homes.cs.washington.edualon/files/aij-relevance.pdf!"# "# $% '&)(* $# ,+ "- .+ "# (/ #$0 132145+...

60

Transcript of homes.cs.washington.edualon/files/aij-relevance.pdf!"# "# $% '&)(* $# ,+ "- .+ "# (/ #$0 132145+...

  • ������������ � ������������������ ����� ����� ��!�"#��������"#��$%����'&)( *�$#�,+ "-� ���.+ "#�� (/� �#$0�1�32145+ �

    6#798;:=�?�@BADCE;FHGIF'JLKNMOMQPBR3SUT3V9RXW9TXV9YOKNZ

    [X\3\1] T3^�_`WaR3YO_�EIb3KdcOe�fDT T3g�h3ikjml \X[ e] ^nVaV9RdoqpHYOMOMre sHt�e \Xu3v3u lMOKNb onwIV9KNZaKNR3Vaxzy�c{R3W9W|c{xNT3g

    }#~9nI�>�1~9;@. Pe W9RX_ rTXV9�I_nYOb3KNVaZ9YOWmou3\nI KNMOxzyfT3R3BenJMOn�ci R3MOT1EHMOW9T�eiLR3MOYrT3Va_nYOR v l \ l

    XKNZwIxNZ|c{Z9W9RX_ rTXV9�c{KNn^

  • jlrIWXY/rLR1rITt]1NC]1R1T9p S1T[K�]1\�MI]�K�mc\�QIR�jkrIWXY�rUcK�S1R1]�\�OlWXR1]�uCMI\�jlVXT9nIf�TtK�S1ThS1T9VZT9s!K�MCRBg#\�S�WXS1SAT9VXT9s!K�MCR�iR1\BK ]1UcT9Y9WbacY�CQIT9S1N�IT9WXRArIT9S'mCN�K=QIR1\�pqK�R1WXY[K�VZV3N�WXMI]AUcT9Y9R1WXMIfPR1rIT�uCMI\�jlVXT9nIf�TmcK�]AT�\�SlmCNtT � UIVX\�WXR1WXMIfT � UIVXWXY9WXRk�/19X9�� /��z9X����lf�WXs�T9MtmGNBK QI]1T9S[v�d S1S1T9VXT9s�K�MIY9TS1T[K�]A\�MIWXMIf�WZ]K�]1U5T9Y9WbacYkO>\�SAp \=O ptT9R�K��VXT9s�T9V�S1T[K=]1\�MIWXMIf��

    �C����C�����*�WZMBjlrIWZY�rtj^T'S1T[K=]1\�M�������R1rIT`uGMI\�jlVXT9nIf�T'WXMtR1rITuCMI\�jlVXT9nIf�TlmcK=]1T�K�]^\�UIU5\�]1T9nqR1\�QI]1WXMIfPR1rIT'uCMI\�jlVXT9nIf�T`mcK�]1TRA\�SAT[K�]1\�MqK�mc\�QIRlR1rIT`nI\�p�K=WXM�v�d S1S1T9VXT9s�K�MIY9T�S1T[K=]1\�MIWXMIfWX]lWZpBU5\�S1R�K�MCR�WXMo]1T9s�T9S�K�V�Y9\�MCR1T � R1]��

    �����! " �#%$'&)(+*,�-$'&,./ 0� �&21� �34$'&65�7�08(9 ;:2&)5� �#,(9 @?%7A3� �3�B d R�WZ]�j^T9VXVuGMI\�jlM�R1rcK�R�R1rITUcT9SzO#\�S1pqK�MIY9Th\�OWXMCO#T9S1T9MIY9TqT9MIf�WXMIT9]PWXME_`d�]ANG]1RAT9pB]�nIT9f�S�K�nIT9]hCQIWXY/uGVZNEK�]�R1rITq]1WDC9Tq\=O'R1rITuGMI\�jlVXT9nIf�T�mcK�]1T-WZMIY9S1T[K�]1T9][v%E^j^\l\�OIR1rIT-pqK[A\�S5]1\�QIS1Y9T9]\�OcWXMIT/|BY9WZT9MIY9N�K�S1T�nIQIT^R1\lWXSAS1T9VXT9s!K=MGRWXMCO>\�S1p�K=R1WX\�M,�

    F deS1S1T9VZT9s!K�MCR^OeK�Y9R1]^WXMqR1rITuCMI\�jlVXT9nIf�TmcK�]AT���deMqWXRA]l]1T[K�S1Y/rPO>\�S`K�]1\�VXQIRAWX\�M��RArITWXMCO>T9SAT9MIY9TT9MIf�WXMIT�Y9\�MI]1WXnIT9S1]tp�K=MGNO K=Y9R1]hWXM R1rIT�uCMI\�jlVXT9nIf�TomcK�]1T�RArcK�RBK�S1ToWXS1S1T9VZT9s!K�MCRhR1\�R1rITGQIT9S1N�vHG^\�MI]1T9CQIT9MGRAVXN�CWXR^]1UcT9MInI]`]1WXf�MIW acY[K�MGR^TJI�\�S1R^UIQIS1]AQIWXMIfhQI]1T9VXT9]A]l]1\�VXQIRAWX\�MtUcK�R1rI][v

    F deS1S1T9VZT9s!K�MCR�nIWX]1R1WXMIY9RAWX\�MI]�WXM�R1rITqS1T9UIS1T9]1T9MCR�K�RAWX\�M,�h_ uCMI\!jkVXT9nIf�TtmcK�]1TqWX]�nIT9]1WXf�MIT9n}R1\K�Y9Y9\�ptpB\CncK�R1T'K s!K�S1WZT9R*Nt\�O-R�K=]1uG]7vKE^rIT9S1T/O#\�S1T�5WXR1]lY9\�MIY9T9UIR1QcK�VXWDC[K=R1WX\�Mt\�O-R1rIT�nI\�p�K=WXMphQI]1R`mcTtnIT9R�K�WXVXT9nT9MI\�QIf�rO>\�S�K=VXV-R1rI\�]1ThR�K�]AuG]hg#W v%T�vX�WXR�phQI]1RWXMIY9VXQInITPp�K�MCN�SAT/acMIT9nS1T9V�K�R1WZ\�MI][9\�mC1T9Y9R1]7[T9R1Y�v i9v�_`] KkS1T9]1QIVZR[[RArIT SAT9UIS1T9]1T9MCR�K�R1WX\�MWX]6VZWXu�T9VXN`R1\lm5T RA\G\`Y9\�ptUIVXT �O>\�SlK�MCNtf�WXs�T9MqR�K=]1u CR1rIT9SAT9mGNtVXT[K�nIWXMIfPR1\�WXMIT/|BY9WXT9MCRlS1T[K�]A\�MIWXMIfcv

