La gestion dynamique de la qualité de service dans les réseaux IP mobiles

Transcription

1 La gestion dynamique de la qualité de service dans les réseaux IP mobiles Benmammar Badr To cite this version: Benmammar Badr. La gestion dynamique de la qualité de service dans les réseaux IP mobiles. Intelligence artificielle [cs.ai]. Université Sciences et Technologies - Bordeaux I, Français. <NNT : 2006BOR13160>. <tel > HAL Id: tel Submitted on 7 Jan 2012 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.

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

30 !!"# ( %, 3A)%1, &%,1 0:, ) $(6 /%,(01 01%*%31:, 3 /% ($% B%01 %1 1)00%/:,D%,/%$(6 /%C % +(0*1 (00%$%01 &) 3(1(*(/% (6 /% %,1 /%,) D01 /% ($% B%01 %1 /% (% B0B%01:$%11%013: (& A)%$%01)0$%,,B%`a,)/%:,%) (\ /,,%1()D%01C%0(%)&$(6 /%%[( 1*%$%,,B%%1%0&:&) 1, /%,1&0,,(0:,%) &( B 0%()6 %0A) /%,1&0,)0:,%)D, 1:C /%$(6 /%%,1&0,,(0:,%)&( B 0%@ /,%*($3(1%*($$%)01%$ 0/+ 4%C)0& /,%1()D%&0,)0:,%)D, 1:@ /(61 %01 )0%&%,,%1%$3( %C%11%&%,,%1%$3( %%,1,( 1/&%,,%&)F(61%0)%D /% $%,,B% ` ag@,( 1 )0% &%,,% ++%*1:% ) $(6 /% /) P$E$%@ 3 %4%$3/%3/ 01%$:& %&)3(1(*(/%F-0$ *(,1(0+ B)1 (0(1(*(/GC % $(6 /% %0%B,1%*%11% 0()D%//% &%,,% )32, &%,(0 ($% B%01 %0%0D(-01 /% $%,,B% ` ac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

32 !!"# $ &%01% %)4@,D( D" F %*# */ (6 /% D"G@ %//)/ %1 O F0&(++PM%O %/%,,**%,,01%0%10+,1)*1)%GC 4)1)* 4)1)*)*:? %,1 0&(D% X"Y 3(3(,% &%)4 $:1#(&%, 3() B:% /% #0&(D% /% %1/%!"C0,/3%$ 2%$:1#(&%F/% G@ /%1%$ 0/$(6 /%()/%()1%)&**2,)A)%/%,111*#:/%1%$ 0/$(6 /%&0,/%*, &) *(01I/%&) #0&(D% 3 /%:,%)@ %[( 1)0&:*/%0*#%) &%0 D%) /) 0& A)01 A)% /% $(6 /% %,1,) /% 3( 01 &% + % )0 #0&(D%C % &:*/%0*#%) &( 1 *(01%0 &%, 0+($1 (0,3%$%1101)()1%)&**2,*1)%/&)$(6 /%& &%01 + %/%0()D%),(),P :,%)C%()1%)&**2,*1)%/%0D( %?/+(,)0%&%,,%D"3()/%0()D%),(),P :,%) ) 1%$ 0/ $(6 /% %1 )0% %A)E1% ) 0()D%) ()1%) &**2, 3() A) / D/ &% *%11%&%,,%C%0()D%)()1%)&**2,&( 1/(,D: + %A)%/&%,,%%,1)0 A)%&0,,(0,(),P:,%)C%0()D%)()1%)&**2,%0D( %/%:,)/11&%/D/ &1 (0)()1%) &**2,*1)%/C /&%,,%%,1D/ &%@/%()1%)&**2,*1)%/&)$(6 /%/)1(,%?)1 /,% / 0()D%//% &%,,% D"C /(,A)% /% $(6 /% :16/ 1 / *(00%4 (0 D%* /% 0()D%) 3( 01 &11*#%$%01@ / 3%)1 & %*1%$%01 )1 /,%, 0()D%//% &%,,% D" 1%$3( % *($$%&%,,%,()*%&0,,%,3A)%1,,(101%1%0D(-%)0%&%$0&%&%$,%?.() D%,,(0($%B%01%11(),,%,*(%,3(0&01,C 0,/&%)4 2$%$:1#(&%F!"G@/%1%$ 0/$(6 /%*(01 0)%? )1 /,%,(0 0* %00% &%,,% D" &0, /% 0()D%),(),P:,%)C % $:*0,$% %,1 3(,, 6/% BZ*%? /)1 /,1 (0 &)0 1)00%/ 6 & %*1 (00%/ %01% /%, ()1%), &**2, /%, 3A)%1,?&%,1 01 (0&)1%$ 0/$(6 /%*(01 0)%01?11% 0&%/0* %0,(),P:,%)@&0, /%A)%/ /,,(01 *31):, 3 /% ()1%) &**2, A) /%, %& B% D%, /% 0()D%) ()1%) &**2,C %, 3A)%1, %0 3(D%00*% &) 1%$ 0/ $(6 /% 3%00%01 /% *#%$ 0 0D%,% 3),A) /,,(01*31):,3/% 0()D%) ()1%)&**2,%1 %& B:,D%,/0* %0 ()1%) &**2,A) /%,10,$%11&0,/01%0%1C 0B:0://%,10&(D%:&) 1/%1%$3,&%/1%0*%&)#0&(D%@ /3%$%1 P :16/,,%$%01 &% / 0()D%//% &%,,% 1%$3( % D01 /% &:3/*%$%01 &) 1%$ 0/ $(6 /%C P%10,+%1&%,3A)%1,%01%/%,()1%),&**2,C P &%01 + *1 (0&)0()D%)()1%)&**2,301 * 31 (0C

