ ]VK<?[;TR>=GRGY{|VK_q~|>0>~¿ @  ƒž ª d0  j ~|>K>=~ 'ƒ~|>0>~ \j ' ¤ Çr ¤  2žHž ª d0  u © žŽ˜;„ŽV 2GH{‚P=>  @Xd0  u © žŽ~|>0>~  ‹0 H  c ~|>K>=~  . . . . ". . I!{|nKJ;TR>j* r

(74) 0Ž R‚ ‘  #  ’  ! #"$"% &. ¤ s ¤ t   s  ¤ ¤ t  K¤ GƒJ;TIK~€n0VKTR{OR8;< GH[;~|{OOH8;>q˜m~€>N{€_eOHVf‡;J b>T^GI\_ŒZš]VK<?[;TR>=GRGH>=GOR8;>< {€_ŒZM>[*>_mZ;>_eOH~|PK ª J;>qORVzOH8m>N]V0<[mTH>XGHGH{€V0_šI\~€“ nKV0TH{€OH8m<‘*OR8;>V0‡MORIK{€_m>=Zi]VK<?[;TR>=GRGY{|VK_zT^IvOR{€VZM>[*>_mZmGƒV0_iOR8;>GH{QP>VK„¡OH8m>n0{€0>_i‡;J *>=T?žŽOH8;>~†I\TRnK>TCOH8;>‡;J b>TX‘bOH8m> ‡*>OYOR>TƒOH8;>]V0<[mTH>XGHGH{€V0_‹TRI\OH{|Ve 

(75) ƒ2Vv‰Š>K>=T=‘ŒGY{|_m]>OH8;>]V0<[mTH>XGHGH{€V0_‹~€>=K>~!]IK_;_;V\Ol‡Œ>]^8mI\_mnK>‰#8;{|~€>]V0<[mTH>XGHGH{€_mnqI ‡;J b>TX‘!OHV3Vi~†I\TRnK>A‡;J *>=TRG8mI·K>qIz‡ŒIKZ {|<[ŒIK]

(76) OVK_ OR8;>qTR>=IK]OH{|3{OQPˆV\„#VKJmTI\~|nKV0TH{€OH8;<‹z2>=_m]>0‘.‰ >q_m>>=ZšOHVz˜m_ŒZšI OHT^IKZ;>“”V i„ŽV0T2OH8m{|GƒvI\~|J;>K[ I!{€n0J;TR> ' GH8;Vv‰2G9OH8m>>0VK~|JMOH{|VK_‹VK„!OR8;>]VK<?[;TR>=GRGY>XZ˜m~€>GYQ{ P>‰#8m>_i{|_m]TR>=I0GY{|_;nOH8m>‡;J b>T GH‚{ P=>„ŽV0TlI~€>=K>=~Š@]V0<[mTH>XGHGH{€V0_iV\„ noprqstLtuwv0x—d <‚>AGH>>OH8mI\OlOR8;>?GYQ{ P>TRIK[;{†ZM~€PzZM>X]TR>=I0GY>XGƒI\OƒOR8;>‡*>n0{€_m_;{€_mnIK_mZ OH>=_mZ;GUOHVI~€{|<?{O9‰#8;{†]^8q{†G¢OH8m>l]VK<?[;TR>=GRGY>XZ˜Œ~€>lGYQ{ P>ƒVK‡MO^I\{|_;>=Z?JmGH{|_;n~n P{|[, < {€OH8n P={€[?OR8;>TR>C{†GU_mV‡;J b>T !OH8;>C˜m~€>ƒ{|G TR>=IKZI\_ŒZ]VK<?[;TR>=GRGY>XZN{|_‹VK_;>GYOH>=[,S <ˆ>VK‡;ORI\{|_zGY{|<?{€~†I\T#TR>=GHJ;~€ORG9„ŽV0T xzo”tu|_s~}qI\_mZvI\TR{€V0JmG#]V0<[mTH>XGHGH{€V0_~|>0>~¿ <ˆ> 8mI·0>ƒZM>X]{†ZM>=ZqOHV?]^8;V3V0GH>ƒI‡;J b>T#GYQ{ P>lV\„¢j\dKSc 6Kd0d‡ePeOR>=G ‡Œ>X]I\JŒGY>l{€_<?V0GYOŠVK„,OH8m>l]=IKGH>=G=‘e‰#{€OH8NOH8;{†G#GH‚{ P=>ƒ‰Š>ƒV0‡MORIK{€_I ZM{ *>=TH>=_m]>~€>XGHG2OH8mIK_ ? ‡Œ>OQ‰ >=>_zOR8;>]V0<?[;TH>XGHGH>=Z˜m~|>IK_mZOH8m>VK[MOR{€<AIK~ ]V0<?[;TH>XGHGH>=Z˜m~|>GHQ{ P>NžŽOH8;>VK_;>V0‡MORIK{€_;>XZ ‡3Pqn P={€[* 