    �MLN\�SAp�K�RAWX\�MK�MIn�UIS1\�sGWXnIWZMIf'rIWXf�r�VXT9s�T9VCCQIT9S1NGWZMIf`O K�Y9WZVXWXR1WXT9];\!s�T9S6R1rIT9p7R1rIT9S1T9mCNO#S1T9T9WXMIfK`QI]1T9SO>S1\�p R1rITkMIT9T9nhR1\uCMI\!j}K=mc\�QIR�]1U5T9Y9WbacYlWXMCO#\�S1pqK�R1WZ\�M]1\�QIS1Y9T9]i�j���C���kI�c�� �� �b�� �b�lC�m�l��*v_}u�T9N�WX]1]1QITlRArcK�R6MIT9T9nI]R1\mcT`K�nInIS1T9]1]1T9nPmGN�R1rIT9]1Tl]1NC]1R1T9pt]WX]�R1rITlK�mIWXVXWZR*NRA\�K�QIR1\�pqK�R1WXY[K=V3VZNnIT9R1T9S1ptWXMIT'jkrIWXY�rqWZMCO>\�SAp�K�RAWX\�M�]1\�QIS1Y9T9]`K�S1TS1T9VXT9s�K�MCRlR1\BK�f�WXs�T9MtGQIT9S1NqU5\�]1T9nqmCN�K�QI]1T9S[v

    d S1S1T9VXT9s�K�MIY9TlS1T[K=]1\�MIWXMIfK�VX]1\`UIV�K7NC]-K�M�WXpBU5\�S1R�K=MGR�SA\�VXT^WXM�MI\�MIpt\�MI\�R1\�MIWZY�S1T[K�]1\�MIWZMIfZ�a� ���bC����*mcT9VZWXT/O SAT9sGWX]AWX\�MP�a���f�'K�MIn VXT[K�S1MIWXMIfwg#T�v fcvXn�a��lCKb�bCK����#i9vgE^rITqO#\GY9QI]P\�O RArIWX]hUcK�U5T9ShWX]h\�MwQI]AWXMIfS1T9VXT9s�K�MIY9T`S1T[K�]1\�MIWZMIfR1\]1UcT9T9nqQIUPWXMCO>T9SAT9MIY9T9] WZMhV�K�S1f�T uCMI\�jlVXT9nIf�T^mcK�]AT9][v!E^rIT'\�R1rIT9S-K�UIUIVXWXY[K=R1WX\�MI]\�O�S1T9VXT9s�K�MIY9T�S1T[K=]1\�MIWXMIfhK�S1TnIWZ]1Y9QI]1]1T9nomIS1WXTJocNtWXMqpCT9Y9R1WX\�Mqb v

    \

  • d Mq\�S1nIT9S^O#\�SlSAT9VXT9s!K�MIY9TSAT[K�]1\�MIWXMIfPR1\�mcT�K sGW�K=mIVXT'ptT9R1rI\CntO>\�S Y9\�MGR1SA\�VXVXWXMIf�WXMCO#T9S1T9MIY9T�c]AT9s�T9S�K�VWX]1]AQIT9]'MIT9T9nR1\tmcT�K�nInIS1T9]1]1T9n�v���WXSA]1R[Cj^T�phQI]1RknIT9s�T9VX\�U���}9#9R�lK�VXf�\�S1WXR1rIpt]�O#\�SK�QIR1\�pqK�R1WXY[K=V3VZNnIT9R1T9Y9R1WZMIfEUcK�SAR1]h\�O�KuCMI\!jkVXT9nIf�T�mcK=]1TqR1rcK�RBK=S1T�WXSAS1T9VXT9s!K=MGRhRA\EKCQIT9S1N�vPE^rIT�WZMIUIQIRBR1\R1rIT9]1TK�VXf�\�S1WXR1rIpt]pqK[Ns!K�S1N��^WXR�Y9\�QIVXnwY9\�MI]1WX]1Rh\=O Y9T9S1R/K�WXM�UcK�S1R1]�g T�v%fcvX�RArITqS1QIVXT9]�i�\�OR1rITquCMI\!jkVXT9nIf�TmcK�]1T�C]1\�pBTlptT9R�K��eY9V2K�WXph]�K�mc\�QIR \�R1rIT9S^UcK�S1R1]`g#T�v%fcvX�WZMGR1T9f�S1WXRzN�Y9\�MI]AR1S�K�WXMCR1]\�MBRArIT'f�SA\�QIMInhOeK�Y9R1]WXMR1rIThuCMI\�jlVXT9nIf�T�mcK�]1T[i�K�MIn��U5\�]1]1WXmIVZN��]1\�ptT�WXS1SAT9VXT9s!K�MIY9TPY9V�K�WXpt]l]1QIUIUIVXWZT9nLmGNoR1rIThQI]1T9S7v pCT9Y9\�MIn�j^T�phQI]ARlWXMCs�T9]1R1WXfCK�R1T`R1rIT���22b ����\=O-S1T9pB\�sCWXMIf�WXS1S1T9VZT9s!K�MCRluCMI\!jkVXT9nIf�T�K=MInyRArIT�R1S�K=nIT9\�IEmcT9Rzj^T9T9MptT9R�K��eVXT9s�T9VCS1T[K�]A\�MIWXMIfK�mc\�QIRS1T9VXT9s�K�MIY9T'K�MInhmcK=]1TJ�eVXT9s�T9VIS1T[K=]1\�MIWXMIfK�mc\�QIR-R1rIT^nI\�pqK�WXM�v;_']-K mcK�]1WX]O#\�S K=nInIS1T9]1]1WXMIfRArIT9]1T^R*j^\lCQIT9]1R1WZ\�MI][�j^T-MIT9T9nBKO#\�S1pqK�V�QIMInIT9S1]1R/K�MInIWXMIf\�OcR1rIT^U5\�]1]1WXmIVZT-ptT[K�MIWXMIf�]\�O�WXS1S1T9VZT9s!K�MIY9TY9V�K=WXpB]7v

    ErIT�MI\�R1WZ\�Mq\�O�WXS1S1T9VXT9s�K�MIY9T�rcK�]'K�UIU5T[K�S1T9nWXMop�K�MCNhY9\�MCR1T � R1]`WXMqS1T9]1T[K�SAY�roWXM�_`dlK�MInS1T9V�K�R1T9nacT9VXnI][v ]l\�j^T9s�T9S[Ipt\�]1Rk\�O R1rIT�R1WXptT�S1T9]AT[K�S1Y/rIT9S1]'QI]AT�RArIT�RAT9S1p WZMCO>\�SAp�K�VZVXN�v��c\�SAp�K�V�K�McK=VXNG]AT9]'\�OWXS1SAT9VXT9s!K�MIY9T�rcK7s�T�mcT9T9MnIWX]1Y9QI]1]1T9nmGNoUIrIWXVX\�]1\�UIrIT9S1] K=]T[K�S1VXN�K�]Z�

    �f�* � bf� K�MIng�a����*vXErIThp�K=WXMR1rIS1QI]AR'\�O-RArIT9]1T�K�McK=VXNG]AT9]'jlK�]lRA\BR1SANBR1\tY[K�UIR1QISAT�\�QIS`Y9\�ptpB\�M"�e]AT9MI]1TMI\�R1WX\�MI]l\�O-WXS1SAT9VXT9s!K�MIY9T�mGNK O>\�S1p�K=V6nIT/acMIWXRAWX\�M�voJy\�]1R\�O'R1rITtj^\�S1uoO#\GY9QI]1T9]�\�MO#\�S1phQIV�K=R1WXMIfhUIS1\�UcT9S1R1WZT9]�\=ORArITBMI\�RAWX\�ML\�OWXS1SAT9VXT9s!K�MIY9T`K�MIn�acMInIWXMIf�nIT/acMIWXR1WX\�MI]R1rcK�R�]�K=R1WX]zO#N�R1rI\�]1T^UIS1\�UcT9SAR1WXT9][v!G^\�MI]AT9GQIT9MCR1VXN��R1rITlj^\�S1u�rcK�]MI\�R^mcT9T9MY9\�MIY9T9SAMIT9nqjlWXR1rqrI\�j R1\�G9�WXS1S1T9VXT9s�K�MIY9T`O#\�Sl]1U5T9T9nIWXMIfhQIU�WZMCO>T9S1T9MIY9T\�S rI\�j RA\�nIT9]AWXf�MK�VXf�\�S1WXR1rIpt]O#\�SlnIT9R1T9Y9R1WZMIfhWXS1S1T9VZT9s!K�MIY9T�v