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

35 !!"# $% #! % +:;0..=).)1.9 &.F#!0 32, )0 1 BB%@ /% %0D( % /% $%,,B% ) 0@ %0 :3(0,%? *% $%,,B%@/%0%0D( %/%$%,,B%%A)%,1)3C%3%0D( %/(,/%$%,,B% )0C 4)1)/! 4)1)/)*?# 5 D" 01(&) 1&%)41-3%,&%%(+&%,,F(G P ( F:B (0/%G (61%0)% 3 /% &0, /%,(), :,%) F(6 / 1-0*#( ( 01GC P (F/(*/%()(0P/ 07G*(0+ B):% 3/ 01%+*%&) %1 3/% 3:+ 4%&%,(0 ()1%)3&:+)1C 01(&)*1 (0&)00()D%)0(%)&3%$%1&%$ 0 $,% P/1%0*%&b%)#0&(D%%01%/%,()1%),&**2,BZ*%?)0%$,%?.()/(*/% &%/$(6 / 1:C P, B0/,1 (0B:0::%3D"*/%,%A)E1%,&%6 0& 0B%,1%01/(*/%,C

36 !!"# $6 + B)%!%3:,%01%/*# 1%*1)%:,%)&0,D"C?= =) =# =).+ + ' 48!? #( P%,%*($3(1%*($$%)0/(*/C/%[( 1/%,3A)%1,&%,,:,)(&) %1/%,()1%D%,,(0(C P %,% &:3/*% &) D%, C )0& /,% *(00%*1%? *% &%0 %@ / &:*()D% /&%,,%&)C%11%&%,,%%,1,1(*7:%&0,/%,()1%),&**2,%1*($$)0 A):% )D /%$%,,B%c()1%&D%1,%$%01d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

41 2!"# % P/B,FL6 1,G0(0)1 /,:?*%.()N P-3%&%$%,,B%S6 1, P e1#c P e%,dc P =e1#c P Le%,DC P Ke1#%C P "e%,d%c P Qe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60 0+ 6 )55)*5 )5#3+5 )55)*5 )5#3+5 )55)*5 )5#3+5 # )!(!04! /" 1)1)/"" /% :*%31%) &% +/)4 %3:,%01% /% C 0, *% $(&%@ /:$%11%) &% +/)4 %0D( % /% $%,,B%f@*%$%,,B%%,1+(M&:3/%,%01 1:,.),A)):*%31%)&%+/)4C % &%0 % :3(0& 3 /% $%,,B% + 0 & 0 1 % / :,%D1 (0 %01% /) %1 /:$%11%)&)+/)4C%3%)1:3(0&%D%*/%$%,,B%,) 1%?/:*%31 (0 &)$%,,B%C D5)J )55)*5 )5#3+5 D5)J )55)*5 )5#3+5 $ )!(!0!0/" 4)3! D5)J )55)*5 )5#3+5 $(6 / 1:&)1%$ 0/$(6 /%$20%?)0*#0B%$%01&%()1%@$,*%*#0B%$%01 0%,13,)0 A)%$%01/ :)&:3/*%$%01&)1%$ 0/$(6 /%@*/%*#0B%$%01&%()1% 3%)1E1%/ ::B/%$%01?/&311 (0&%()1B%,) 1%)*#0B%$%01&%*(0& 1 (0,&0, /%:,%)C/3%)1:B/%$%01E1%/ :),, )g#(,1$)/1 P#($ 0B@&0,*%*,/%1%$ 0/? 3/), %),*#%$ 0,&%*($$)0 *1 (0%03//2/%@%1&(0*3/), %), 01%+*%,:,%)4?, &,3(, 1 (0()6 %0 /-)0:,%)%01%/) %1/%%,1%&):,%)A) *(01 %01&%,*#%$ 0, %&(0&01,F)0, 1%$)/1 P#($ 0BGC%,)1%),&0,XL=Y@(010/-,:/%++%1&%/$(6 / 1:,)/% 3(1(*(/%C (), 3:,%01(0,@&0, *%A),) 1@/ $3*1&%/$(6 / 1:,) /% 3(1(*(/%C

