An integration of model-based techniques for determining the minimal diagnosis

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H&:</H=?</`wvY24BD=W967 N<QdchejC"9@=Cg3624BD=`7 N<2C8LNU&9624<7DH=C F:243G=xH&2;BJ@K <2=-Qy12436587 9624<(Xf=?1B 7D`4=?</H&NIB N-CbzW=?B N362C 362`7 U7DH&N-CH&2jB N-CCE24</CEN362CjL{963G=?U/=WV"NA24<TBJ@K <2=-QdXNU&9624<&P 243a`:/=?B2CtBD=8H&7D=?Z<N-CE7DCtH&24BhCE7DC"96245_=c e.<$BD=a58296N&H&NB NZ@KD=A[Y]\24B&1367 58243963G=?U/=WV"Na3624B 24zW=?<-962 F:2|l }nJX~-:2i1362CE24<-9G=?U/=+:<S58N&H&24B Nb1/=?3G=R24BtH&7D=?Z?P <N-C"967D`NIH&2|CE7DC"96245_=CRH&2|`N581N<24<-962C+U/=C6=H&NS24< BD=\2C"9636:/`d96:3G=kw`N581N3E9G=?587 24<-96NIH&2B N-CR`N581N?P <24<-962C4ch=+FN365_=?B 7 s=`7@N<;H&2iBD=rH&7D=?Z<N-CE7DCTCE2y`N<&P `3629@NR24<xl pW}4nw\l nJXH&N</H&2iCE2_136N1N<2_:</=y9624N3@KD= Z24<243G=?Bh1/=?3G=824B136NUB 245_=H&2T2&1B 7D`4=?3aBD=CaH&7DC6`36241&P =?</`7D=C24<-96362.B N-C(`N581N3E9G=?587 24<-96N-CNU/CE2436zW=H&N-CwfB N-C H&2/<7DH&N-Ci`N58N`N36362`d96N-C$1/=?3G=B N-C`N581N<24<-962C4c (N-C58N&H&24B N-Cj`24<-963G=H&N-C24<_`N581N<24<-962C.H&2C6`367 U24< B N-C8CE7DC"96245_=C^582H&7D=?<-962y3624BD=`7 N<2C^24<-963G=H=WC6=?B 7DH=c h=|5_=wN3@KD=rH&2RBD=C_=?136N&7 5_=`7 N<2C^1/=?3G=|`N581N?P <24<-962C.`4=?3G=`d9624367 s=?<^BD= H&7D=?Z<N-CE7DCH&2Y:<CE7DC"96245_=g`N?P 58Ni:</=i`NB 2`4`7@N<rH&2$`N<WV":<-96N-CA5R@K <7 58N-CfH&2$`N5$P 1N<24<-962Cr~-:2|F=?B BD=?<(Xa1/=?3G=k2&1B 7D`4=?3RB N-Cb`N581N3EP 9G=?587 24<-96N-C|NU/CE2436zW=H&N-CkLC@K <-96N5_=CGQdc ejC"962k967 1NH&2 58N&H&24B N-C12436587 962YH&7D=?Z<N-C"967D`4=?33@=?17DH=?5824<-9621/=?3E962C 7 581N3E9G=?<-962CtH&2fB N-CtCE7DC"96245_=CH&2g`N581N<24<-962C4c&h=C 1367 58243G=C.7 581B 245824<-9G=`7 N<2C.1/=?3G= H&7D=?Z<N-CE7DCF:2436N< [Auav l ppnwTg[feal pnJXW~-:2j:/C6=?U/=?<TH&7 F243624<-962C`N5$P 1N<24<-962CgH&2^7 <&F243624</`7D=1/=?3G=H&2962`d9G=?3fB N-Ca1N-CE7 UB 2C F=?B B N-C4c e.<$2C"962t963G=?U/=WV"NgCE2t1362CE24<-9G=a:</=f7 <-9624Z3G=`7@N<^H&2YBD=C 9624N3@KD=CTH&2BD=C^`N5^:<7DH=H&2C^[a w|[Y]^X~-:2i1243EP 587 962R=?:5824<-9G=?3^BD=r2`7 24</`7D=b24<SBD=rH&2962436587 </=`7@N< H&2BD=;H&7D=?Z<N-CE7DC5R@K <7 5_=;H&2:<CE7DC"96245_=SH&2`N5$P 1N<24<-962C4cYh=;2C"9636:/`d96:3G=;~-:2r24<x2C"962r963G=?U/=WV"NSCE2 CE24Z:7 3@=k2CbBD=ICE7 Z:7 24<-962cae.<M1367 58243bB :Z-=?3rCE22C"P 9G=?UB 2`24<xzW=?367D=CH&2/<7D`7 N<2C13624z7D=Cw\CE2b136N1N?P <24<H&N-C2"V"24581B N-C1/=?3G=;H&2458N-C"963G=?3B N-C_U24<2`7 N-C H&2fBD=T58296N&H&NB NZ@KD=cu`N<-967 <:/=`7@N<CE2a2&1B 7D`4=?<BD=C z24<-9G=WVE=CfH&24B963G=W9G=?587 24<-96Ny2C"9636:/`d96:3G=?B13624z7 N/XwbBD= FN365_=RH&2Z24<243G=?3g24Bj58N&H&24B NR:/C6=H&NR24<|24Bj136N&`2CEN H&2H&7D=?Z<N-CE7DC4cA</=yz24s8NU&9624<7DH&N+24B58N&H&24B NRCE28H&2P C6`367 U2TBD=$FN365_=_H&2 Z24<243G=?3YBD=_H&7D=?Z<N-CE7DCt5R@K <7 5_=_= 1/=?3E967 3$H&2BD=C NU/CE2436zW=`7 N<2Cg362`NZ7DH=C H&2B N-C^CE24<&P CEN362C4c?=?3G=A962436587 </=?3.CE2YH&2C6`367 U24<8BD=C`N</`B :/CE7 N<2C wi24B963G=?U/=WV"N^F:&96:36N/c _ YrRA$+A+  AY$ e.<y2C"962a963G=?U/=WV"N^:/C6=?362458N-C`N</`241&96N-Cj136NWz24<7 24<-962C H&2gBD=C58296N&H&NB NZ@KD=CjH&2 H&7D=?Z<N-CE7DCjU/=C6=H=^24<i58N&HP 24B N-C4cN39G=?<-96N/XCE2a/=`2a<2`2C6=?367 N 2C"9G=?UB 2`243=?B Z:&P </=CAH&2/<7D`7 N<2Ct13624z7D=C4c ¡ --¢S!#8£r¤¥¦§ ¤_¥¦§¨d©D¨dªo¦«_¬® 2aH&2/<2A`N?P 58NR24B.`N<WV":<-96NbH&282`:/=`7 N<2Cg~-:2H&2962436587 </=?<24B `N581N3E9G=?587 24<-96N+H&2_:<|CE7DC"96245_=c(ejC"962$NU&V"2967 zN+CE2 `N</CE7 Z:21N3h582H&7 NaH&2.BD=C3624BD=`7 N<2C24<-96362.BD=CzW=?367 P =?UB 2C=CEN&`7D=H=C=fBD=C362C"96367D`4`7 N<2C4cWejC"9G=ChzW=?367D=?UB 2C 1N&H&3@=?<_CE243.NU/CE2436zW=?UB 2CtL2C"9@=?<_=CEN&`7D=H=C=g:<CE24<&P CEN3dQjN8<N_NU/CE2436zW=?UB 2CgLCE7 <+:<RCE24</CEN3Y=CEN&`7D=H&NQdc ¡ --¢¯!{|£r¤¥¦§ ¤¤°d¨4¦±d²W¬³©¤W´¬W§o® 243@=i:</= 96:1BD=H&2gzW=?B N362CY=CEN&`7D=H&N-Ct=$BD=CtzW=?367D=?UB 2CtNU/CE2436z-P =?UB 2C4c(ejC"96N-CfzW=?B N362CgCE243@=?<rNU&9624<7DH&N-Cf1N3 B N-C CE24<&P CEN362CY`NB N&`4=H&N-Cj24<+24BhCE7DC"96245_=c ¡ --¢µ!D,S¶±6¤°§ ¦«_¬¥¦R¥W©¬4·?´¤¨d©D¨.® 2y`N<&P CE7DH&243G=r:<\136NUB 245_=rH&2bH&7D=?Z<N-CE7DC$=rBD=r96:1BD=rFN3EP 5_=H=1N3g24B58N&H&24B N+H&24BCE7DC"96245_=wR24B58N&H&24B NiNU&P CE2436zW=`7 N</=?B¸ch=^CENB :/`7@N<i=?B136NUB 245_=^H&2gH&7D=?Z<N-CE7DC 2C24B`N<WV":<-96N$H&2f1N-CE7 UB 2C`N581N<24<-962Cj~-:2f2C"9@=?< F=?B BD=?