    WXRArIWXMw_'d/-RArIT�MI\�R1WZ\�Mw\�OWXS1S1T9VXT9s�K�MIY9T�jlK�]tWXMCs�T9]1R1WZfGK�R1T9n�WXM}RArIT�Y9\�MCR1T � Rh\�O�UIS1\�mcK=mIWXVXWX]1RAWXYS1T[K�]A\�MIWXMIfZ�a��lC�\ �\��f� K�MInhQI]AT9nhR1rIT9S1TlRA\Y9\�MGRAS1\�VCWXMCO>T9SAT9MIY9T'WXM�^K7N�T9]1W�K=M�m5T9VXWXT/O�MIT9Rzj^\�S1uC][v�d MhR1rITY9\�MCR1T � R'\�O-VZ\�f�WXY[K�V�uCMI\�jlVXT9nIf�T�mcK�]1T9][,pCQImIS�K=p�K�MIW2K�M_�ak�kf�*�K�MInpB\�S1TS1T9Y9T9MCR1VXN��K�u�T9S1pBT9N�T9SX�a���f�*WXMCs�T9]1R1WZfGK�R1T9nq]1T9s�T9S�K�V;O>\�SAp�K�V�nIT/acMIWXRAWX\�MI]`\�O-WXS1S1T9VZT9s!K�MIY9T�v ]k\!j^T9s�T9S7IR1rIT�WX]1]1QIT9]`\�OlK�QIR1\�pqK�R1WXY[K=V3VZNnIT9S1WXsCWXMIfoWXS1S1T9VXT9s�K�MIY9ThY9V�K=WXpB]K�MInLRArITBQIR1WZVXWXRzNq\�OlWXS1S1T9VZT9s!K�MIY9ThSAT[K�]1\�MIWXMIfqj^T9S1TPVXT/O>R�V�K�S1f�T9VXN�\�U5T9M�K�MInqY9\�MI]AT9GQIT9MCR1VXNqS1T9VZT9s!K�MIY9TS1T[K=]1\�MIWXMIfhrcK=]lMI\�Rlm5T9T9MyK�UIUIVXWZT9nqWXM�K�MCNBTJI�T9Y9R1WXs�T'jlK7N�v

    ErIWX]�K=S1R1WXY9VXToUIS1T9]1T9MCR1]�KO#S�K�ptT9j \�S1uLWXM jlrIWXY/r s!K�SAWX\�QI]qnIT/acMIWXR1WZ\�MI]B\=O�WXS1SAT9VXT9s!K�MIY9TY[K�M m5T]1R1QInIWZT9n�v�LT�UIS1T9]1T9MCR'T/|BY9WZT9MGRK�VXf�\�S1WXR1rIpt]O>\�S K�QIRA\�p�K=R1WXY[K�VXVbN�nIT9S1WXsCWXMIftWXS1S1T9VZT9s!K�MIY9T�Y9V�K�WXpt][IK�MInj^T�nIT9]1Y9S1WXm5TBR1rIT�S1T9]AQIVXR1]\�O^T � U5T9S1WXptT9MGR1]RArcK�Rs!K�VZWXncK�R1T�R1rIThQIR1WXVZWXRzNq\�O S1T9VZT9s!K�MIY9ThSAT[K�]1\�MIWXMIf5v�d MUcK�S1RAWXY9QIV�K�S[�j^Tp�K�u�T'R1rIT`O#\�VXVZ\!jkWXMIf�Y9\�MCR1S1WZmIQIR1WX\�MI][v

    � LT'UISAT9]1T9MGR^K�UIS1\G\=O �eR1rIT9\�S1T9R1WXY^O#S�K�ptT9j^\�S1u`O#\�S K=McK�VXN"C9WXMIf�nIT/acMIWXRAWX\�MI]^\�O�WXS1S1T9VZT9s!K�MIY9T�CNCWXT9VXn"�WXMIf K�]AUcK�Y9T\�O�U5\�]1]1WXmIVZTynIT/acMIWZR1WX\�MI]PO>\�SqR1rITMI\�R1WX\�M�v�LTnIT9]1Y9SAWXmcTLrI\�j UIS1\�UcT9S1R1WZT9]B\�OWXS1S1T9VXT9s�K�MIY9TtY9V�K�WXpt]s!K�SANEK�]�j^TBpt\�s�T�WXMERArITB]1UcK=Y9T�v_E^rITtO>S/K�pBT9j^\�SAuqT9MIY9\�pBUcK=]1]1T9]hK�MIn]1rIT9nI]�MIT9j VXWZf�rGR`\�MUIS1T9sCWX\�QI]�nIT/acMIWXR1WX\�MI]\=O WXS1SAT9VXT9s!K�MIY9T�v�LT�]1rI\�j R1rcK�RRArIT�O#S�K�ptT9j^\�S1up�K�u�T9]-R1rITMIT9Y9T9]1]/K�S1NqnIWX]1RAWXMIY9R1WX\�MI]^m5T9R*j^T9T9MqR1rITnIT/acMIWZR1WX\�MI]lMIT9T9nIT9nR1\hK�nInISAT9]1]'RArITUIS1\�m"�VXT9p \�O6K�QIRA\�p�K=R1WXY[K�VXVbNnIT9S1WZsGWXMIf�WXS1S1T9VZT9s!K�MIY9T`Y9V�K�WXpt]�K�MInBRArIT'QIR1WZVXWXRzN\�O�S1T9pt\!sCWXMIfWXSAS1T9VXT9s!K=MGRO K�Y9RA][v

    � LTBY9\�MI]1WXnIT9S�RArITBUIS1\�mIVXT9p \�O'K�QIR1\�pqK�R1WXY[K=VXVbNqnIT9S1WXsCWXMIf�WXSAS1T9VXT9s!K=MIY9TBY9V�K=WXpB]`O#\�S ]l\�SAM"�eS1QIVXTuGMI\�jlVXT9nIf�ThmcK�]1T9]�K�MInE]AT9s�T9S�K�V�T � R1T9MI]1WX\�MI][�K�MInEUISAT9]1T9MGR�KqMI\�s�T9VR1\G\�Ve�Y[K�VZVXT9nLR1rIT�f� (�����2/��O#\�S�RArcK�R�UIQIS1U5\�]1T�v�ThWXnIT9MCR1WbO#NyRArIThWXptUc\�S1R/K�MGR`Y9V�K�]A]�\�O��2=G�� �/19X9�� /hY9V2K�WXpt]K�MInq]1rI\�j RArcK�R^R1rIT�CQIT9S1N �eR1S1T9T�UISA\!sCWXnIT9]'KP]1\�QIMInK�MInqY9\�ptUIVXT9R1TWXMCO#T9S1T9MIY9T�UIS1\GY9T9nIQISAT�O#\�S]1QIY�rqY9V2K�WXpt][v2pCR1SA\�MIf�WXS1S1T9VXT9s�K�MIY9TY9V�K�WZpB]^K�VX]1\�rcK7s�TR1rITUIS1\�UcT9S1RzNtR1rcK�R^S1T9pt\!sCWXMIf�]1R1S1\�MIf�VXN