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65 0+ % D%*/3(*:&)%c',>d%1, /%,%,,()*%,,(01&,3(0 6/%,@ /% 0 1 /,%/, B0/,1 (0 3() 0,1//%/:11,) /%0()D%) *#%$ 0 D%, / &:*()D%1% &) c&(m0,1%$ d %,1 :/,:% &)0% $0 2% $3/ * 1% 3 /, B0/,1 (0C32,/&:*()D%1%&)c&(M0,1%$d@*%&%0 %%0D( %)0$%,,B% &%:3(0,%D%,/%+ 0&%/) 0& A)%/ 0,1//1 (0&%/:11,)/%*#%$ 0%01%/) %1 /% C /,) 1%@ /% c&(m0,1%$ d %0D( % )0 $%,,B% D%, /0* %0 ()1%) &**2,+ 0&%,)33 $%/:11,)/0* %0*#%$ 0C/%0D( %@:B/%$%01@)0$%,,B%&% +H*#,,%$%01D%,/%&%,1 01 %&%+/)4+ 0&%+H*# /%*#%$ 0*($$)0%01%/% %1/%C D%* / 3(*:&)% c, >d@ /% %0D( % )0 $%,,B% &% +H*#,,%$%01D%,/%+ 0&%:/,%/$,%?.()&)*#%$ 0&%, B0/,1 (0C &:*()D%1%&)c)3,1%$d%,1:/,:%&)0%$0 2% $3/ * 1%3/%,$%,,B%,&%, B0/,1 (0C32,/&:*()D%1%&)c)3,1%$d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c? / &%$0&%d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c0 B%01 %,1 )0 $(*%) &% /(B * %/A) 3%)1**($3/ )0%1Z*#%3:&:+ 0 %,3:* + A)%&%+[(0)1(0($%F)0($ &)0)1 /,1%)()&)0%33/ *1 (0Gd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c)6,($31 (0dF&%)6,)$%@$%11%,(),G&%(&0%-((7,XK=Y@A) %,1*(0, &::%*($$%/3/),%3:,%011 D%C0,*%11%*# 1%*1)%/%*($3(1%$%01&% /B%01%,1D)?1D%,)0%+(0*1 (0cB da) /) %,13(3%C +(0*1 (0 cb d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cB d&%&:*, (0C + B)%$(01%/*# 1%*1)%&)0B%01C.0! / -!! 40! / "! =84C9 =

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e`%+%%0*%a`)1 (0Ta`%//Ta`(T/%D%/a