</H&N/c ¹ ºr»ha¼¾½R¿^ =?3G=+`BD=?367 `4=?3gBD=+58296N&H&NB NZ@KD=i136N1:2C"9G=X(CE2_/=?< 2C6`NZ7DH&NbB N-C$CE7 Z:7 24<-962CT2"V"24581B N-C4X2963G=/@KDH&N-CTH&2yBD= U7 UB 7 NZ3G=WFE@KD=µ=CEN&`7D=H=µ=ÀBD=Cx1:UB 7D`4=`7 N<2Cx3624BD=WP `7 N</=H=CY`N<yBD=8H&7D=?Z<N-CE7DCU/=C6=H=^24<+58N&H&24B N-C  Á Â4Ã;bÄb-WÃrÅÄ/WÂ8ÄR/ ejC"962$CE7DC"96245_=F:2$7 <7D`7D=?B 5824<-962^136N1:2C"96Ni24< l pÆnJcAÇjN</CE7DC"962r24<CE247DCi7 <-96243G`4=?5^U7D=H&N362C_H&2 `4=?B N3hV":<-96N8`N<96362CjÈ/:WV"N-CÉoÊH&2f24<-963G=H=^~-:2 967 24<24<_=CEN&`7D=H&N-CH&7 F243624<-962C9624581243G=W96:3G=Ch9GÊEc e.<>BD=I/Z:3G=pkCE2S5^:2C"963G=x24B8CE7DC"96245_=x2C"P 12`7 `4=H&N/XhBD=CTs4N</=CT5_=?3G`4=H=CT`N<:<S`7 3EP `:B N;CEN5^U362=H&N|7 </H&7D`4=?<x~-:2bCE2R/=;`NB N&`4=WP H&Ni:<CE24</CEN3gH&2TÈ/:WV"Nyw+9624581243G=W96:3G=24<rH&7 P `GNR1:<-96N/chejCg1N-CE7 UB 2H&7 F243624</`7D=?3 96362C CE:U&P CE7DC"96245_=C^H&7 F243624<-962C4X`4=H=R:<NRFN365_=H&Nb1N3 H&N-Cj7 <-96243G`4=?5^U7D=H&N362C &Ë etÌXejÍWÎ-X Ë ejÏWX&e.ÐWÎfw Ë ejÑWXejÒWÎ-cÇ=H=_:<NiH&2^B N-CaCE247DCA7 <-96243G`4=?5^U7 P =H&N362C4X-wi`4=H=^:<N8H&2gB N-CN&`GN8`36:/`2CgLJÇÊ ÓWQ H&24B(CE7DC"96245_=X&CEN<y`N</CE7DH&243G=H&N-C`N58N8`N581N?P <24<-962C 24<|24B.136N&`2CENRH&2H&7D=?Z<N-CE7DC4c(e.Bj`N5$P 1N3E9G=?587 24<-96NiH&24BCE7DC"96245_=1:2H&2$CE243fH&2C6`367 96N 582H&7D=?<-962^BD=CaCE7 Z:7 24<-962CA362C"96367D`4`7 N<2CY136NWz2P <7 24<-962CgH&28B N-CA96362CgH&7 F243624<-962Cf1N-CE7 UB 2Ca967 1N-C  "!$#&%(')+*-,(#'./%%0 , 112 E1 E2 E4 E3 E5 E6 11 16 17 12 14 18 110 111191513 21 212 22 23 24 25 26 27 28 29 211210 33 32 31 C11 C12 C13 C14 C21 C22 C23 C24 112 E1 E2 E4 E3 E5 E6 11 16 17 12 14 18 110 111191513 21 212 22 23 24 25 26 27 28 29 211210 33 32 31 C11 C12 C13 C14 C21 C22 C23 C24 M1 M2 M3 A2 A1 a b c d e x01 x02 x03 p q M4 M5 M6 A4 A3 f g h i j x04 x05 x06 r k m n o M7 M8 M9 A A 5 6 x07 x08 x09 x10 x12 x11 M1 M2 M3 A2 A1 a b c d e x01 x02 x03 p q M4 M5 M6 A4 A3 f g h i j x04 x05 x06 r k m n o M7 M8 M9 A A 5 6 x07 x08 x09 x10 x12 x11 7 Z:3G=yp  eV"24581B N-C4c ® 7DC"96245_=_H&2g7 <-96243G`4=?5^U7D=H&N362CH&2T`4=?B N3Xwi24B(CE7DC"96245_=81NB wUNi29624</H&7DH&N H&2 U/=?BD=?</`2C   Ê ÉoÊ  x  U/=?BD=?</`2 H&2 5_=C6=^24<R`4=H=8`36:/`2  Ê ÉoÊ  ª Ê   U/=?BD=?</`2a9@2436587D`N$24<R`4=H=8`36:/`2  Ê  ÉoÊ  ª Ê   ÉÓ  ª Ó  x  U/=?BD=?</`2 H&2 24<-9G=?B 1h@KD=^1/=?3G=8`4=H=^7 <-96243G`4=?5^U7D=H&N3YH&2 `4=?B N3 Á Â4Ã;  j  Åj  S  ÄÄ ejC"962|CE7DC"96245_=;2Cy:</=;29624</CE7@N< H&24Bg2"V"24581&P B N5\@=C^:&967 B 7 s=H&N24<SBD=rU7 UB 7 NZ3G=WFE@KD=+3624BD=W967 zW= =IBD=IH&7D=?Z<N-CE7DC+U/=C6=H=\24<58N&H&24B N-C;l p  nol WnJc e.<i2C"962f`4=CEN$=?1/=?362`24<~-:7 </`2g`N581N<24<-962C  <:24z2g5^:B 967 1B 7D`4=H&N362CtwiCE247DCYCE:5_=H&N362C4X-9G=?B `N58N|CE2y1362CE24<-9G=b24<kBD=b/Z:3G=;pc.(N-C^5^:B P 967 1B 7D`4=H&N362C$2C"9@=?<\36241362CE24<-9G=H&N-C$`N58N  bÊEX wMB N-CrCE:5_=H&N362Cb`N58NutÓcg=?3G=IH&2962`d9G=?3 ~-:t@2`N581N<24<-962CF=?B BD=?<(X8C/@NB N¯CE2 `N<N&`24< B N-CazW=?B N362CfH&2$BD=CazW=?367D=?UB 2CaNU/CE2436zW=?UB 2Ca~-:2 =?1/=?362`24<85_=?3G`4=H=C`N<_:<`7 3G`:B NTCEN5^U362=WP H&N_CENU362gBD=^/Z:3G=c    t  fT¼¾a$ A( "! + $#  %!& T¿ e.Bj1362963G=W9G=?587 24<-96NR2C"9636:/`d96:3G=?B.2C BD=R1367 58243G=yF=CE2 H&2gBD=$58296N&H&NB NZ@KD= 136N1:2C"9G=^24<y2C"962f963G=?U/=WV"N/cÇjN?P 58N$CE2a2&1B 7D`4=?3@= 24<2C"9@=^CE2`4`7@N<(X24<2C"9G= F=CE2aH&2fBD= 58296N&H&NB NZ@KD=^CE2T`N</CE7 Z:2X24<y1367 58243YB :Z-=?3X&H&7 z7DH&7 3 24B136NUB 245_=RH&2iH&7D=?Z<N-CE7DC 24<;CE:U136NUB 245_=C 7 </H&2P 124</H&7 24<-962C4XwX24<^CE24Z:</H&NYB :Z-=?3X4362H&:/`7 3(24B-<f@:582436N H&2 zW=?367D=?UB 2Ct<N?PJNU/CE2436zW=?UB 2CH&24BhCE7DC"96245_=c ')(*%(,+-).0/$13254687%692;: < /-).>= <$? 69=@ ? 1A.;B ? -). 6 <$CEDF< /).0/$1A. ? e.B1367 58243Y1/=CEN8CE243@=$H&7 z7DH&7 3Y24B(CE7DC"96245_=^24<RCE:U`N<&P V":<-96N-C$H&2y`N581N<24<-962C^~-:21:2H=?<SCE243$H&7D=?Z<N-C"P 967D`4=H&N-C^H&2_FN365_=+7 </H&24124</H&7 24<-962Xw|=C@K362H&:/`7 3^BD= `N581B 2"V"7DH=HkH&2+`(@N581:&96N/c.h=rH&7 z7DCE7@N<S24<\CE:U/CE7DC"P 96245_=Cg12436587 962_BD=y362CENB :/`7@N<r24<1/=?3G=?B 24B N+H&282C"96N-C 136NUB 245_=C4X&w362H&:/`2 24B2CE1/=`7 N_H&2gUf@:/C6~-:2H=c ¡ --¢ h!