  • WXS1S1T9VXT9s�K�MCR�OeK�Y9R1]�WX]f�QcK�S/K�MGRAT9T9n�MI\�R�R1\]1VX\�j�nI\!jkM K=M�WZMCO>T9S1T9MIY9TkT9MIf�WXMITgeK�MIn�\�O#R1T9M�R1\]1U5T9T9nWXRlQIU]1WXf�MIW acY[K�MGRAVXN i(vKE^rIT�GQIT9SAN��eR1SAT9T�rcK�]`Rzj \PUIS1\�UcT9SAR1WXT9]`R1rcK�RlpqK�u�TWXRkT9]1UcT9Y9W�K=VXVXNqQI]1T/O#QIVWXM�UIS�K�Y9R1WXY9T�v ��WXSA]1R[�WXS1SAT9VXT9s!K�MIY9TkY9V�K�WXpt] K=S1T^nIT9S1WXs�T9nhmCN�WXMI]1U5T9Y9R1WXMIf�\�MIVXNhK`]1p�K=VXVGUcK=S1R�\�O�R1rITuGMI\�jlVXT9nIf�TmcK�]1TBg T�v%fcvXCWXMI]1U5T9Y9R1WXMIftR1rIT�SAQIVXT9]'WZM�R1rIT�uGMI\�jlVXT9nIf�TmcK�]1T�K=MIn�MI\�R`R1rIT�f�S1\�QIMInO K�Y9RA]�i9vnpCT9Y9\�MIn��WXMqnIT9S1WXsCWXMIftWXS1S1T9VZT9s!K�MIY9T�Y9V�K�WXpt][CR1rIT�CQIT9S1N �eR1S1T9T�Y9\�MI]1WXnIT9S1]`R1rIT�]1T9p�K=MGR1WZY9]\�O�WXMGRAT9S1UIS1T9R1T9ntUIS1T9nIWXY[K�RAT9] K�UIU5T[K�S1WXMIf�WXMtR1rIT`uGMI\�jlVXT9nIf�TlmcK�]1T�g#T�v%fcvZ�\�S1nIT9SUIS1T9nIWXY[K�RAT9][C]1\�S1RUIS1T9nIWXY[K�R1T9]7�T9R1Y�v i(vZpCWXMIY9ThWXMCR1T9S1UIS1T9RAT9nLUIS1T9nIWXY[K�RAT9]�UIV�K7NyK u�T9N�SA\�VXThWXMpqK�MCNyK�UIUIVXWZY[K�R1WX\�MI]7R1rIWX]-WZ] K�MtWXptUc\�S1R/K�MGRO#T[K�R1QISATl\�O6R1rIT`CQIT9S1N��eRAS1T9T�v!E^rITGQIT9SAN��eR1SAT9T'Y[K�MqK�VX]A\�mcT`sCWXT9j^T9n�K�]^KR1\G\�V�O>\�S6UcK�SAR1W�K�V�T9s�K�VXQcK�RAWX\�M�\=OcY9\�MI]1R1S�K=WXMGR;VX\�f�WXYUIS1\�f�S/K�pB]!�ak �G�b��I �f�*�mIQIRWX]nIWX]1R1WXMIf�QIWX]1rIT9nO>S1\�p UISAT9sGWX\�QI]lj^\�S1uhWXMtR1rcK�R`K�S1T[K�WXMqR1rcK�R^WXRkUIS1\�sGWXnIT9]^Y9\�ptUIVXT9R1T9MIT9]A]K=VX]1\�WXMqR1rITUIS1T9]AT9MIY9T\�O6S1T9Y9QIS1]AWXs�TS1QIVXT9]`K�MIn�WXMCR1T9S1UISAT9R1T9nBUISAT9nIWXY[K�R1T9][v

    � LT'nIT9]AY9S1WXmcTT � UcT9SAWXpBT9MCR�K�V5S1T9]1QIVXRA] RArcK�R-]1rI\�j R1rcK�R^]1WZf�MIWbacY[K�MCR-]1U5T9T9nIQIUI]�g \�O>RAT9Mh\�S1nIT9S1]^\�Op�K�f�MIWXR1QInIT[i-K=S1T\�mIR�K�WZMIT9nqmGNqT9ptUIVX\�NGWZMIf�R1rITCQIT9S1N �eR1S1T9T�WZMqWXMCO>T9SAT9MIY9T�v E^rIT�GQIT9SAN��eR1SAT9TWX]QI]1T9nqWXMqRzj^\�jlK7NC][v ��WXS1]1R[CWXR^WX]kQI]1T9n�R1\�nIT9R1T9SApBWXMITjkrIWXY�rtOeK�Y9R1]lK�SATWXS1S1T9VXT9s�K�MCR RA\BK�CQIT9S1N�v

    K=]1T9nB\�MBR1rcK=R-nIT9R1T9S1ptWXMcK�RAWX\�M�7j T`Y9S1T[K�RAT']1U5T9Y9W�K�VXW`C9T9nBncK�R/K�mcK�]1TlWZMInIWXY9T9]^R1rcK�R-]AT9T'\�MIVZNhR1rITf�S1\�QIMIn�OeK�Y9R1]R1rcK�RlK�S1T�g#Uc\�]A]1WXmIVXNIi�S1T9VZT9s!K�MCR-R1\�K�Y9V�K�]1]\�O�GQIT9S1WZT9][v � WXs�T9MtK�CQIT9S1N�O#S1\�p R1rITf�WXs�T9MqY9V�K=]1][5j T�Y[K�MR1rIT9M�QI]AT�RArIT9]1T�WXMInIWXY9T9]kO>\�SkO#T9R1Y�rIWZMIfBf�SA\�QIMInqOeK�Y9R1]`nIQIS1WXMIftWXMCO#T9S1T9MIY9T�R1rIT9S1T9mCNh]1WXf�MIW acY[K�MGRAVXN�]1U5T9T9nIWXMIfhQIUtWXMCO#T9S1T9MIY9T�vKE^rIT]1T9Y9\�MInBQI]1T`\�O6RArIT'CQIT9S1N �eR1S1T9T`WX]^mcK�]1T9n\�MLR1rITt\�mI]1T9S1s�K�R1WX\�MLR1rcK�RWXR�R1T9VXVX]�QI]�T � K�Y9RAVXN�jlrIWZY�r ���I9��(�\=OSAQIVXT�K=UIUIVXWXY[K�R1WZ\�MI]�K�MInncK�R�K�mcK�]AT VZ\G\�uCQIUI]-Y[K=MhNGWZT9VXn�]1\�VXQIR1WZ\�MI]�R1\R1rITlCQIT9S1N�vKErIT9S1T/O>\�S1T��j^T^QI]1TlR1rITkGQIT9S1N �eR1S1T9T`R1\f�QIWXnIT`\�QISlWXMCO#T9S1T9MIY9TT9MIf�WXMITRA\�O#\�VXVZ\!j \�MIVXNt]1QIY/rq]1T9GQIT9MIY9T9]7v E^rITT � UcT9SAWXpBT9MCR1]]1rI\�j R1rcK�RR1rIT^Y9\�]1R�\�O�mIQIWXVXnIWXMIf`R1rITlCQIT9S1N �eR1S1T9TlK�MInhUIS1T9UISA\GY9T9]1]AWXMIfR1rIT�� g#R1\Y9S1T[K=R1T^R1rIT^]1UcT9Y9W�K=VXWDC9T9nWXMInIWXY9T9]�i;WX]�MIT9f�VXWZf�WXmIVXT�Y9\�ptUcK�S1T9n�R1\`R1rIT^]�K7sGWXMIf�] K�Y/rIWXT9s�T9n�v �5QIS1R1rIT9S1pt\�S1T�9RArIT ]/K[sCWXMIf�]f�S1\�jK�]^R1rIT']AWDC9T'\=O6R1rITuCMI\!jkVXT9nIf�TlmcK�]ATf�S1\�jl][�WXMInIWXY[K�R1WZMIf�R1rcK�R\�QIS^pBT9RArI\GnI]^jlWXVZVc]1Y[K�VZT'QIU�v�d R]1rI\�QIVXnhm5TlMI\�R1T9nPR1rcK�R�R1rITl]/K[sCWXMIf�]-K=Y�rIWXT9s�T9nhmGN�T9ptUIVX\�NGWZMIf'R1rITkGQIT9S1N �eR1S1T9T`K�S1Tl\�SAR1rI\�f�\�McK=VR1\LptT9R1rI\GnI]PR1rcK�RhnIT9s�T9VZ\�U}\�UIRAWXp�K=V-]1R1S/K�R1T9f�WXT9] O>\�SP]1T[K�S1Y/rIWXMIfLR1rITo]1UcK�Y9T�g#T�v%fcvXS1QIVXTK�MIn]1QImIf�\GK�V\�S1nIT9S1WZMIf@��

    \C%k���>i�K�MIn�ptT9R1rI\GnI]�R1rcK�R�QI]1TBSAQIM"�eR1WXptThmIWXMInIWXMIf�]tg#Y9\�phmIWZMIT9nLjlWXR1rR�K�mIQIV�K�RAWX\�Mci�R1\�UIS1QIMIT�R1rIT]1T[K=S1Y�rN�akC m Km����*vPErIT9S1T/O>\�S1T�^R1rITT � U5T9S1WXptT9MGR/K�V^s!K�VXWZncK�R1WX\�MUIS1T9]1T9MCR1T9nqrIT9S1T�nI\CT9]lMI\�RO>\�VZVX\�j}O#S1\�p T � UcT9S1WZpBT9MCR1]^s!K�VZWXncK�R1WXMIf�R1rIT9]AT\�R1rIT9SlptT9R1rI\CnI][v

    � 08(97A&2$�� 7�d�$�

  • � � þ�������^dþ� ý �����������1þ����

    deMoR1rIWX]`]1T9Y9R1WX\�M�Ij^TY9\�MI]1WXnIT9S`jlrcK�RlWZRlpBT[K=MI]^O>\�S'K�OeK�Y9RlRA\hmcT�WXS1S1T9VXT9s�K�MCRlR1\BKPGQIT9SAN�v�LT�m5T9f�WXMmCNBWXMCR1S1\CnIQIY9WXMIfhRArITR1T9S1ptWXMI\�VX\�f�N�QI]1T9noR1rIS1\�QIf�rI\�QIRlR1rITUcK�U5T9S[v

    � >�� �éU@�7m~��5~9:Hn~9@deMo\�QIS`nIWX]1Y9QI]1]1WZ\�M�Ij^T�K�]A]1QIpBT`R1rcK�RkR1rIT�R1rIT9\�S1NB\=O-R1rIT�nI\�pqK�WXMtWX]lSAT9UIS1T9]1T9MCR1T9n�mCN�K�uCMI\!jkVXT9nIf�TmcK�]1T�� \�OO K=Y9R1]jlrIWXY/rLK�S1T�Y9VX\�]1T9noO#\�S1phQIV2K�]lWXMoacS1]1R �e\�S1nIT9SUIS1T9nIWXY[K=R1T�Y[K�VXY9QIVXQI][v�LThQI]AT�VZ\!j^T9S �Y[K�]1T�VXT9R1R1T9SA]lO#\�SlUIS1T9nIWZY[K�R1T�McK=pBT9][5QIUIUcT9S �eY[K�]1T�VXT9R1R1T9SA]^O>\�S's�K�S1W�K�mIVZT9] K�MInomcK�S1]`R1\tnIT9MI\�R1T�RAQIUIVXT9]\�O's�K�S1W�K=mIVXT9]Bg#T�v fcv���yi9v T�K�]A]1QIpBTPR1rcK�R�R1rITtWXMCO>T9SAT9MIY9TqpBT9Y/rcK�MIWX]1p T9pBUIVZ\!NC]�Ko]1T9R�\�O`]1\�QIMInWXMCO#T9S1T9MIY9TLS1QIVZT9][v _ nIT9S1WXs�K�R1WX\�M�� \�OhK�Y9VX\�]1T9n O#\�S1phQIV2K�� O#S1\�p � WX]�K�]1T9CQIT9MIY9TL\�O�Y9VZ\�]1T9nO#\�S1phQIV�K=]["!$#&%('&'&')%�!+* �]AQIY�rR1rcK�R,!+*.-/� K�MInoO#\�SlT[K�Y/r�0g �1 0 1�2 i9�T9WXR1rIT9S,!+3546�q7!+3-WX]KVX\�f�WXY[K�V K � WX\�py�\�S!+3 WZ] RArITS1T9]1QIVXR^\�O K=UIUIVXNGWZMIf K=MqWXMCO>T9SAT9MIY9TS1QIVXTR1\�]1\�ptTlT9VXT9ptT9MCR1]8!+3 û %&'&'('�%�!+3:9R1rcK�R`K�UIUcT[K�S`UIS1WX\�S RA\;! � ^ @`_�:~9:D¤badnU@�79@�A;:H�@c QISlf�\CK�V�WX]^R1\�T � UIS1T9]A][IS1T[K�]A\�MqjlWXR1rqK�MIn�K�QIRA\�p�K=R1WXY[K�VXVZNnIT9S1WXs�TWXSAS1T9VXT9s!K=MIY9TY9V�K�WXpt][�Wev%T�vZGY9V2K�WXpt]\�O^R1rIT�O>\�SAp F�d ��2�1( (!�R�i�#q�fe ����I9 ���Zg� �fe~(�hI���n�# �fe �i= jg^X�k(G���9B�H5v E;\qnI\]1\cWXR�WX]�T9]A]1T9MGRAW�K�V-RArcK�R�j^Ttf�WXs�Th]AQIY�r�Y9V�K�WXpt]KqO#\�S1pqK�VnIT/acMIWXR1WX\�M�vld WX]�Y[K�VXVXT9nLRArIT�J���nm/��`\�OR1rITtWXS1S1T9VZT9s!K�MIY9TqY9V�K=WXpyv deMwR1rIWX]�UcK�U5T9S[j TtY9\�MI]1WZnIT9S�RArITqY[K�]1TtWXMEjkrIWXY�rTd WX]�KoOeK�Y9R�\�S�]1T9R�\�OOeK�Y9R1][v c RArIT9S�WZS1S1T9VXT9s�K�MIY9Th]1QImGAT9Y9R1][]1QIY/rwK�]�\�mGAT9Y9R1][�SAT9V�K�R1WX\�MEK�S1f�QIptT9MCR1] K=MInES1T/acMIT9ptT9MCR1]�\�OUIS1T9nIWXY[K=R1T9]'K�S1TnIWZ]1Y9QI]1]1T9nomIS1WXTJocNtWXMqpCT9Y9R1WX\�MqbPK�MInqWXMqpt\�S1T`nIT9R�K�WXV�WXM_�a� b��zvo å;ܼÊmÆaÅmÐ`ҳʬϼ߳Æ�ÝXÆaâ3Ð3ϼʬϼË|Ð`É�Ò|Å9ÆDÒNܼÉmËæÍnË«ÉmɬÏ{×XܼƳä£ú Ë|ÅÆaì3Ò«ÕIÍXܼƫç�Ï{Ð�ʬÌ`ÆIÎÒ³ÉmÆHË|ÇÒ�Îaܼ˫ÉmÆzÝdê ÇòË|Å9ÕDÙXܼÒ,ã³Ù`ÆaÅ9Ô³çnËNÐ ÆHÕIϼÞ|Ì3Ê