87 =!!"# % $*2 %,1 )0 &%01 + *1%) )0 A)% 3() *#A)% 3:+:%0*% F/%,-,12$% 3%)1 &:1%*1%3/), %),3:+:%0*%,3()/)1 /,1%)GC P 23$( 3$ 3$ &:1%$ 0% / 3: (&% &% 1%$3, &)01 /A)%//% / 3:+:%0*%&%/)1 /,1%)&( 1E1%,1,+ 1%C P43$ &:1%$ 0% / *%//)/% &(01 /A)%//% / 3:+:%0*% &% /)1 /,1%) &( 1 E1%,1,+ 1%C %3%,1/%0 D%)&%(&%$0&:3/)1 /,1%)3()*%11%3:+:%0*%C /)1# #%,1/$1 *%&%10, 1 (0A) *(01 %01/%,.C #ex.yxiy) 32,/%,,,(* 1 (0,D%*/%,-,12$%@/3(66 / 1:&%10, 1 (0&%/*%//)/%?/ *%//)/%.%,1*/*)/:%&%/$0 2%,) GC KLGM%,1/%0($6%&%10, 1 (0,&%/*%//)/%?/*%//)/%.3%0&01/%,,,(* 1 (0, 1 (0,A) (01*($$%3( 01&%&:31/*%//)/% 3%0&01/%,,,(* 1 (0,D%*/%,-,12$%@ /%,1*/*)/:&%/$0 2%,) D01%BF Ge = /)4; ;%,1/%D%*1%)A) *(01 %01/%, F1(GF/3(66 / 1:A)%/%1%$ 0/$(6 /%,%1()D% &0,/*%//)/%?/ 0,1011(GC ex F1(GYXYC 1(*(%,3(0&)&:6)1&%*#A)%*($$)0 *1 (0C F1(Ge7F GW06C!%,1/%0($6%&%*($$)0 *1 (0,(6,%D:%,&)01/3#,%&(6,%D1 (0C D@A%,1/%0($6%&%+(,A)%/)1 /,1%),%*(00%*1%&0,/*%//)/%?/ 0,1011(@() 6 %0/%0($6%&%*($$)0 *1 (0,A) (01*($$%*%//)/%&%&:31/*%//)/% C (),D(0, = 7F Ge06C

88 =!!"# + B)%R%3:,%01%/&:1%$ 01 (0&%/$1 *%%1&)D%*1%) 9! " B (- E 1 + (! 084(.OB E OBEO;BEOPAQO AOR77 + # B EO;BEK #PAQOPAQKBE. * S #84( 3 4.GO. ;BEO;BET OT +(GO. A PAQOPAQT A &! (* %A %3%*,% 0*/),&0,/%,$%,,B%,&%(+ 0&%:,%D%/%,%,,()*%,? /D0*%3()/%1%$ 0/$(6 /%C %+($13(3(,:3()/%3%*%,1/%,) D013%*e`3%*a`)1 (0a `%//ac %)*2%,1)0 &%01 + *1%)A) &%01 + %&%$0 2%)0 A)%)03%*C %2`,111 $%a@`%0&1 $%a%,1/ 01%D//%&%1%$3,3%0&01/%A)%//%1%$ 0/ $(6 /%0:*%,, 1%)0%:,%D1 (0&%%,,()*%,?/D0*%C %4*2`*%//a@`*%//a@`*%//=a@CCCCCCCCCCCCCCCCCCCCC@`*%//0a%,1)0%0,%$6/% & &%01 + *1%),&%*%//)/%,C(),,)33(,(0,A)%*#A)%*%//)/%%,1 &%01 + :%&%$0 2% )0 A)%3)0 &%01 + *1%)C $(&:/,1 (0&)3%*%,1/,) D01%.%,1/3(66 / 1:&%10, 1 (0&%/*%//)/% D%,/*%//)/%.C F1G%,1/3(66 / 1:3()A)%/%1%$ 0/$(6 /%,%1()D%&0,/*%//)/%?/ 0,101 1C(),D(0, = F1GeC.F1UG%,1/3(66 / 1:3()A)%/%1%$ 0/$(6 /%,%1()D%&0,/*%//)/%.?/ 0,101 1UC

89 =!!"# (),3()D(0,*/*)/%*%11%3(66 / 1:?/ &%&%/+($)/%,) D01%.F1UGe = F1Gi.C θ F! j θ j G@ %,1 /%,%) / )1 /,: + 0 &%,:/%*1 (00% /%, *%//)/%, &% 3/), B0&%, 3(66 / 1:,C %3%*%,1&:+ 0 *($$%,) 13%*F1Gek.W.F1UGlθmC D01/%,,,(* 1 (0,F&)01/3#,%&(6,%D1 (0G@/%,-,12$%0%*/*)/%3,/% 3%* 3*% A)% /)1 /,1%) :101 0()D%)@ / 0% 3(,,2&% 3, /%, &%)4 0+($1 (0, 0:*%,, %)*/*)/&)3%*@*%,1P?P& %/$1 *%%1/%D%*1%)C + B)%=!%3:,%01%/&:1%$ 01 (0&)3%*C + 9! /4 OO 0B EOUV.OB E SθS.0/!4!0! (* AO # AB TEO = # AB TEXθ + # B EW# A 0B EO 0B E. A AOAT AS+ 3 3 ' 0! 0 /)+)*;#,! *# 1%*1)% (6 / 1- %& *1 (0 B%01 FG X="Y FD( *#3 1% G 3%$%1 :B/%$%01 &% &:1%$ 0% /% 3%*C %11% *# 1%*1)% &:1%$ 0% %0 %++%1 / 1*% &% /)1 /,1%)@*%,1P?P& %,%/(00(1%D, (0@/%3%*C%3/),@%//%3%$%1& &%01 + %)0%,%)/% *%//)/% 32, *#A)% #0&(D%C (), D(0, %1%0) *%11% *# 1%*1)% 3(),%,