# HG § I ¨dªo¦±¥¦S³G¤W« )J /¤W´¦´/ªo¦d¨ LKMGNGPO - A< `N<WV":<-96N H&2À`N581N<24<-962C RQ 2CM:< `B :/C"P 96243X.CE7Y<N|2&7DC"962y<7 <Z:</=zW=?367D=?UB 2y<N|NU/CE2436zW=?UB 2 1243E9624<2`7 24<-962A=a:</=f362C"96367D`4`7@N<$H&2t:<_`N581N<24<-962 H&24B`B :/C"96243X-~-:2aCE2= `N5x@:<`N<_N?963G=g362C"96367D`4`7@N<_H&2 :<i`N581N<24<-962a~-:2Y2C"9@2tF:243G=TH&24B`B :/C"96243H&2a`N5$P 1N<24<-962C4cuaH&245\@=C4Xj1/=?3G=96N&H&N HQTSUVQ (XCE2rH&24U2 `:581B 7 3A~-:2 WQTS <N$2C:<+`B :/C"96243tH&2 `N581N<24<-962C4c hN&H=CjBD=CjzW=?367D=?UB 2C<N?PJNU/CE2436zW=?UB 2C.`N5^:<2Cj24<-96362 B N-CA`N581N<24<-962CAH&24Bh587DCE58N`B :/C"96243A1243E9624<2`24<b=?B `B :/C"96243Xj1N3_9G=?<-96N/X96N&H=C_BD=C`N<2&7 N<2C_`N<\B N-C `N581N<24<-962C~-:22C"9@=?<TF:243G=aH&24B&`B :/C"96243H&24U24<$2C"P 9G=?3 58N<7 96N367 s=H=C4cN3g2C"9G=i3G=?sh@N<(X:<|`B :/C"96243TH&2 `N581N<24<-962Cg2C"9@=+2962436</=?5824<-962$58N<7 96N367 s=H&N/Xw H&28=?h@K~-:2^BD=iH&2962`4`7@N<rH&2^F=?B B N-CfH&24<-9636NiH&24B`B :/C"P 962438CE2=+1N-CE7 UB 2iCE7 <BD=R7 <&FN365_=`7@N<;H&2N?9636N-CT`N5$P 1N<24<-962C8~-:2i<Nr1243E9624<24s`4=?<k=?Bt`B :/C"96243c.Çj:/=?<-96N 5\@=Cg12~-:2 X <N-CTCE2=?<rB N-C `B :/C"96243GC H&2`N581N<24<-962C4X 5_=wN3iCE243@=BD=362H&:/`4`7@N<I`N581:&9G=`7 N</=?B¸X.w-=~-:2 CE243@=A1N-CE7 UB 2tH&7 z7DH&7 324B136NUB 245_=Y24<^136NUB 245_=Ch5\@=C 12~-:2 X <N-C4cN3A2C"962$58N?967 zN/X=_963G=zj@2CAH&2$BD=iH&2/<7 P `7@N<;H&2i`B :/C"96243XhCE2NUB 7 Z-=R~-:224Bj`B :/C"96243T9624<Z-=+24B   "!$#&%(')+*-,(#'./%%0 5824<N3Y<f@:582436N8H&2 `N581N<24<-962C1N-CE7 UB 2ce.<|l  nCE2 H&29G=?B BD=^24B136N&`2CENT1/=?3G=T1N&H&243NU&9624<243t24B`N<WV":<-96N H&2T`B :/C"96243GCYH&2 :<RCE7DC"96245_=8H&2T`N581N<24<-962C4c  à  h e.<24B.CE7DC"96245_=+H&287 <-96243G`4=?5^U7D=H&N362CfH&2 `4=?B N3yCE2r1:2H&24<xNU&9624<243y`7 </`Nk`B :/C"96243GCiH&2`N5$P 1N<24<-962C |Ë ÇYÌ6ÌÎ-X Ë ÇYÌ"ÏÎ-X Ë ÇYÌ"Í?XÇÍdÌXÇÍ6Í?XRetÌX ejÍWÎ-X Ë ÇYÌoÐXAÇÍ6Ï?XAÇÍEÐXtejÑ?XtejÒWÎ-Xjw Ë ejÏWXte.Ð?Î-cejC"P 96N-CT`B :/C"96243GCg12436587 9624<1N&H&243 Z24<243G=?3gBD=RH&7D=?Z<N-CE7DC H&24BTCE7DC"96245_=k`N58N\`N5^U7 </=`7@N<H&2|BD=C+H&7D=?Z<N-CE7DC NU&9624<7DH=CY1/=?3G=$`4=H=8`B :/C"96243c e.Bh<f@:582436NH&2^H&7D=?Z<N-CE7DCt1N-CE7 UB 2CY1/=?3G=8:<bCE7DC"96245_= 2Ci7 <7D`7D=?B 5824<-962|Æ     l nJXtH&N</H&2 ´ 0G .¤W« )J 2Ci24B <f@:582436NH&2y`N581N<24<-962C^H&24BtCE7DC"96245_=cN3 9G=?<-96N/X BD=+`N581B 2"V"7DH=Hr`N581:&9G=`7 N</=?BH&24B136N&`2CENyH&28H&7 P =?Z<N-CE7DCf2C CE7 2458136285824<N3 1/=?3G=i24BjCE7DC"96245_=y2~-:7 z-P =?B 24<-962TH&7 z7DH&7DH&N824<R`B :/C"96243GC4X&H&24U7DH&N=$BD=$362H&:/`4`7@N< H&24Bh`N<WV":<-96NH&2g1N-CE7 UB 2CAH&7D=?Z<N-CE7DC4c e.<>24B8CE7DC"96245_=H&2S7 <-96243G`4=?5^U7D=H&N362CRH&2k`4=?B N3CE2 362H&:/`2;H&2kÆ Ì"Ñ Prp;=L¸Æ Ì PGpQ  $L¸Æ Ì PGpQ  $L¸Æ Ñ PGpQ  $L¸Æ Ñ P pQ  $L¸Æ Í PGpQ   }T1N-CE7 UB 2CYH&7D=?Z<N-CE7DC4c ')(  N(  )1A.0/T692;: < / -). B3.0= 7%692 < /). ? ? 2/  7 B 2 7  = . ? / <H<  ? .;B  7  = . ? e.<BD=i58296N&H&NB NZ@KD=H&28H&7D=?Z<N-CE7DCf~-:28136N1N<2458N-C CE2y136N&H&:/`7 3@=?<<:24zW=C^3624BD=`7 N<2C^CE7 <k`7 243E9G=CTzW=?367 P =?UB 2C4c_ejC"9G=CS3624BD=`7 N<2CS12436587 967 3@=?<(X8:/C6=?</H&N CEN?P BD=?5824<-962r:<x58N&H&24B N;NU/CE2436zW=`7 N</=?B¸XjCE:12436z7DC6=?324B `N581N3E9G=?587 24<-96N|wkH&2962`d9G=?3_B N-C8F=?B B N-C_H&2R:<ICE7DC"P 96245_=c-=?3G=A24B B NTCE2Y/=gH&7DCE2 X </=H&N BD=aF:</`7@N<  I /¦²W¬¨   ¦§ ¬³©¤W´¦d¨ L  avaQdc ¡ --¢kh!{ :</`7@N<  I /¦²W¬¨  ¦§ ¬³©¤W´¦d¨ L  avaQ  CE28H&2/<2_`N58Ni:</=F:</`7@N<|~-:2$362`7 U28H&N-Cg=?36Z:&P 5824<-96N-C4Xj:<x`N<WV":<-96N;H&2b362C"96367D`4`7 N<2C8wS:<x`N<&P V":<-96NbH&2_zW=?367D=?UB 2C  wbNU&967 24<2X(`:/=?</H&N+2Cg1N-CE7 UB 2X :< CE7DC"96245_=kH&2r<:24zW=Ci362C"96367D`4`7 N<2C12436NkCE7 <BD=C zW=?367D=?UB 2Ct7 </`B :7DH=CY24<R24Bh`N<WV":<-96N~-:2 B B 24Zj@N_`N58N CE24Z:</H&N_=?36Z:5824<-96N/c N32"V"24581B N  avTL Ë Po= 3 `?Xw-PJU ; HXF{P¸PJwÎ-X Ë X wÎWQ(Z24<&P 243G=iBD=i362C"96367D`4`7@N< Ë = 3 `  U ; HbPtF ) &Î_H&N</H&2$/=?< H&2C6=?1/=?362`7DH&NaBD=CzW=?367D=?UB 2C Ë Ît2 Ë wÎ-cWejC"9G=AF:</`7@N< 1:2H&2^CE243A7 581B 245824<-9G=H=_:/C6=?</H&NH&7 F243624<-962Ct9@2`<7 P `4=C4cYe.<x2C"962|`4=CENkCE2/=?<x2C6`NZ7DH&NSBD=CiU/=CE2CyH&2 f3  NU<243l  nJchh=CfU/=CE2CgH&2if3  NU<243 CEN<r24B.N367 Z24< H&2 5^:/`GN-CY=?B ZN367 9658N-CtH&2 5_=?