    Å9ÆzʬÙ3ÅmÐ[p"q"rsq"t&uvq�Ï{ÇLÐ`ÆaϼʬÌ`ÆaÅxw�Ð ËNÅxy`w�ϼÉ.ÝXÆaÅmϼßNÒN×XܼÆ{zÏ{Ð-ʬÌ`Æ1ÎzÒ«ÉmÆ1Ë|Ç£Òqã³Ù`ÆaÅ9Ô�ÑϼʬÌ�ÇOÅ9ÆzÆ1ßNÒNÅmϼÒ|×3ܼÆzÉzçLËNÐ Æ�ÕIϼÞ|Ì3ÊÅ9ÆzʬÙ3ÅmÐ8|ëÙ`ÉmÊLʬÌ`ÆK}·9Á÷ß|ÒNÅmϼÒ|×3ܼÆ�×XÏ{Ð`ÝÏ{Ð`Þ,ʬÌ`Ò³ÊLÉmҫʬϼɬâ ÆÉIʬÌ`ÆIã³Ù`ÆaÅ9Ô³äùLËNÑÆß³ÆaÅNç`Ê¬Ì ÆzÉmÆ�ÝϼÉmʬÏ{Ð`ÎzʬϼË|Ð`É�Ý3Ë�Ð Ë«ÊLÒ|ñØÆzÎzÊLËNÙXÅÝdϼÉmÎaÙ ÉmɬϼËNÐUä;~LË«ÊmÆ.Ê¬Ì Ò«Ê�ɬÏ{Ð ÎÆ1ʬÌ`ÆæÐdÙ`Õ×nÆ9Å.Ë|Ç;ÍnË«ÉmɬÏ{×XܼÆ�Ò³ÉmɬϼÞNÐ Õ�Æ9Ð3ÊmÉÛÇòË|Å.ʬÌ`Æ�ÇOÅ9ÆzÆ.ßNÒ|ÅmϼÒ|×3ܼÆzÉ.ϼÉIâXÐ3ϼÊmƳçQÊ¬Ì Æ�ÉmÆzÊIËNÇÒ|Ð`ÉmÑÆaÅ9É;ÊmË�Ò�ã³Ù ÆaÅ9Ô.ϼÉkâ3ÐXϼÊmÆ«ä

  • S1\CK�nIVXN�j^TBY[K�M�R�K�u�ThRzj \oUc\�]A]1WXmIVXTqK�UIUIS1\GK=Y�rIT9]�R1\K�McK�VXN"C9WXMIf�WZS1S1T9VXT9s�K�MIY9T�v_E^rITPacS1]1RhK�U"�UIS1\GK=Y�r�jlrIWXY/r}rcK�]PmcT9T9M UIQIS1]1QIT9n mGNw]1T9s�T9S�K�V^UIrIWXVX\�]A\�UIrIT9S1]g#T�v%fcvXn��"�G bCK����>i(-WX]PR1\LR1S1N�R1\Y[K�UIR1QISAT'\�QISY9\�ptpB\�M"�e]AT9MI]1TlMI\�R1WZ\�Mh\�O�WXS1SAT9VXT9s!K�MIY9T`jlWXRArBK`O#\�S1pqK�VInIT/acMIWXR1WZ\�M�vdeMqR1rcK�R^K�UIUIS1\GK=Y�r�j^T^j \�QIVXn�Y9\�MI]1WXnIT9S^KkO>\�SAp�K�V�nIT/acMIWXR1WX\�MP\�O WXSAS1T9VXT9s!K=MIY9TK=MInhY�rIT9Y/u�jlrIT9R1rIT9SWXR6]/K�R1WX]zacT9]�UISA\�UcT9S1RAWXT9]R1rcK�R^j^TY9\�MI]1WZnIT9SlMcK�R1QIS�K=VcO#\�S^\�QISlWZMGR1QIWZR1WXs�TlMI\�R1WX\�Mt\�O�WXS1S1T9VXT9s�K�MIY9T�v�d MqR1rIWX]'K�SAR1WXY9VXT��j TUIQISA]1QIT�K]1T9Y9\�MInLK�UIUISA\GK�Y/ryRArcK�RlO#\CY9QI]1T9]\�MLK�McK�VXN"C9WXMIfhrI\�j WXSAS1T9VXT9s!K=MIY9T�K�S1WZ]1T9]'WZMyUISA\�mIVXT9p ]1\�VXsCWXMIfgeK�MIn]1U5T9Y9WbacY[K�VXVXNWZM�WXMCO#T9S1T9MIY9T[i9vdeM�R1rIWX]�K�UIUIS1\GK=Y�r�7j^T K�S1TpB\�]1R�WXMGRAT9S1T9]1R1T9n�WXM�UIS1\�UcT9S1R1WZT9]6\�OInIT/acMIWXR1WZ\�MI]\�O^WXS1S1T9VXT9s�K�MIY9T�R1rcK�RK�S1T�WXMCO#\�S1pqK�R1WXs�T'WXMnIT9]1WZf�MIWXMIfqWXMCO#T9S1T9MIY9T�pBT9RArI\GnI]R1rcK=R'QIR1WZVXWDC9T�WZS1S1T9VXT9s�K�MIY9T�v�c\�S T � K�ptUIVXT��j^T�K�SAT'WXMCR1T9S1T9]AR1T9nqWXMtjlrIT9R1rIT9SlWXSAS1T9VXT9s!K=MIY9TY9V�K�WXpt]-Y[K�Mqm5T�K�QIR1\�pqK�R1WZY[K�VXVXNnIT9S1WZs�T9n�rI\�j RArIT�Y9V�K�WZpB]lY/rcK�MIf�T�jlrIT9MR1rIT � Y/rcK�MIf�T9]7 K�MInR1rIT�QIR1WXVXWZR*Nt\�O-S1T9pt\�sGWZMIf�WZS1S1T9VXT9s�K�MGRkOeK�Y9R1][vE^rIT`O#\�VXVX\�jlWZMIf�T � K�pBUIVZT'WXVZVXQI]1R1S�K=R1T9]^R1rIT9]1TUIS1\�U5T9S1R1WXT9]7v

    � U,7AQS�T5� ��+O��!B G^\�MI]1WXnIT9StR1rITqO#\�VXVX\�jlWZMIf�uCMI\!jkVXT9nIf�T�mcK=]1Tl����^nIT9]1Y9S1WZmIWXMIfE]AR1QInIT9MGRA]�K�MIn R1rITY9\�QIS1]AT9]lWXMqjlrIWXY/rqR1rIT9NqY[K�Mq]AT9S1s�T�K�]lRAT[K�Y�rIWZMIf K=]1]1WX]1R/K�MGRA][v

    � #i�sA�� E 2����� AUC(C�g ��%���i���� ADC&C�g �l%���i9v� R ��� ADC&C���� A�Lg �l%���i���� ADC&C�g �l%���i9v��� ��� ADC&C�g ��%���i �!�#"$"$%'& � A � "�( � C(E�g �Li)�+* A 2-,/. g ��%���i(v��0 ��� ADC&C�g ��%���i �g��21M��l�l�i)�3�#"$"$%'& � A �� "�( � C&E�g �Li9v4 #i�sA��5� E 2��6� ADC&C�g7 � E � % l i9v4 R ��� AUC(C���� A�Lg7 � E � % l i9v4 � ��� AUC(C���� A�Lg7 � E � % \ l i9v4 0 ��� AUC(C���� A�Lg7 � E � % � l i9v