90 =!!"# 3%+($0*%, %1,(0 %++ ** 1:? &:1%$ 0% D%* 3:*, (0 / +)1)% /(*/,1 (0 &) 1%$ 0/$(6 /%C *# 1%*1)%B/(6/%&%*%$(&2/%&%3:& *1 (0%,1%3:,%01:%,)/+ B)%= 5! > 8! 8! 1 4!( <. <#/ <# <#!/! 0! I>/ 4 9!// 0! %,*#H0%,&%7(D &%01 + %01/%3%**($$%)0%0,%$6/%&%*%//)/%,@,%/(0/ D/%)&%θC0%D 01%&%*%11%$:1#(&%*(0,,1%?,:/%*1 (00%)0%,%)/%*%//)/%A) / 3/), B0&% 3(66 / 1:C ($%//%$%01@ (0,:/%*1 (00% / *%//)/% 7 *(%,3(0&? / 3(66 / 1:7A) D: + %/*(01 01%7F1UGe4.F1UGW.e@@]CC0C %,-,12$% #-6 &% *(0,,1%? B&% 3() /% 3%*@ / *%//)/% 7 &%01 + :% 3 /%, *#H0%, &% 7(D@ %1 / *%//)/% n*(%,3(0& ) :,)/11 n(61%0) 3 /% $(&)/% &% 3:& *1 (0C (%/%,3%+($0*%,@/:,%D1 (0?/D0*%%,1+ 1%)0 A)%$%01 &0,/%,&%)4*%//)/%,7%1nF, /%,*#H0%,&%7(D%1/%$(&)/%&%3:& *1 (0(01 &%01 + :/$E$%*%//)/%@7en%1/:,%D1 (0?/D0*%%,1/(,+ 1%&0,)0%,%)/% *%//)/%GC %+ B)%=%3:,%01%/&:1%$ 01 (0&)3%*%0)1 /,01/%,*#H0%,&%7(D %1/%$(&)/%&%3:& *1 (0C

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

107 =!!"# 5" 0!H< 1()1%, /%, *%//)/%,,(01 %$3/ /)1 /,1%) &( 1 3()D( + % 33%/? )0% )1% 1%*#0(/(B % &**2,?, &,3(, 1 (0 :3(0&01 $ %)4?,%, 6%,( 0,C 0, *%1 %4%$3/%@ *%,1 / 1%*#0(/(B % A),% )1 /,:%@ /% B0& 0($6% &)1 /,1%),,) 3/*% %$3E*#01/% O P &% :3(0&% )4%4 B%0*%,&% (&% /33/ *1 (0&%$0&:%C 2, A)%/)1 /,1%)/0*%)0%)1%33/ *1 (0$( 0,* 1 A)%%01%$%&%(()A)%/%, 3%+($0*%, &) O P &%D %0&(01 **%316/%, 3() /33/ *1 (0@ /)1 /,1%) &%D 3()D( %D%0,)/1%*#0(/(B %O P F?*),%&)*(b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

111 =!!"# = =00 = = 5G=# = 5G=# = 5G=#$ $ 6 %!=D /)1 # 0:,%)&%%1 %,1)0()1 /&%D: + *1 (0%1&%D/ &1 (0&%,,-,12$%,&,1 6):,@ /%3:,%01%)0B3#%( %01:*($3(101 P0%0,%$6/%+ 0 &% 3/*%,@ek@@=@ CCC@$m@,-$6(/,:%,3&%,*%*/%,%1 %3:,%0101&%,N P0%0,%$6/%+ 0 &%10, 1 (0,@ek@@=@CCC@0m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