(77)  ¤ s ¤ t   s  ¤ u;w ¤ s  0¤ < 8;>=_ _;VKO]V0<?[;TH>XGHGH{|_;n‹OH8;>˜m~|>‚ž¼IvOOR8;>‡Œ>=nK{|_;_;{|_;nfVK„#OH8;>I\~|nKVKTR{€OH8;< VKT‰#8;>_ Z;>=I\~|{|_;nf‰#{€OH8 Ii„ÇIKGYO_;>OQ‰ V0TH}; ‘ OH8m>˜Œ~€>{|GGH[;~|{OR>=Z‚{€_eORV[mI0]^}K>ORGƒ‰#8;{|]^8ˆI\TR>GH>_eOJ;_m]VK<?[;TR>=GRGY>XZ—•”„ ‰Š>8ŒI·K>OHV3V~†I\TRnK>[mIK]^}0>O^G2OR8;>?TH>XIK]

(78) OR{€3{€OQP‹V\„ VKJmTI\~|nKV0TH{€OH8m< IvOOH8;>‡Œ>=nK{|_;_;{|_;nf‰#{|~|~ ‡*>I *>X]

(79) OH>XZ—fCVv‰ >=K>T{„2‰Š>q8mI·0>NGY<AIK~€~ [mIK]^}0>ORG=‘!‰ >‰#{€~|~ 8ŒI·K>qIz~|V\OV\„ >~|><?>=_0O^GƒI0Z;ZM>XZ‹{€_zOR8;>˜m„ŽVN‰#8;{†]^8z{€<?[;~|{|>=Gƒ<V0TH>VvK>TR8;>XIKZ„ŽVKTƒ<?IK_mI\n0{€_mn?OH8;>˜;„ŽVIK_mZzGY>=_mZM{|_;nqOR8;{†GC[mI0]^}K>O=[ <ˆ> _;>=>=ZI\~†GYV?8;>=TH>ƒOHV˜m_mZ‹IOHT^IKZ;>“”V .!•–_VKT^ZM>=T ORV?8mI·K>I\_{|Z;>=IV\„.‰#8mIvO#{†G#InKV3VMZq[mI0]^}K>O2GH‚{ P=>‰ >8mI·0>ƒ[*>TH„ŽVKTR<?>=Z OH8m>9„ŽVK~|~€Vv‰#{|_;n]V0<[mJMORI\OH{|VK_?‰#8;{†]^8{†G¢{|_mGY[m{€TR>=Z„ŽTRVK< V0[MOH{|<?‚{ P={€_;nOR8;>#[mI0]^}K>O¡GH‚{ P=>9„ŽVKT¡]VK<?[;JMO^IvOH{|VK_ v]V0<?<J;_;{†]I\OH{|VK_ VvK>=TH~†I\[ 1 ? 3  ,>O AOR8;>[mIK]^}0>O#GYQ{ P>0 ,>O OR8;>GYQ{ P>lV\„!OH8m>l‡mJ *>=T9OHV?‡*>]VK<?[;TR>=GRGH>=Z— ,>O ?OH8;>]V0<?[;TH>XGHGH{|VK_NT^IvOR{€V‹žŽ8m>_m]> ‰Š> V0‡MORIK{€_Iƒ]VK<?[;TR>=GRGY>XZ‡;J b>T¢GH‚{ P=>  3  ,>O œOH8m> OR{€<?>ŠOHV]V0<?[;TH>XGHG!V0_;> ‡3PeOH>ž²OR8;>9‡;J b>T¢{†G.]VK<?[;TR>=GRGH>=Z {|_‚OR{€<?>  