<7 1:BD=`7@N<+CE7 5^UA@NB 7D`4= H&2j362C"96367D`4`7 N<2C1NB 7 <A@N587D`4=C4c ® 2963G=W9G=AH&2j:</=a`N5$P U7 </=`7@N<^H&2.BD=A24B 7 587 </=`7@N<TH&2tg=?:/C6C(wf24B=?B ZN367 9658N H&2Te.:/`B 7DH&2C4c ® 7.9624<2458N-C :<CE7DC"96245_=RH&2_362C"96367D`4`7 N<2C H&2_7 Z:/=?B P H=H  ÀX(24B=?B ZN367 9658N+H&2BD=CgU/=CE2CTH&2if3  NU<&P 243+136N&H&:/`2:<MCE7DC"96245_=;2~-:7 zW=?B 24<-962  XY`N< 24Bj587DCE58Nr`N<WV":<-96NbH&2iCENB :/`7 N<2C ~-:224BjN367 Z7 </=?B¸X 12436NCE7 < `7 243E9G=CzW=?367D=?UB 2C4cge.B=?B ZN367 9658N H&2\BD=C U/=CE2C.H&2ff3  NU<24312436587 962Y9G=?5^U7@24<$24B 7 587 </=?3.2`:/=WP `7 N<2Ca362H&:</H=?<-962C4ch=CAU/=CE2Ca12436587 9624<R963G=?U/=WVE=?3 C/@NB Ni`N<R362C"96367D`4`7 N<2CAH&2^7 Z:/=?BDH=Hyw+1NB 7 <A@N587D`4=C4c ® 7$BD=Cr362C"96367D`4`7 N<2CRH&24B8CE7DC"96245_=x<Nx12436587 9624<>24B :/CENrH&2BD=CTU/=CE2CTH&2+f3  NU<243X(BD=R7 581B 245824<-9G=`7@N< H&28BD=_F:</`7@N<  I /¦²W¬¨  ¦§ ¬³©¤W´¦d¨ H&24U243@KD=i`4=?5^U7D=?3 1/=?3G=r7 </`B :7 3_N?963G=C^9@2`<7D`4=C$H&2R`(@=?BD`:B N|CE7 5^UA@NB 7D`N/c N3f2"V"24581B N/X1/=?3G=1N&H&243f:&967 B 7 s=?3g362C"96367D`4`7 N<2CaH&2 H&2CE7 Z:/=?BDH=HSCE2+1:2H&2+:&967 B 7 s=?3_BD=H&2C6`N581N-CE7D`7@N< `7 BJ@K </H&367D`4=xl pdnJXw\24</`N<-963G=?3i=C@KAB N-CzW=?B N362CH&2rBD=C zW=?367D=?UB 2Ct24<iF:</`7@N<RH&2 N?963G=CzW=?367D=?UB 2C4c ')( ! N(  )1A.0/T692;: < /R-).E= <$? / < - <$? -).687 #" -)7E69=@ ? 1A.;B e.< 2C"962963G=?U/=WV"N CE:1N</H&362458N-C\CE7DC"96245_=CS24< B N-C `:/=?B 2C `4=H= `N581N<24<-962967 24<2 =CEN&`7D=H&N :</= @:<7D`4=b362C"96367D`4`7@N<(c ® 7jF:243G=b<2`2C6=?367 Nr=?1B 7D`4=?3^2C"9G= 58296N&H&NB NZ@KD==S`N581N<24<-962Cy`N< ´ 362C"96367D`4`7 N<2C =CEN&`7D=H=CYLH&N</H&2 ´ %$ pQdXCE2AH&24U243@KD=gH&2C6`N581N<243 `4=H=b`N581N<24<-962 & ;24< ´ `N581N<24<-962CTz7 3E96:/=?B 2C & ÊEX`4=H=$:<N`N<y:</=$362C"96367D`4`7@N<y=CEN&`7D=H=c h= =?136N&7 5_=`7@N< ~-:2À1362CE24<-9G=?58N-CNU&967 24<2À24B 5824<N3g<f@:582436N+H&2_`N<WV":<-96N-CgH&28362C"96367D`4`7 N<2Ca~-:2 12436587 9624<H&2962`d9G=?3A96N&H&N-CaB N-CA1N-CE7 UB 2CAF=?B B N-CaH&2^:< CE7DC"96245_=cuA<-962CH&2tCE24Z:7 3X4362CE:B 9G=?< <2`2C6=?367D=C(=?B Z:&P </=CAH&2/<7D`7 N<2Ct1/=?3G=^1N&H&243a`BD=?367 `4=?3tBD=^FN365_=$24< ~-:2TCE2gZ24<243G=?<y2C"96N-Ct`N<WV":<-96N-CYH&2 362C"96367D`4`7 N<2C  ¡ --¢h!D, (' ¬W±d©¬°§ ¦ J ±6¦d¨4³©{´¥W©°§ ¦ A</=yzW=?367 P =?UB 2<NkNU/CE2436zW=?UB 2 ² Ê$2Cy1362C6`7 </H&7 UB 2CE7g2&7DC"9624< C/@NB N|H&N-C8`N581N<24<-962C & Êaw )& dÓ+~-:2y7 </`B :w24<k2C"9G= zW=?367D=?UB 2g24<RCE:/Ct362C"96367D`4`7 N<2Ct=CEN&`7D=H=C4c e.<\24BaCE7DC"96245_=1NB wUNS29624</H&7DH&N;H&2RBD=r/Z:3G=kp 2&7DC"9624<RzW=?367D=CtzW=?367D=?UB 2Ct1362C6`7 </H&7 UB 2C4X1N3A2"V"24581&P B N_BD=CtzW=?367D=?UB 2C *&  ,+ w &  - bCEN<y1362C6`7 </H&7 UB 2C4c ¡ --¢Mh!   ¤¥¤b¥¦³G¤W« )J /¤W´¦´/ªo¦d¨ A<|`N5$P 1N<24<-962y2C$:<S<N&H&NH&2+`N581N<24<-962C$CE7t<7 <Z:</= H&2|CE:/CzW=?367D=?UB 2C<NSNU/CE2436zW=?UB 2C2C1362C6`7 </H&7 UB 2c [aN-C$`N581N<24<-962C4X(N/Xh:<S`N581N<24<-962w:<;<N&H&N H&2g`N581N<24<-962C4X-1243E9624<2`24<y=T:<i587DCE58N^<N&H&N$H&2 `N581N<24<-962CyCE7a967 24<24<x24<`N5x@:<=?Bf5824<N-C:</= zW=?367D=?UB 2g1362C6`7 </H&7 UB 2c e.B(CE7 Z:7 24<-962 =?B ZN367 9658N+L{/Z:3G=8ÆQj12436587 962 NU&9624<243 24Bh`N<WV":<-96N_H&2 <N&H&N-CY=CEN&`7D=H&N8=$:<R`B :/C"96243c i/WÃ;h e.B=?B ZN367 9658NY362`NZ2gX424B-`N<WV":<-96NAH&2  "!$#&%(')+*-,(#'./%%0      !"$#&%(' )+*,.-/ 013254687:9;5<9=6:=>1?6:0@2"0A9>7:/ 249082B 2C2D?/ 2"EB 65F GGHI0A/:J9=K46LB 90@=9 490 M8N(,.-/ 013246L7:9;5<9=6:=>1?6:0@46:B=9 49PO Q5R TS KU )(VXWY)ZQ5R  \[ )(V [ ,^] _ N(,.-/ 013246LC2D?/ 2"EB 6:0@<D?6:0A7:/ =`4/ EB 6:0a46:B=9 49PO bc)(V,edM8NAf Mhgibj/lkm GGna6:=6D32"7:/:J9=o4681?9 490@B 90p=9 490@/ =/ 7:/ 2"B 6:0 M8N+,.M8N+qjMhg r ` ` R\s\Wut M^,vM^wxMhg M8N(,ed:si _ N+, _ N+q _ gqydz`i { r ` ` Rr ` ` RY)|5Wu)ZQ5R   MhgWY)| GGx}861?6:7:7:/:J9=~46LB 90p7:9;5<9=6:=>1?6:0h2"0A9>7:/ 2490 )|x,.)|xwxMhg GG2I=`2C2D?/ 2"EB 6 )|x,.)|xwxMhg r ` ` RYM8NWuM  r$ M8NhWY)|x r ` ` RYC2DVX=9=aE0A(2D M8N )|,.)|xqjM8N )(V,^)(VqZdM8Ni {{ r { r ` ` R { r ` ` R { r ` ` R { Q5R TS  7 Z:3G=8Æ  uAB ZN367 9658N$1/=?3G=$BD=8H&2962`4`7@N<+H&2 B N-Ct<N&H&N-CYH&2 :<R`B :/C"96243AH&2 `N581N<24<-962C `N581N<24<-962CtH&2f:<y`B :/C"96243XwH&24z:24B z2  TX&BD=TB 7DC"9G= H&2_<N&H&N-C4X(w ® X(BD=+B 7DC"9G=+H&2_zW=?367D=?UB 2Cg1362C6`7 </H&7 UB 2C H&2 `4=H=T<N&H&N/cÇjN587 24<s=^`362=?</H&N ´ <N&H&N-C4XH&N</H&2 ´ 2CT24Bj<f@:582436NrH&2y`N581N<24<-962CTH&24Bt`B :/C"96243chN?P H&N-C82C"96N-C^<N&H&N-C8`N587 24<s=?