112 =!!"# + B)%L"%3:,%01%/%0,%$6/%&%, 01%*1 (0,&0,/%,-,12$%$(&:/,:%,3)0 :,%)&%%1 (& 0 %C " ' $ & # "!0!# 0%, $3/% D: + *1 (0 $0)%//% %,1,)++,01% 3() D: + % /% :,%) &%%1 &:* 1 3:*:&%$$%01@ / +)1 /0*% /%.%1(0 *(%,3(0&01? /B%01 %1 + % &%, +0*#,,%$%01, &:13%,,)**%,, D%,,%/(0 *#A)% :D:0%$%01 &0, /%,-,12$%C (), 3()D(0,D: + %+* /%$%01@&0,0(1%*,@A)%/%$(&2/%:,%)&%%1 0%*(01 %010, 1)1 (0&%6/(*B%@0, 1)1 (0&%*(0+/ 1C

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

114 $,2 ( *) % *#3 1% &:* 1 / D/ &1 (0 &% 0(1% 33(*#% &% :,%D1 (0 &% %,,()*%,? /D0*%@ *%11% D/ &1 (0 *($3%0& &%)4 :13%,C 3%$ 2% :13% *(0,,1%? 1 1% /% $(&2/% $1#:$1 A)%$%01@ 3() *%/ 0(), D(0, )1 /,: /()1 / C (1% *#( 4,%,13(1:,)*%1()1 /* /%,112,3),,01&0,/%&($ 0%&)*/*)/$1 * %/C 0, 0(), 3%$, &% 6 %0 *%0% /% 3(6/2$%@ 0(), D(0, 3) %,1 $% / 6(00% D/%) &% θ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θ + 0 &% *(0,1) % /% 3%*@ %1 &)1% 31@ &% */*)/% /% 1%$3, 0:*%,, %? / &:1%$ 01 (0&)3%*C :/:$%01*/:3()/:,%D1 (0&%%,,()*%,?/D0*%%,1/%0,%$6/%3%*C

115 % + B)%=!3:,%01:%&0,/%*#3 1%K$(01%/&:1%$ 01 (0&)3%*?1D%, )0%$(&:/,1 (0?/ &%&%,#H0%,&%7(D%0%$3,(01 0)FGC %3%*%,1&:+ 0 *($$%,) 13%*F1Gek.W.F1UGlθm@F!jθjGC %*#( 4&%/D/%)&%θ%,112, $3(1013()*(0,1) %/%3%*C /D/%)&%θ %,13(*#%&%/(,/%3%*%,1D &%@3*(01%, /D/%)&%θ%,13(*#%&%!/(, /%0,%$6/%3%**(01 %011()1/%D(, 0B%C UV 0&:+ 0 1/+(0*1 (0+,) D01% O /B. EOUU. V O %3%*%,1&:+ 0 33%*e GC = D%*/()1 /&%, $)/1 (0@0(),*#%*#(0,?:D/)%/ $3*1&%/D/%)&% θ,)/%,&%)43$21%,,) D01,A),(01/ :,?/%0,%$6/%3%* 3!JJ# %,1/%0($6%&%*%//)/%,*(0,1 1)01/%3%*C (JJ# %,1 /% 1%$3, 0:*%,, % 3() / &:1%$ 01 (0 &) 3%*3/%1%$ 0/$(6 /%C /)*,, (),D(0,eF@@CCCCCCCC@ CCCCCCCC@0G/%0,%$6/%&%,*%//)/%,&0,/%D(, 0B% &)1%$ 0/$(6 /%C %3%*%,1&:+ 0 *($$%,) 13%*F1Gek.W.F1UGlθm@F!jθjGC θe!/(,/%3%*ef/%0,%$6/%3%**(01 %011()1/%D(, 0B%GC0,*%*,@/% 0($6%&%*%//)/%,*(0,1 1)01/%3%*%,10C θe@/(,/%3%*ekmf/%0,%$6/%3%*%,1d &%GC0,*%*,@/%0($6%&% *%//)/%,*(0,1 1)01/%3%*%,1!C UV +(0*1 (0+%,1&:+ 0 %*($$%,) 1 O /B. EOUU. V O 13*(0,:A)%01@(03%)1%0&:&) %/+($)/%,) D01%3%*e 0!jθj%1&(0*!jPθjC = +FFPθG@ GC ()/,) 1%@0(),*(0, &:(0,A)%@FPθG%,1/%+*1%)A) &:1%$ 0%/%,(),P%0,%$6/%&% C%4%$3/%, FPθe!CKG@(03%)1&:&) %A)%/%3%**(01 %01Ko&%,:/:$%01, &%C ($%//%$%01(0&F3%*GeFFPθGi&FGGeF0iFPθGGC &&:+ 0 1/*& 0/ 1:&)0%0,%$6/%A) %,1/%0($6%&:/:$%01,&%/%0,%$6/%C %,1/+(0*1 (031 %%01 2%@%//%%,1&:+ 0 %3()1()1:%/4&%/+[(0,) D01%F4G %,1/%01 %%/1 + $$:& 1%$%01 0+: %)():B/?4C