(80) ‘.I\_mZ .OR8;>AOR{€<?>?OHVzJm_m]V0<[mTH>XGHGV0_;>A‡3P0OR>iž²OR8;>A‡;J b>T{†GJ;_Œ]VK<?[;TR>=GRGH>=Z‚{€_ˆOH{|<?>  

(81)  ,>O OH8m>]V0_mGYORI\_eOVvK>TR8;>XIKZ‚OHVˆGQORVKTR>NIi[mI0]^}K>O{€_™OH8;>N˜;„ŽVm ,>O  OH8;>_eJm<‡*>TV\„2[mI0]^}K>O^Gn0>_;>=TRI\OH>=Z ‡3PˆOH8m> ]V0<?[;TH>XGHGH{|VK_qOR8;TR>=IKZ, 2>=_m]>lOR8;>OH{|<?>ƒORV?nK>_m>T^IvOH>lVK_m>l[ŒIK]^}K>OŠ{†G ‘mVK_OH8;>VvK>=T98mI\_mZNOH8m>ƒOR{€<?>ORV   J;_m]VK<?[;TR>=GRGŠVK_;>[mI0]^}K>OŠ{†G b  I;V0T<?V3Z;>~|{€_;nOR8;>q_;>OQ‰ V0TH}z‰Š>?JmGY>qIzGH{|<[m~€{†GQOR{|]?<?VMZM>=~¢OH8mI\OIKGRGYJm<>XGI‹]VK_ŒGQO^I\_eOOH8;TRVKJ;n08;[;JMOIK_mZ‚~|I\OH>_Œ]PK ,>O ƒOH8;>]V0_mGQO^I\_eOCVv0>TR8;>=I0ZNORVN>LeORTRI0]

(82) OCIN[mIK]^}0>O2„ŽTRVK< OH8;>˜;„ŽVm ,>O zOH8m>OH{|<?>ORVqOHT^I\_ŒGY<?{€OCVK_;>‡3P0OR>I\_ŒZ OH8m>ƒ_;>OQ‰ V0TH}~|I\OH>=_m]P0.C>_m]>2OR8;>COR{€<?>ƒOHVGY>=_mZAVK_m>2[mIK]^}0>OŠ{|G  —.798m{|G {|GŠI\_NVK~†ZqI\_mZNGY{|<?[;~€{†GYOH{†] <?VMZM>~,‡mJMO=‘mI0G#GY8mVv‰#_{|_NOR8;>„ŽVK~|~|Vv‰#{€_;nŒ‘M{O2‰#{|~|~,nK{|K>lJmG2IK_{†ZM>=IVK„ OR8;>VKT^ZM>T9VK„ OR8;>[mIK]^}0>O2GYQ{ P>0 <ˆ>l8ŒI·K>I[;{€[*>~|{|_;>GH]^8m><?>K‘M8;>=_m]>0‘MOH8m>OH{|<>ORVOHT^I\_mGH<?{OCIOH8m>‰#8;VK~|>‡;J b>T2{† G. 

(83)  

(84) .  . . . .  . . . . . . . . . . . . 

(85)  

(86) . .  . !. . " . . . . .  . $#. -/%. . $%. (%*). . %+,&. . . . 0-/). . 65. (<=?>%A@B#DC. (< 3 >%I@J#DC. . '&. .-. -. -/)1%. 243. 7 EGF. 243. -H&4#. 2D3. F. -/)K&4#. . $2DL. HM. P<QR>#SC. 2DL F. ON. N. MS#. F. . . < E >%I@J#DC. D2D _9¥ ' cedKd. . 87 9;:. <T=?>%I@B#SC F. . -H&W#. . >-. %. 2 3 F F. F. 5U< Q >#DC F. -. ) CU&4#. >X24L F. &4# % F. <3V>%A@B#DC. &W#. >X2 L F. N F. #WMSC F NC F. 2D3 F. -. ) &4# MD% &.

(87)

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