<;9624<7 24</H&N|:<\`N581N?P <24<-962c  b=C9G=?3GH&2X`4=H=gB 7DC"9G= e a f=?B 5_=`24</=?3@=a96N&H&N-C B N-Cg<N&H&N-Cg~-:2^967 24<24<:</=y362C"96367D`4`7@N<r~-:287 </`B :w-= BD=|zW=?367D=?UB 2y<NNU/CE2436zW=?UB 2 c Wcjh=F:</`7@N<\=?:&&7 B 7D=?3 ´¤W´ + A°d¨ ' ¬W± H&24z:24B z2^24B`N<WV":<-96N+H&2$zW=?367D=?UB 2Ca<N NU/CE2436zW=?UB 2CYH&2g:<R`N<WV":<-96N_H&2T`N581N<24<-962C4c h=C zW=?367D=?UB 2Cf1362C6`7 </H&7 UB 2C CEN<H&2962`d9G=H=C `:/=?<&P H&N_:</=_H&2gBD=CYB 7DC"9G=CYe a iL=CEN&`7D=H=$=8BD=$zW=?367D=?UB 2  Q 7 </`B :w2_C/@NB N+H&N-Cg<N&H&N-C4cejCf2C"962_`4=CEN/XB N-CgH&N-Cg<N?P H&N-C4X  aÊfw  tÓX.CEN<;F:/CE7 N</=H&N-C^24<k:< @:<7D`N|<N&H&N  aÊEcT@NZ7D`4=?5824<-962TBD=CAB 7DC"9G=C ® Êjw ® Ó$CE243@=?<y9G=?5^U7@24< F:/CE7 N</=H=C4ce.B362CE:B 9G=H&NaH&2BD=AF:/CE7@N<^CE243@=A:</=AB 7DC"9G= ® Êj~-:2 7 </`N361N3G=?3@=TBD=CYzW=?367D=?UB 2Ct1362C6`7 </H&7 UB 2CAH&24B <N&H&N/XW7 </`B :w24</H&NfBD=azW=?367D=?UB 2 L Wc?[a2CE1:t@2CCE243@=a<2`2P C6=?367 N_=`d96:/=?B 7 s=?396N&H&N-CYB N-Ct24B 245824<-96N-CYH&2T`4=H=$B 7DC"9G= e a WX1/=?3G=f1N&H&243jZ-=?3G=?<-967 s=?3~-:2A24B/<N&H&N  aÊh=?1/=?362`2 24<y96N&H&N-CtB N-Ct24B 245824<-96N-CtH&2 BD=$B 7DC"9G=8e a A24<+B :Z-=?3YH&24B <N&H&N_24B 7 587 </=H&N  tÓc uA1B 7D`4=?</H&N\BD=SF:</`7@N<  I /¦²W¬¨  ¦§ ¬³©¤W´¦d¨ =?BT`N<&P V":<-96NH&2362C"96367D`4`7 N<2C =CEN&`7D=H=Cg=b`4=H=+<N&H&N/XCE2 1N&H&3@= NU&9624<243.:<_<:24zNT`N<WV":<-96N^H&2A362C"96367D`4`7 N<2C CE7 < BD=C\zW=?367D=?UB 2C\1362C6`7 </H&7 UB 2C4c[a22C"9G=¯FN365_= CE243@=i1N-CE7 UB 2$24B 7 587 </=?3f96N&H=CaBD=CfzW=?367D=?UB 2Ca1362C6`7 <&P H&7 UB 2C4XWw 1N39G=?<-96Nf24B&CE7DC"96245_=aNU&9624<7DH&NgCE243@=A5824<N-C `N581B 2"V"N 24<`:/=?<-96N =?B<f@:582436NTH&2YzW=?367D=?UB 2C<N NU&P CE2436zW=?UB 2C4c =?3G=$NU&9624<243aBD=H&7D=?Z<N-CE7DCYH&2T:<rCE7DC"96245_=X<:2C"963G= 58296N&H&NB NZ@KD= <2`2CE7 9G=^NU&9624<243Y`N<WV":<-96N-CtH&2g<N&H&N-C ~-:2j`N<-9624<Z-=?< CE7DC"96245_=C(CENU362PoH&2962436587 </=H&N-CH&2.362P C"96367D`4`7 N<2C4X(~-:2_1N-CE7 U7 B 7 9624<BD=RH&2962`4`7@N<H&28F=?B B N-C 24<yB N-CY`B :/C"96243GC4c&uA<-962CYH&2 CE24Z:7 3Y=zW=?<s=?</H&N^zW=?58N-C =_H&2/<7 3Y24Bh`N</`241&96N_H&2 `N<-96296N/c ¡ --¢Rh! l G .¤W´/ªo¦ & ªo¤& ejC(:</=Y`NB 2`4`7@N< H&2.<N?P H&N-CH&24B/CE7DC"96245_=fH&2A`N581N<24<-962C4cWh=C362C"96367D`4`7 N<2C H&2:<`N<-96296NRCE2`N36362CE1N</H&24<`N<|BD=y:<7@N<H&2 BD=Ch362C"96367D`4`7 N<2C(=CEN&`7D=H=C=a`4=H=t:<NfH&2jB N-C(<N&H&N-C H&24Bh`N<-96296N/c h=C362C"96367D`4`7 N<2C=CEN&`7D=H=C=t2C"96N-C(`N<-96296N-CCE243@=?< 963G=W9G=H=C;1/=?3G=NU&9624<243S<:24zW=CS362C"96367D`4`7 N<2C;CE7 < zW=?367D=?UB 2Ci<NkNU/CE2436zW=?UB 2Cy~-:212436587 9G=?< H&2962`d9G=?3 `N<&È/7D`d96N-C24<x:<x`B :/C"96243ce.Ba<f@:582436NSH&2r1N-CE7 UB 2C `N<-96296N-C4X424< 24B124N3H&2jB N-C(`4=CEN-C4X2CÆ  P pXH&N</H&2 ´ 2C_24Ba<f@:582436N;H&2R<N&H&N-CH&24BfCE7DC"96245_=cj(N-C`N<&P 96296N-C8CE2y`N</C"9636:w24<;U/=C/@=?</H&N-CE224<SB N-C^<N&H&N-C$H&2 `N581N<24<-962CA24<bB :Z-=?3aH&2T:/C6=?3aCE7 581B 245824<-962$`N5$P Çj:/=H&36N+p   AN&H&N-Ct1/=?3G=$24B(CE7DC"96245_=$1NB wUNi29624</H&7DH&N  AN&H&N-C ÇjN581N<24<-962C vY2C"96367D`4`7 N<2C  .=?3cH&7DCE124</C6=?UB 2C  .=?3c&<N_NU/C4c  gÌ  bÒ  c 4uAÐuaÒ  ; V  M< ; N$Pj3    Ë   X-ppXpÆÎ Ë   Î  aÍ  bÑ Z  7P  Ë Î Ë   Î  aÏ  Ì  c 4ugÌuaÑ = 3 `   8 5µPj1 % -Æ Ë pX-}Xq&Î Ë -ÆÎ  AÐ  bÍ U ; HiP.-Æ Ë Î Ë -ÆÎ  aÑ  bÏ  RÐ  c uaÍ4uaÏ ~_PaL{F      Q  DL{-Æ  `  2Q Ë   X-?m/XX-p&Î Ë -Æ&X-  Î 0  "!$#&%(')+*-,(#'./%%0 N4N3 N1 N2 N5 X05 X02 M1A1 x01 M7 A5 x07 x08 M6 A4 x06 M8 A8 x12 x11 M3 A2 x03 M4A3 x04 M x09 x10 M2 M5 9 N4N3 N1 N2 N5 X05 X02 M1A1 x01 M7 A5 x07 x08 M6 A4 x06 M8 A8 x12 x11 M3 A2 x03 M4A3 x04 M x09 x10 M2 M5 9 7 Z:3G=    AN&H&N-CYH&24BhCE7DC"96245_=$1NB wUNi29624</H&7DH&N 1N<24<-962C4X/w-=_~-:2 2CA7 581N-CE7 UB 2 Z24<243G=?3Y<:24zW=CY362P C"96367D`4`7 N<2C :/C6=?</H&NbCENBD=?5824<-9628:<;CE:U`N<WV":<-96NrH&2 `N581N<24<-962Cy1243E9624<2`7 24<-962C+=S:< <N&H&N/Xtw-=S~-:2 CE243@=;7 581N-CE7 UB 2|CE:/C"967 96:7 3R=?B Z:</=SH&2BD=CyzW=?367D=?UB 2C 1362C6`7 </H&7 UB 2CAH&24B<N&H&NH&2 `N581N<24<-962C4c ® 7Y:<k`N<WV":<-96N  <N|`N<-967 24<296N&H&N-C$B N-C$`N581N?P <24<-962CfH&2T:<R<N&H&N  TX24<-96N</`2CY2&7DC"967 3@=8:</=_zW=?367 P =?UB 2S1362C6`7 </H&7 UB 2 ² ~-:2S<NI9624</H&3@=x1/=?362"VE=xH&24<&P 9636NRH&24B.