116 6 %3%0&01, %00%/$( 1 :&%,*%//)/%,&%C (0* ) / %) &% 3%0&% /% +*1%) FPθG@ (0 3%0& /% +*1%) FPθG 7 C D%* )0 7 :%/ 3(, 1 +C 0&(0*&F3%*GeF0iFPθG 7 GC!`7`FPθG`FPθG 7 %1&(0*@D%*FPθG %013/),&%*%//)/%, 333(1)*,D%*/%+*1%)FPθGC -+(0e!@DN8)+@Pθe!CK&F3%*GeLC 7 a FPθG a FPθG 7 &0, *% *,@ D%* FPθG /% 3%* *(01 %01 $( 0, &% *%//)/%,333(1)*,D%*/%+*1%)FPθGC -+(0e!@DN/@Pθe!CK&F3%*GeKC %0($6%&%*%//)/%,*(0,1 1)01/%3%*%,1/(,/%,) D01 3!JJ# NB@H@*θA D A) FPθ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eL!GC #A)%*($$)0 *1 (0*(%,3(0&?)01.%1,) D 3/%1%$ 0/$(6 /%C

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eL!*($$)0 *1 (0,(6,%D:%,&)01/3#,%&(6,%D1 (0@0(),D(0,$ e",,(* 1 (0,D%*/%,-,12$%C (),*/*)/(0,7F G&% e?!c 7F G%,1/%0($6%&,,(* 1 (0,&)1%$ 0/$(6 /%D%*/*%//)/%?/ 0,1011(C

118 (),D(0,&(0*/%16/%),) D01 MBE ;BE ;B$E ;B%E ;B6E ;BE ;BE ;BE ;BE ;BE 6 + 4@4 ( /,) 1%@ 0(), */*)/(0, /% D%*1%) A) *(01 %01 /%, F1(G? / &% &% / +($)/%,) D01% F1(Ge7F GW06C # B E # B E # $ B E # % B E # 6 B E # B E # B E # B E # B E # B E $ " (* D01&%*/*)/%/$1 *%@0(),*/*)/(0,/$1 *%A) *(01 1 (0,&%/*%//)/%?/*%//)/%.3%0&01/%,,,(* 1 (0, D%*/%,-,12$%C $1 *%A) *(01 D01%... $. % % $ $ $. 6 %. $ 6. % 6. 6 % $ % $. $ $ 6. $ $. $ % +# 1(PAQ BF G%,1/%0($6%&%10, 1 (0,A) (01*($$%3( 01&%&:31/*%//)/% 3%0&01/%,,,(* 1 (0,D%*/%,-,12$%@ /%,1*/*)/:&%/$0 2%,) D01%BF Ge %16/%),) D01%3:,%01%/%,D/%),&%BF G = BE BE B$E B%E B6E BE BE BE BE BE $ % +$ (1(BE

119 0+ *%A) *(01 GC $1 *%%,1/,) D01% # $ % % $ 7%% 76 $ 7 7% 7$ % 76 7% 7$6 6 7$ 7$6 7$6 7$ 7% 7$ 7$ 7% 7$ 7 7 7% 76 7$6 7$6 7$$ 7%% 7$ +& $1 *%#%1/%D%*1%);,(01*/*)/:,@32, /%,,,(* 1 (0,D%*/%,-,12$% F32,/3#,%&(6,%D1 (0GC %,-,12$% */*)/% /% D%*1%) e i + 0 &% *(0,1) % /% 3%* 3() /% % #0&(D%C () /% 2$% #0&(D%@ /%,-,12$% */*)/% /% D%*1%) e i + 0 &% *(0,1) %/%3%*%1 0, &%,) 1%@3()/% 2$% #0&(D%/%,-,12$%*/*)/%/%D%*1%) e PiC / &%&%%132,"#0&(D%,@0(),D(0,/%,:,)/11,,) D01, * OP777$67677%%77$$Q * OP767$776676%7%%77%7$%$7$Q * $ OP7776$7$7$7%77$$776%Q * % OP7%767$7$677%7%$$7$767Q * 6 OP %76%$7%7%%77$6Q * OP7677$ Q + B)%LS$(01%/ $3*1&%/D/%)&%θ,)/%0($6%&%*%//)/%,*(0,1 1)01/% 3%*C