`N<WV":<-96N  ^Xw-=y~-:2_C/@NB N+=?1/=?362`243@=_24<:< `N581N<24<-962gH&24B`N<WV":<-96N  tc&h=Cj362C"96367D`4`7 N<2CjH&24B `N<WV":<-96N  ~-:2b136NWz7 24<24<xH&24Ba<N&H&N ) <NS1243EP 587 9624<xZ24<243G=?38<:24zW=C_362C"96367D`4`7 N<2C_CE7 <IzW=?367D=?UB 2C <N NU/CE2436zW=?UB 2C4cWN3h9G=?<-96N/XW<NTCE243@=a1N-CE7 UB 2tZ24<243G=?3 <:24zW=C(362C"96367D`4`7 N<2C:/C6=?</H&Nt96N&H=C(BD=C362C"96367D`4`7 N<2C H&24Bh`N<WV":<-96N  ^X&w-=$~-:2g1/=?3E962 H&2gB N-CY`N581N<24<-962C ~-:2$FN365_=i24B<N&H&N  TX<N+1243E9624<2`24<|=?B.`N<WV":<-96N  ^cN3f9G=?<-96N/X(1N3T3G=?s4N<2C H&2_2`7 24</`7D=X(B N-CT`N<&P 96296N-CjCE2aH&24U24<Z24<243G=?3.= 1/=?3E967 3jH&2a<N&H&N-Cw$<N^H&2 `N581N<24<-962C4c  à  Â h=/Z:3G=  ;5^:2C"963G=;BD=kH&7 z7DCE7@N<H&24B 1NB wUN+29624</H&7DH&N24<b<N&H&N-C4ch=$9G=?UBD=RpT5^:2C"963G= BD=yB 7DC"9G=yH&28<N&H&N-CgH&24B.CE7DC"96245_=i1NB wUNb29624</H&7DH&N/c e.Bj<f@:582436NbH&2_zW=?367D=?UB 2Cg<NbNU/CE2436zW=?UB 2C CE2_/=+362P H&:/`7DH&NTH&2 pÆf= Æ&ce.<$BD=f9G=?UBD= Æg=?1/=?362`24<^B N-C362CE:B P 9G=H&N-Cf~-:2$CE2^/=?<bNU&9624<7DH&Ni1/=?3G=_B N-CfH&N-CA2"V"24581B N-C 136N1:2C"96N-C4ce.<RH&7D`G/=$9G=?UBD=XBD=CAH&7 F243624<-962CA`NB :5$P </=Cy967 24<24<M24BTCE7 Z:7 24<-962CE7 Z<7 `4=H&N/cYh=\`NB :58</=  ¤¥¤¨ 5^:2C"963G=BD=;CE:5_=SH&2b96N&H&N-CB N-C<N&H&N-C7 <&P `B :7DH&N-C24<$24B`B :/C"96243.H&24BCE7DC"96245_=cWh=g`NB :58</= ' ¬W±G¨ 5^:2C"963G=a24B&<f@:582436Nf7 <7D`7D=?Bw /</=?BLH&2CE1:t@2CH&24B&1362P 963G=W9G=?587 24<-96Nb2C"9636:/`d96:3G=?B{QgH&2zW=?367D=?UB 2C <NbNU/CE2436z-P =?UB 2C4ch=i`NB :58</= G ª & ¨ 5^:2C"963G=24B<f@:582436N_96N?9G=?B H&2b1N-CE7 UB 2C_`N<-96296N-C81/=?3G=24BaCE7DC"96245_=|`N<\NCE7 < =?<A@=?B 7DCE7DCj2C"9636:/`d96:3G=?B¸ch=^`NB :58</= Q ©¦« )J /¤ 5^:2C"963G= 24B?967 24581Na<2`2C6=?367 Nt1/=?3G=t136N&`2C6=?3B N-C1N-CE7 UB 2Ch`N<&P 96296N-C^CE7CE2CE:1N<2i~-:224B.967 24581Nb1/=?3G=+136N&`2C6=?3 `4=H=8`N<-96296N82CYH&2_pg587 B 7DCE24Z:</H&N/c  _ t ) .¼¾4+ AY$  R ¿     R Y$$  ^ e.< BD=\`N5^:<7DH=H [Y]^XABD=\H&7D=?Z<N-CE7DCyH&24B^CE7DC"96245_= CE2iNU&967 24<2i=+963G=zj@2C H&2BD=bH&2962`4`7@N<;H&2y`N<&È/7D`d96N-C 24<\24BA58N&H&24B N|2CE12`7 `4=H&N/c.(N-C$5S@296N&H&N-C8H&2R1362P `N5817 BD=`7@N<:/C6=?<BD=kH&2C6`367 1`7@N<2C"9636:/`d96:3G=?B H&24B CE7DC"96245_=k1/=?3G=SH&2962`d9G=?3R`N<&È/7D`d96N-CiF:243G=kH&2BJ@K <2=c N3a2"V"24581B N/X24B963G=?U/=WV"Nrl p  n136N1N<2^24B`N</`241&96N H&2bB N-CN-CE7 UB 2CyÇjN<&È/7D`d96N-C`N58N|9@2`<7D`4=|H&2b1362P `N5817 BD=`7@N<(cgÇ=H=\N-CE7 UB 2SÇjN<&È/7D`d96NI36241362CE24<-9G= :<CE:U/CE7DC"96245_=RH&28362C"96367D`4`7 N<2Cg`4=?1/=?s_H&2_=?B 5_=`2P </=?3fBD=_5R@K <7 5_=_7 <&FN365_=`7@N<R1/=?3G=8NU&9624<243f:<r`N<&P Çj:/=H&36NÆ   R2"V"N3G=CNU&9624<7DH=CY:/C6=?</H&N$24B(1362963G=W9G=?587 24<-96N$2C"9636:/`d96:3G=?B24<yB N-Ct2"V"24581B N-C ® 7 <+1362963G=W9G=?587 24<-96N ÇjN<y1362963G=W9G=?587 24<-96N eV"24581B N ÇjB :/C"96243GC  AN&H&N-C  .=?3GC4c Ç.9EC4c t7 24581N  .=?3GC4c Ç.9EC4c t7 24581N dcÇ=?B N3  p4m Æ  Æ ÌoÐ PGp p  8CE24Z:</H&N-C  p4m p4m8587 B 7DCE24Z:</H&N-C NB wUN p  pÆ Æ Ì"Ñ PGp  -Æ$CE24Z:</H&N-C Æ  p  pg587 B 7DCE24Z:</H&N-C  "!$#&%(')+*-,(#'./%%0   Çj:/=H&36N   ÇuavAÇCtNU&9624<7DH=CAH&24B(CE7DC"96245_=$1NB wUNi29624</H&7DH&N o</H&2 ÇjN<-9629 ÇuavAÇ p  gÌ , aÍ  ; V  M< ; N$Pj3  MZ  7 Æ  aÏ  AÐ = 3 `   8 5ÀP.1 % MU ; H   gÌ , aÏ  aÑ ~_PaL{F  +P. ; VPj< ; N  M3dQ  DL{Po= 3 `aP p 8 5  1  >`  2Q m  gÌ , AÐ  aÑ ~_PaL{F  +P. ; VPj< ; N  M3dQ  DLU ; H % `  2Q   aÍ  aÏ  aÑ ~_PaL{F    MZ  7{Q  DL{Po= 3 `aP p 8 5  1  >`  2Q   aÍ  AÐ  aÑ ~_PaL{F    MZ  7{Q  DLU ; H  >`  2Q È/7D`d96N 24<824B58N&H&24B N H&24B/CE7DC"96245_=ce.<$BD=g58296N&H&NB NZ@KD= H&2[adXhBD=y362H&:</H=?</`7D=+=?</=?BJ@K 967D`4=y=i963G=zj@2CfH&2_BD=C 3624BD=`7 N<2C_LuavAvACGQl pqnJXhCE2_1:2H&2`N</CE7DH&243G=?3a9G=?5$P U7@24<+`N58N8:</=$9@2`<7D`4=$H&2 1362Po`N5817 BD=`7@N<(c h= 58296N&H&NB NZ@KD=g~-:2a136N1N<2458N-C12436587 962aNU&9624<243 24B`N<WV":<-96Ni5R@K <7 58NiH&2^`N<-96296N-CA<2`2C6=?367 N-Ct1/=?3G= H&2962`d9G=?3^:<F=?B B Nb24<;:<;`B :/C"96243$H&2y`N581N<24<-962C4c e.BNU&V"2967 zNrH&2i587 <7 5_=?B 7DH=H;<Nb2C"9@=bZ-=?3G=?<-967 s=H&N 24<BD=gNU&9624</`7@N<H&2ABD=CjuavAvACj`:/=?</H&N /=?UBD=?58N-C.H&2 BD=+58296N&H&NB NZ@KD=y[adXh12436NRC@K2C"9@=+Z-=?3G=?<-967 s=H&Ni24< 2C"962Y963G=?U/=WV"Ng1/=?3G=gBD=gNU&9624</`7@N<_H&2ABD=C362C"96367D`4`7 N<2C 967 1NbÇuavAÇace.<b24B963G=?U/=WV"Nbl p  nB N-CaN-CE7 UB 2CgÇjN<&P È/7D`d96N-CtCEN<_NU&9624<7DH&N-CH&7 362`d9G=?5824<-962a:/C6=?</H&NTZ36:1N-C H&2_`N581N<24<-962C4X24<<:2C"963G=i=?136N&7 5_=`7@N<bCE28:/C"P =?3@=?<$<N&H&N-C24<8B :Z-=?3.H&2A`N581N<24<-962C4X?1N39G=?<-96Ng24B <f@:582436NRH&281N-CE7 UB 2CgCE7DC"96245_=C CENU362PoH&2962436587 </=H&N-C CE2 362H&:/`2 H&2TÆ  4XH&N</H&2 ³ 2Ct24B(<f@:582436N8H&2T`N581N?P <24<-962C4X/=_Æ  X/H&N</H&2 ´ 2Ct24B(<f@:582436N_H&2g<N&H&N-C4c e.BCE7 Z:7 24<-962 1/=CEN824<RBD=858296N&H&NB NZ@KD=^136N1:2C"9G=82C BD=fZ24<243G=`7@N<$H&2t:</=g362H^H&2A`N<-96296N-C4XWH&2A=`:243GH&N =iBD=FN365_=iu  ® l qWnJcejC"9G=362HR12436587 967 3@=iNU&9624<243 96N&H&N-CB N-C.`N<-96296N-C3624B 24zW=?<-962C24<_24B136N&`2CEN H&2AH&7 P =?Z<N-CE7DC4cuA<-962C^H&2yCE24Z:7 3XCEN<<2`2C6=?367D=CT=?B Z:</=C H&2/<7D`7 N<2C  ¡ --¢  !#  ¦G¥+¥¦i³G¤W´/ªo¦ & ªo¤¨® 243@=:<rZ3G=WFN H&7 367 Z7DH&NFN365_=H&N|1N3896N&H&N-C8B N-C_`N<-96296N-C8H&2R:< CE7DC"96245_=582H&7D=?<-962+BD=bFN365_=|u  ® 136N1:2C"9G=r24< l qWnJc ¡ --¢  !{ RG .¤W´/ªo¦ & ªo¤M¦d¨dª¸± I /³ª I &±6¬W§oT® 243@=:< `N<-96296NH&N</H&2g96N&H&N-CYB N-CY<N&H&N-CtFN365_=?<+:<¯@:<7D`N Z3G=WFN8`N<2&N/c&h=TF:</`7@N<+~-:2 CE2g:/C6=?3@=T1/=?3G=$C6=?U243 CE7:<^`N<-96296Na2Ch2C"9636:/`d96:3G=?B-CE2jB BD=?5_= ©D¨  ª¸± I /³ª I &±6¬W§ X 96N5_=f:<_`N<-96296NTÇ|w^H&24z:24B z224BzW=?B N3z243GH=H&2436N CE7(2Ct:<R`N<-96296N82C"9636:/`d96:3G=?B¸c ¡ --¢  !D, G .¤W´/ªo¦ & ªo¤y³G¤W« )J § ¦ªo¤i«$©{´/©{«_¬W§o A< `N<-96296Nr2C"9636:/`d96:3G=?BYǯ2C^:<S`N<-96296N`N581B 296N 587 <7 5_=?BCE7(24Bh`N<WV":<-96N_H&2 362C"96367D`4`7 N<2CtH&2 B N-CY<N?P H&N-Cy~-:2bFN365_=?<x24Bg`N<-96296N;FN365_=?<I:< CE7DC"96245_= CENU362PoH&2962436587 </=H&N/XwX?CE7&2C1N-CE7 UB 2tZ24<243G=?3<:24zW=C 362C"96367D`4`7 N<2CfCE7 <zW=?367D=?UB 2Ca<NyNU/CE2436zW=?UB 2Ca:/C6=?</H&N 24B`N<WV":<-96N^H&2a362C"96367D`4`7 N<2C.H&24B`N<-96296N/c-A<i`N<&P 96296NI`N581B 296N\2C+587 <7 5_=?BTCE7 <Nk2&7DC"962|<7 <Zt@:< `N<-96296NTÇ  AU \Ç9G=?B&~-:2aÇ  \CE2=a:<8`N<-96296Ng`N5$P 1B 296N/c ® 2=$Ç:<`N<-96296NT`N581B 296N 587 <7 5_=?B/w$CE2=^Ç  a:< `N<-96296N+9G=?B~-:2+Ç U Ç  X(96N&H=C BD=C 362C"96367D`4`7 N<2C CE7 <zW=?367D=?UB 2C<NTNU/CE2436zW=?UB 2C.~-:2aCE2A1:2H&24<NU&9624<&P 243y`N<Ç  jw-=/=?U3@=?<\CE7DH&N;Z24<243G=H=C8:/C6=?</H&N:< `N<-96296N+~-:2$`N<-9624<Z-=5824<N-Cf<N&H&N-Cf~-:2Ç  cN3 9G=?<-96N/XCE7:<S`N<-96296Nǯ2C^`N581B 296Nrw|587 <7 5_=?B¸X <NyCE243@=8<2`2C6=?367 N8136N&`2C6=?3AB N-Ca`N<-96296N-CfÇ  A9G=?B 2C ~-:28Ç U >Ç  X/w-=8~-:2T<N_2CA1N-CE7 UB 2 Z24<243G=?3Y<:24zW=C 362C"96367D`4`7 N<2C^3624B 24zW=?<-962C^1/=?3G=R24BY136N&`2CENrH&2+H&7D=?Z?P <N-CE7DC4c e.BT=?B ZN367 9658N\~-:2|Z24<243G=;B N-CR`N<-96296N-C+H&2`4=H= `B :/C"96243A967 24<2 ´ 29G=?1/=C  1367 582436N8B N-Ca`N<-96296N-CA`N< C/@NB N\:<M`N581N<24<-962CRCEN<136N&`2C6=H&N-C4XB :24ZN\B N-C `N<-96296N-Ci`N<Æ<N&H&N-C4Xjw\=C@KA/=C"9G=B B 24Z-=?3y=B N-C `N<-96296N-C$`N< ´ <N&H&N-C4ch=+F:</`7@N<  I /¦²W¬¨  ¦§ ¬  ³©¤W´¦d¨ CE2:/C6=bC/@NB NR24<;=~-:24B B N-CT`N<-96296N-CT~-:2362P CE:B 9G=?< CE243+`N<-96296N-Ci2C"9636:/`d96:3G=?B 2C4cAÇj:/=?</H&NS:</= `N<-96296NI`N581B 296N\w587 <7 5_=?B 2CbH&2962`d9G=H&N/XYBD=C <:24zW=CT362C"96367D`4`7 N<2CTCE7 <zW=?367D=?UB 2C <NbNU/CE2436zW=?UB 2C CE2b=?B 5_=`24</=?<(XwS<7 <Zt@:<I`N<-96296NSÇ  X9G=?Ba~-:2Ç U ÀÇ  X(CE243@=y136N&`2C6=H&N/cejC"9G=Cf<:24zW=Cg362C"96367D`4`7 N<2C CE2fB BD=?5_=?3@=?<_362C"96367D`4`7 N<2CjH&2g`N<-96296N-Cj`N<i362H&:<&P H=?</`7D=a=?</=?BJ@K 967D`4= LJÇjN<-9629uA</=?B w-967D`4=?B-vY2H&:</H=?</`w ÇjN</C"963G=?7 <-9dQdc ¡ --¢  !   ¦d¨dª¸±d©³G³©  ¤W´¥¦b³G¤W´/ªo¦ & ªo¤|³G¤W´\±6¦  ¥ I &´¥¬W´³©¬¬W´¬W§   ª¸©³G¬ KMG   GPO -f® 243@=S:</=\362C"96367D`dP `7@N<NU&9624<7DH=bH&2_:<S`N<-96296Nb`N581B 296NR587 <7 5_=?B H&2a9G=?B/FN365_=^~-:2fC/@NB N^=?1/=?3624s`4=?<_zW=?367D=?UB 2C.NU/CE2436z-P =?UB 2C4c  à  h e.<RBD=89G=?UBD=  CE2^5^:2C"963G=?<+BD=CgÇuavAÇC NU&9624<7DH=C1/=?3G=gCE7DC"96245_=f1NB wUNT29624</H&7DH&N/ce.BCE7DC"P 96245_=i7 </`B :w2^C/@NB N:<`B :/C"96243fH&2yp  _`N581N<24<-962C4c aC6=?</H&Nr24Bj1362963G=W9G=?587 24<-96NR2C"9636:/`d96:3G=?Bj24B<f@:582436N H&2f1N-CE7 UB 2Ct`N<-96296N-CjCE2f362H&:/`2fH&2 Æ Ì"Ñ  pf=$Æ Ñ  pX w-=|~-:2R`N58N|=?1/=?362`2y24<\BD=b9G=?UBD=kpRC/@NB N2&7DC"9624<  ^<N&H&N-C4cuA1B 7D`4=?</H&N8BD=Ct3624ZBD=Cj136N1:2C"9G=C4X&C/@NB Nyp4m `N<-96296N-C(H&2.B N-C # pAL¸Æ Ñ  pQ1N-CE7 UB 2ChCEN<gZ24<243G=H&N-C4X    "!