120 $ 4 0(θ 0 0(),%B&(0, / $3*1&% /D/%)&%θ,) /%0($6%&% *%//)/%,*(0,1 1)01 /% 3%*@0(),%$A)(0,A)?31 &%/D/%)!CS&%θ@/%3%*%,1D &%C%,D/%), &% θ A),(01,)3: %)%,?!CS 0% 3%$%11%01 3,&%*(0,1) %/% 3%*C F% 3%* &( 1 *(01%0 ) $( 0, )0%,%)/% *%//)/% + 0 &% + % &%, :,%D1 (0, &% %,,()*%,? /D0*%3()/%1%$ 0/$(6 /%GC D%*θe!C@0(),D(0,/%,:,)/11,,) D01, 3%*ek@=@K@Qm@6T*%/T3%*eLC 3%*ek@@=@L@"m@6T*%/T3%*eKC 3%*=ek@@=@Km@6T*%/T3%*eLC 3%*Lek@@=@Lm@6T*%/T3%*eLC 3%*Kek@@=@L@Km@6T*%/T3%*eKC 3%*"ek@@=@Lm@6T*%/T3%*eLC D%*!*%//)/%,&0,/%D(, 0B%&)1%$ 0/$(6 /%@/D/%)!C&%θ%,1)0%D/%) (31 $/% 3() *(0,1) % /% 3%*, %1,%)/%$%01, /%, $()D%$%01, &) $(6 /%,(01 :A) 3(66/%,%01%/%,!*%//)/%,C (),0(), 01:%,,(0,$ 01%001)1%$3,&%&:1%$ 01 (0&)3%*@/%3%*%,1 &:1%$ 0:3/%1%$ 0/$(6 /%&%/)1 /,1%)C + B)%LR$(01%/ $3*1&%/D/%)&%θ,)/%1%$3,&%&:1%$ 01 (0&)3%*C F%1%$3,%,1*/*)/:%0$ //,%*(0&%GC

121 & 4 0(θ 0! 0 %,3%+($0*%,,(01*/*)/:%,,))0%$*# 0%A) )0%3),,0*%&%@L5W,C %1%$3,&%*/*)/&)3%*3%)1D %,%/(0/3),,0*%&%/$*# 0%C0,*%*,@ / 0%&:3,,%3,C"$ //,%*(0&%,C Z*%?*%11% 3%$ 2%:13%&% D/ &1 (0 D%*@ 0(),D(0,3)%,1 $%/ 6(00%D/%)&%θ+ 0&%*(0,1) %/%3%*C31 &%/D/%)!CS&%θ@/%3%* %,1D &%@ 0, &%,D/%),&%θA),(01,)3: %)%,?!CS0%3%$%11%013,&%*(0,1) % /% 3%*C % 3/),@ / D/%) &% θ 0% &( 1 3, E1% 12, 3(*#% &%!, 0(0 /%0,%$6/% 3%**(01 %011()1/%D(, 0B%CD%*@0(),D(0,:B/%$%013)&:1%$ 0% /%1%$3,0:*%,, %3()/&:1%$ 01 (0&)3%*C%:,)/11(61%0)$(01%/ 01:E1 &% 0(1% $(&:/,1 (0 &) 3%* 3 /%, #H0%, &% 7(D %0 %$3, (01 0) * /% 1%$3,&%&:1%$ 01 (0&)3%*%,1&% /(&%&% /$ //,%*(0&%C%:,)/11%,112, 01:%,,01*/%1%$3,&%&:1%$ 01 (0&)3%*&( 1E1%,(006/%+ 0&%/,,%/% 1%$3,&%1%$ 0%,1Z*#%?/%01 1:A) :,%D%/%,%,,()*%,?/D0*%3()/%1%$ 0/ $(6 /%C