$#&%(')+*-,(#'./%%0 X02 N3N4X02 N5N4 X02 N5N3 X05 N1N2X05 N2N5 X05 N1N5 X05 N1X05 N2X02 N3X02 N4 X05 N5X02 X02 X02 X05 X05 X05 N1N5X02 N4X05 N1N5X02 N3X05 N2N5X02 N3X05 N2N5X02 N4 X02 N3N4X02 N5N4 X02 N5N3 X05 N1N2X05 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2&N<243G=`7@N<Sl  nJX2CgH&2`7 3XH=H&Ny:<58N&H&24B NyNU/CE243EP zW=`7 N</=?B¸X.`4=H=`N581N<24<-962R~-:2yFN365_=r1/=?3E962RH&24B  "!$#&%(')+*-,(#'./%%0   Çj:/=H&36N$m   b=W96367 s H&2f/365_=CYH&24BhCE7DC"96245_=$1NB wUNi29624</H&7DH&N ÇuavAÇ  .Ì Í Ï Ð Ñ .Ì"Í .Ì"Ï .ÌoÐ .Ì"Ñ Í6Ï ÍEÐ Í6Ñ ÏEÐ Ï6Ñ ÐGÑ   p  p p    p p p p p p p    p Æ    p p   p p  p p  p p p p   p  p  p p p p p p  p p p p p m  p   p p p p p p  p p p p p p    p p  p p p  p p p p p p p p    p  p p p  p p p p p p p p p   U Ë .Ì"Í6Ï?X/.Ì"ÍEÐ-X/.Ì"ÏEÐX/.Ì"Ï6ÑX.ÌoÐGÑX/Í6ÏEÐX/Í6Ï6ÑXÍEÐGÑ?Î  .Ì Í Ï Ð Ñ .Ì"Í .Ì"Ï .ÌoÐ .Ì"Ñ Í6Ï ÍEÐ Í6Ñ ÏEÐ Ï6Ñ ÐGÑ    fÇ p p p p p p p p p  p p  p     b[      p p       p     .=?B N362CtH&2 5 fÇ\w  b[1/=?3G=^BD=^/365_=8H&2gF=?B B N ! ®  µl XXpX(pXpXpn  CEN1N3E962H&2:</=\362C"96367D`4`7@N<ÇuavAÇ C6=W967DC"F2`G/=\CE2 `N</CE7DH&243G=;~-:2RF:</`7 N</=S`N36362`d9G=?5824<-962X.2CyH&2`7 3X CE2f2&N<243G=c-e.<iBD=T58296N&H&NB NZ@KD=T[Y]^X1N3tH&2F2`d96N$24B 1367 </`7 17 N8H&2f2&N<243G=`7@N<_<N8CE2f:&967 B 7 s=X&CE7 <y245^U/=?3EP ZN824<+BD=$58296N&H&NB NZ@KD=^[atz7 24<2g7 581BJ@KD`7 96N/c e.<TBD=Y58296N&H&NB NZ@KD=t~-:2j136N1N<2458N-C(~-:24362458N-C9624<&P 243bBD=\1N-CE7 U7 B 7DH=HMH&2;=?1B 7D`4=?3R24BT1367 </`7 17 NxH&22P N<243G=`7@N<MNx<N/Xa2CrH&2`7 3Xa~-:24362458N-Cb~-:2S=?5^U/=C 1N-CE7 U7 B 7DH=H&2CR1:2H=?<>C6=W967DC"F=`243GCE2cA=?3G=SNU&9624<243 CENB :/`7 N<2CaCE7 <r~-:2^24B1367 </`7 17 NyH&2^2&N<243G=`7@N<RH&2 `:581BD=2Ca<2`2C6=?367 N=?1B 7D`4=?3A:</=<:24zW=H&2/<7D`7@N< H&2$`N</CE7DC"9624</`7D=ce.<b24B`4=CENiH&2T<Ny=?1B 7D`4=?3a24B1367 <&P `7 17 N^H&2a2&N<243G=`7@N<(XW:</=g/365_= H&2a:<_58N&H&24B NTNU&P CE2436zW=`7 N</=?BA2C`N</CE7DC"9624<-962b`N<I:</=|/365_= ® ÓrCE7 1/=?3G=|96N&H&N  ® Ê  prCE2`:581B 2~-:2rC6Ê Ó  pctejC H&2`7 3X/C/@NB N_CE2 :/C6=?3@=?<iBD=CY362C"96367D`4`7 N<2Cj967 1NyÇuavAÇ ~-:2^<Ni1:2H=?<rCE243fC6=W967DC"F2`G/=C4XwR=H&245\@=CaCE2$H&24U2 `:581B 7 3.~-:2Y(ÓA`N<-967 24<224B&zW=?B N3tp24<8`4=H=f362C"96367D`dP `7@N<y967 1NyÇuavAÇ\<NC6=W967DC"F2`G/=c ÇjN<2C"9G=y<:24zW=yH&2/<7D`7@N<H&2_`N</CE7DC"9624</`7D=yH&2$/3EP 5_=C4Xi~-:24362458N-C\=H&245\@=C\NU&9624<243xH&2MFN365_= =?:&P 96N5\@=W967D`4=gC/@NB NfBD=CH&7D=?Z<N-CE7DC~-:2YCEN<$5R@K <7 5_=CH&7D=?Z?P <N-CE7DC4c&=?3G= 24B B N8CEN<<2`2C6=?367D=C.:</=$CE24367 2gH&2f3624ZBD=C 1/=?3G=;H&2962`d9G=?3+`:A@=?B 2CiH&2rB N-CF=?B B N-CiCEN<H&7D=?Z<N-CE7DC 5R@K <7 5_=C4Xw-=$~-:2g5^:/`GN-C.F=?B B N-CYCE243@=?<i`N</CE7DC"9624<-962C `N<;24Bj58N&H&24B NbNU/CE2436zW=`7 N</=?B.=?:</~-:2<NCE2=?<H&7 P =?Z<N-CE7DCf5R@K <7 5_=C4c(e.B.CE7 Z:7 24<-962_=?B ZN367 9658Ny12436587 962 Z24<243G=?3t2C"9G=Ct3624ZBD=C4c i/WÃ;h® 2=gÇ ® L  ® X  ® Q(:</=YF:</`7@N<$~-:21243EP 587 962$24zW=?B :/=?3gCE7BD=_/365_=  ® 2Cg`N</CE7DC"9624<-962^`N<rBD= /365_=8 ® c/=?3G=T`4=H=$1N-CE7 UB 2fF=?B B N8(ÓTH&2gBD=$5_=W96367 s H&2/365_=C4XhCE2=  b[  Ói:</=RzW=?367D=?UB 2_UNNB 2=?</=R~-:2 =?B 5_=`24</=iCE724BF=?B B N+(Ó$2Cf:</=iH&7D=?Z<N-CE7DCa5R@K <7 5_=X wRCE2= ~ fÇ  ÓT:</=_zW=?367D=?UB 2TUNNB 2=?</=_~-:2^=?B 5_=`24</= CE7:<iF=?B B N8(Óf2Ct:<y`4=?</H&7DH=W96N$zt@=?B 7DH&N$1/=?3G=TBD=^Z24<&P 243G=`7@N<H&2_<:24zN-CfF=?B B N-CT~-:2_1:2H=?<B B 24Z-=?3T=RCE243 H&7D=?Z<N-CE7DCa5R@K <7 5_=C4c=?3G=_`4=H=1N-CE7 UB 2^F=?B B Ny(Ó$CE2 CE:1N</H&3@=$7 <7D`7D=?B 5824<-962T~-:2  fÇ  Ó  Mz243GH=H&2436N/c e.B1367 58243j1/=CEN^`N</CE7DC"962A24<zW=?B 7DH=?3CE7  L`4=CEN^H&2 <NF=?B B NQ^1:2H&2RCE2438BD=|H&7D=?Z<N-CE7DC^5R@K <7 5_=c  2C :</=8H&7D=?Z<N-CE7DC.5R@K <7 5_=$CE7 9 b[  E >Ç ® L  ® X  ® Qdc =?3G= 96N&H&N^F=?B B N_CE7 581B 2 (ÓX&BD=^7 Z:/=?BDH=H o fÇ  Ó    b[  H&24U2RCE243_C6=W967DC"F2`G/=X1/=?3G=rZ-=?3G=?<-967 s=?3^~-:2 <N_2&7DC"9624<y5\@=CYH&7D=?Z<N-CE7DC5R@K <7 5_=C4c ® 7  <N$2C:</=$H&7D=?Z<N-CE7DCj5R@K <7 5_=XBD=CtCE7 Z:7 24<-962C 3624ZBD=CH&24U24<iCE243.24zW=?B :/=H=C1/=?3G=f96N&H&NgF=?B B N 1N-CE7 UB 2 L2`241&96N  TQ.24<+24B587DCE58N8N3GH&24<yCE2`:24</`7D=?B24<y24B ~-:2 =?1/=?362`24<24<iBD=^5_=W96367 sgH&2a/365_=C4c&ejC"9G=Cj3624ZBD=C Z-=?3G=?<-967 s=?<;BD=|H&2962`4`7@N<\`N36362`d9G=rH&2+BD=|H&7D=?Z<N-CE7DC 5R@K <7 5_=$1/=?3G=$:<+58N&H&24B N8NU/CE2436zW=`7 N</=?B  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