    pCQIUIUc\�]1T�j^T`jK=MGRR1\�acMIn�K�VXVcRArIT l�l��eVXT9s�T9VcY9V�K�]A]1T9]^WXMBjkrIWXY�r��5S1T9ntWX]^GQcK�VZWbacT9nqR1\�m5T�K�R1T[K�Y/rIWXMIfK�]1]AWX]1R�K�MCR[�Wev%T�vXCR1rITCQIT9S1NqWX]98Cg���i�-:* A 2-,/. g7 � E � %���i��g���Z- l K�MIn��]1\5cj^T]1rcK�VZV6QI]1T?8hR1\qnIT9MI\�R1ThR1rIT�CQIT9S1N@* A 2 ,A. g7 � E � % l i9v E^rIT�GQIT9SANB8PY[K�MLm5ThnIT9S1WXs�T9nyT9WZR1rIT9SmGNQI]1WXMIf 4 #[ 4 0 K�MIn�R1rITlS1QIVZT9] � #9 ��� K�MIn � 0 �\�S�mGN�QI]1WXMIf 4 R 4 0 K�MInhR1rIT^S1QIVXT9] � R ��� K�MIn � 0 v!]lT9MIY9T�T[K�Y/rL\�O^R1rIThf�S1\�QIMInEK�R1\�pt] 4 # 4 R K�MIn 4 � WX]�WXS1S1T9VXT9s�K�MCRR1\qR1rIThCQIT9S1NjlrIT9M�Y9\�MI]1WXnIT9S1T9n�K�VX\�MIT�mcT9Y[K=QI]1TlO#\�S�T[K�Y/rh\�MIT��R1rIT'K�MI]Aj T9S�RA\�R1rITlCQIT9S1N�Y[K�Mhm5TlnIT9S1WXs�T9nhjlWXR1rI\�QIR�WXR[v2]k\�j^T9s�T9S[�R1rIT9S1T`K�S1TnIWhI�T9S1T9MIY9T9]�mcT9Rzj^T9T9MLR1rIT9]1T�WXS1SAT9VXT9s!K�MIY9TPY9V�K�WXpt][vXpCU5T9Y9WbacY[K�VXVXN� 4�� WZ]MI\�RQI]1T9nLWXMLK�MCNnIT9S1WXs�K�R1WX\�M\�O6RArIT'CQIT9S1N�v�J\�S1Tkf�T9MIT9S�K�VXVZN��OeK�Y9R1]\�O6R1rITkO#\�S1p:�

  • S1QIVXT9]�QI]1T9n�WXMEK=MGNLnIT9SAWXs!K�RAWX\�ML\�OA8Cv[E�\o]1T9T�K=MI\�R1rIT9S�RzNGU5TB\�OlWXSAS1T9VXT9s!K=MIY9T�6Y9\�MI]1WXnIT9S�R1rITtGQIT9S1N* A 2-,/. g7 � E � %J��l i9v6E^rITLK�RA\�p �\�S�]1U5T9T9nIWXMIfQIUWXMCO#T9S1T9MIY9T�v ]l\�j^T9s�T9S[ WXR']ArI\�QIVXn�m5T�T9pBUIrcK�]AWDC9T9n�R1rcK=RlR1rIThK�UIUIS1\GK=Y�roj T�rcK7s�T�R�K=u�T9M�WX]`WXMCR1T9MInIT9nR1\mcToT9s!K�VZQcK�R1T9nw\�MwWXRA]�QI]AT/O>QIVXMIT9]A]hO#\�S�]1UcT9T9nIWZMIfEQIUwWXMCO#T9S1T9MIY9T�^MI\�R�\�MwrI\�j j^T9VXV^WXR�Y[K�UIRAQIS1T9]WXMCR1QIWXR1WZs�T'MI\�R1WX\�MI]^\�O�WXS1S1T9VZT9s!K�MIY9T�v

    _`]�WXVXVZQI]1R1S�K�RAT9n�mCN�RArIT'K�mc\�s�T^T � K�ptUIVXT��R1rIT9S1T^WX]MI\��2G� kmcT9]1RnIT/acMIWXR1WX\�M�\=O WXS1SAT9VXT9s!K�MIY9T�v �c\�ST � K�pBUIVZT��j T�Y[K�MnIT/acMIT�KPO#\�S1phQIV2K���R1\qmcTPWXS1S1T9VXT9s�K�MCRR1\[� W O R1rIT9S1TPWX]]1\�ptT�nIT9S1WXs!K=R1WX\�M\�Ov�R1rcK�R`nI\CT9]�MI\�RY9\�MCR�K�WZM���\�SK�VXRAT9S1McK�R1WXs�T9VXN�cj^T�Y[K�MS1T9CQIWXS1T�R1rcK�R� nIT9S1WXs!K=R1WX\�M\�OM� Y9\�MCR�K�WXMI]�v ErIT9S1T/O>\�S1T�cj^TnIT9]1Y9SAWXmcThK�]1UcK=Y9T�\�O�Uc\�]A]1WXmIVXT�nIT/acMIWXR1WX\�MI]k\�O-WXS1S1T9VZT9s!K�MIY9T�cK=MIn�WXMCs�T9]1R1WZfGK�R1T`R1rITUIS1\�U5T9S1R1WXT9]k\�O-s!K�SAWX\�QI]lnIT/acMIWXRAWX\�MI]ljlWZR1rIWXMqR1rIWX]`]1UcK�Y9T�v c QIS`]1UcK�Y9T�WZ]'mcK�]AT9n�\�M�KPUIS1\C\�O �eRArIT9\�S1T9R1WXYK�McK�VZNG]1WZ]l\�O-WXS1SAT9VXT9s!K�MIY9T�5Wev%T�vZc\�MoWXMCs�T9]1R1WXfCK�R1WXMIf�R1rIT�jK7NC]lWXMjlrIWXY/rqO#\�S1pPQIV�K�]^Y[K�M�UcK=S1R1WXY9WXUcK=R1TWXMnIT9S1WXs�K�R1WX\�MI] \=O R1rITCQIT9S1N�v�d M�Y9\�MCR1S�K=]1R[�pCQImIS�K�pqK�MIW�K�M4�ak�k���nIT9]1Y9S1WZmcT9nyK � ��#�� �fe ��1��2>�K�Y9Y9\�QIMCR\�O�WXSAS1T9VXT9s!K=MIY9T�v ]kT9SPO>S�K=pBT9j^\�S1uY9\�MI]1WXnIT9S1]q\�MIVXNwR1rITqO#\�S1pPQIV�K�]�WXM}RArIT � `^MI\�RtR1rIToUc\�]1]AWXmIVXTnIT9S1WXs�K�R1WX\�MI]\�O R1rITPGQIT9S1N�vG^\�MI]1T9CQIT9MCR1VXN��j^ThK�S1ThK�mIVZThR1\qpqK�u�TacMIT9S�nIWX]1R1WZMIY9R1WX\�MI]R1rcK=MyRArI\�]1TpqK�nITlWXMqpCQImIS�K=p�K�MIW2K�M��%]O#S�K�ptT9j \�S1u v;_ pt\�S1TlnIT9R�K=WXVXT9ntY9\�pBUcK=S1WX]1\�M�jlWZR1r pCQImIS/K�p�K=MIW�K�M��%]j \�S1uK�UIU5T[K�S1]lWXMqpCT9Y9RAWX\�Mq�Iv

    � >�� 6 ¡H�@ 8�� ^ @"_�:~� ~98;:H

    deM R1rIWZ]q]1T9Y9R1WX\�M�^j^TLK�]1]AQIpBTqR1rcK=RBR1rITf�WZs�T9M GQIT9S1N � WX]qKLY9VZ\�]1T9n O>\�S1phQIV�KIv�� � RAT9MInIWXMIfwR1rITnIT/acMIWXR1WZ\�MI]l\�O�R1rIWX]^]1T9Y9R1WZ\�MqR1\BK�CQIT9S1NtjlWXR1rPO#S1T9T�s�K�S1W�K�mIVZT9] WZ]l]1R1S�K=WXf�rCRzO>\�S1jlK�S1n�v

    �T/acMIWZR1WX\�MI]�WXMPR1rITl]1UcK�Y9Tks!K�S1NhK�VZ\�MIfRzj \�K � T9][vd MhR1rIT^acS1]AR K � WX][�j^TlY9\�MI]AWXnIT9S-nIWhI�T9S1T9MCR�jlK7NG]\�O6nIT/acMIWZMIfYk�9/2!��2#��/19X9�� /[�Wev%T�vX�WXS1S1T9VZT9s!K�MIY9T\�O�K�]AQImG1T9Y9R��qR1\hKt/�C�X`nIT9S1WXs�K�R1WX\�M[� \�OR1rIT�GQIT9S1N[�v��T9S1WXs�K�R1WX\�MtWXS1SAT9VXT9s!K�MIY9T�WX]lf�WZs�T9M�mCNBnIT/acMIWZMIf�K�mIWXMcK�S1NtUIS1T9nIWXY[K=R1T����cg�� %{�Bi(vKE^rITO#\�VXVX\�jlWXMIf�K�S1T�K�O#T9j T � K�ptUIVXT9]^\�O6rI\�j ���hY[K�Mqm5T�nIT/acMIT9n,�

  • � � �(#9g �K%��tiWbO � �4Y@\AUC(E�g��ti9v

    � � � R g �K%��tiWbO � �4Y�ov

    � � � � g �K%��tiWbO>@\AUC(E�g��ti �� - �6v

    � � � 0 g �K%��tiWbO>@\AUC(E�g��ti �� - �yK=MInY@BADC&E�g��Bi �� -�� �

    �T/acMIWXR1WZ\�M�� � # SAT9GQIWXSAT9]�R1rcK�R �tMI\�RmcTlWXMPR1rITl]1QIUIU5\�S1R-]AT9R-\�O�R1rITlnIT9S1WXs�K�R1WX\�M �ov �T/acMIWXR1WX\�M ��� RWX]l]AR1S1\�MIf�T9SlK�MInoS1T9CQIWXS1T9]lR1rcK=R �~MI\�RlmcT�K�MCNGjlrIT9SATWXMY��v �T/acMIWXR1WX\�MY��� � WX]lT9s�T9Mq]1R1S1\�MIf�T9S'K�MInS1T9CQIWXS1T9]lRArcK�R ��MI\�RlmcT�K�VX\�f�WZY[K�VcY9\�MI]AT9GQIT9MIY9T�\�O6RArIT`O>\�SAphQIV�K�]WXMY@BADC&E�g��Bi(cK�MInl��� 0 S1T9GQIWZS1T9]R1rcK�R�� �LMI\�R`mcT�KhVZ\�f�WXY[K�V;Y9\�MI]1T9CQIT9MIY9T�T9WZR1rIT9S[v ErIT�S1T9V�K=R1WX\�MI]1rIWZUqmcT9Rzj^T9T9M�R1rIT9]1T�nIT/acMIWXR1WX\�MI]'\�O���hY[K�M� R1rIT9S1T/O#\�S1T�CmcT�]1QIpBpqK�S1W`C9T9nBK�]^O#\�VXVX\�jl]��

    � 0�

  • E^rITkO>\�S1phQIV�K��qWX]]�K�WXnPR1\�m5TBg-/&i� ���/19X9����R1\�R1rIT'CQIT9S1N��wjkWXR1r�S1T9]1U5T9Y9RlR1\B�q"����K=MIn;V>��nIT9MI\�R1T9nomGN�� �cg �K%)� %{�[%���� % V>�1i9CWbOM� �5g �K%��ti�rI\�VXnI]^O#\�S^]1\�ptT � 4[V>��g��hi9vE^rIT�O#\�S1phQIV�K �WX]`]�K�WXnoR1\Bm5Tt �21�C� �h2�19X(!�R�^R1\BRArIT�CQIT9S1NG� jlWXR1rqSAT9]1UcT9Y9RR1\[�q7���qK�MInV>��InIT9MI\�RAT9nqmGN�� �5g �K%��,%�� %�� �"%)V>�*i9 WbOI���cg �K%{�BirI\�VXnI]O>\�S^T9s�T9SAN.� 4[V>��g��hi9vd#OBVXW-g��hi�WX]hT9ptUIRzN g#W v%T�vX$� WX]hMI\�RhnIT9S1WXs�K�mIVXTqO#S1\�p �hi9R1rITtO>\�S1phQIV�K � WX]hm5\�R1r}j^T[K�uCVXNwK�MIn]1R1SA\�MIf�VXNhWZS1S1T9VXT9s�K�MGR^R1\L� v �

    d Mw\�QIS�nIWX]1Y9QI]1]AWX\�M��j^TtjK=MGR�R1\oS1T/O>T9SPR1\WXS1S1T9VXT9s�K�MIY9Tt\�O K�9��\=OlO>\�S1phQIV�K�]7v�5\�S1pqK�VXVXN��j^TnIT/acMIT�WZS1S1T9VXT9s�K�MIY9T�\�O�K�]1T9Rl\�OO#\�S1phQIV�K=]-mCNBT � R1T9MInIWXMIfhRArITnIT/acMIWXR1WX\�Mq\=O>���A�

    � &%$�d�$�\�StK]1T9Rt\�O uCMI\�jlVXT9nIf�TqmcK=]1T9][v �c\�ShT � K�ptUIVXT��WXM R1rITY9\�MCR1T � R�\�Oi]l\�SAM"�eS1QIVXThuCMI\�jlVXT9nIf�ThmcK=]1T9][�j^ThpqK7N�jlK�MCRR1\quCMI\!j jlrIT9R1rIT9S�KqS1QIVXTPWX]�WXSAS1T9VXT9s!K=MGRjlWXRArySAT9]1UcT9Y9RR1\�K=VXV6RArIThuGMI\�jlVZT9nIf�T�mcK�]1T9]R1rcK�RrcK7s�T�R1rIT�]�K=pBT�S1QIVXT9]hg#mIQIRpqK7NqrcK[s�T�nIW I T9SAT9MGRf�S1\�QIMIn�K�R1\�pt]�i9v LTT � RAT9MIn�R1rITnIT/acMIWXRAWX\�MI]lR1\�]1T9RA]l\�O�uGMI\�jlVXT9nIf�TmcK�]1T9]'K�]O>\�VZVX\�jl]��

    � &%$�d�$���WZ] KPO#QIMIY9R1WX\�MoR1rcK�R`f�WXs�T9MK � /� 4� S1T9R1QIS1MI]�KP]1QImI]1T9R\=O-R1rIT�nIT9S1WZs!K�R1WZ\�MI]xV W g��hi1i9v E^rITnIT/acMIWXR1WZ\�MtO>\�Sl]1R1S1\�MIf�WZS1S1T9VXT9s�K�MIY9TWX]lT � R1T9MInIT9n�VZWXu�T9jlWX]AT�v �

    ErITB]1UcK=Y9Tq\�O'nIT/acMIWXR1WZ\�MI]�WX]�]1QIpBpqK�S1W`C9T9nLWXM ��WXf�QIS1T v � \�WXMIfmcK�Y�uR1\ � � K�pBUIVZT>\Iv j^TY[K�Mq]1T9T�nIWhI�T9S1T9MCR uCWXMInI]l\=O WXSAS1T9VXT9s!K=MIY9TY9V�K�WXpt][v2ErIT�K�R1\�p 4 #lWX]lj^T[K�uCVXNhWXSAS1T9VXT9s!K=MGR^R1\hRArITGQIT9S1N8,- * A 2 ,A. g7 � E � % l i9�]AWXMIY9T�R1rIT9SAT�WX]'K nIT9S1WXs!K=R1WX\�Mq\�O 8�R1rcK=RlnI\GT9]`MI\�RlQI]AT 4 #�g#Wev%T�vZGWZRlQI]1T9] 4 RWXMI]1RAT[K�nci9vXG^\�MI]1T9GQIT9MCR1VXN��� �5g 4 # % 8D%�� � %���� R %)V���g��hi1ikrI\�VXnI]7vXpCWXptWXV�K�S1VZN�O>\�SR1rIThK�R1\�p 4 R v E^rITK�R1\�p 4�� WX]6]AR1S1\�MIf�VZNlWXS1S1T9VZT9s!K�MCR�R1\>8C[m5T9Y[K�QI]1T^MI\�MIT-\=OcR1rIT-nIT9S1WZs!K�R1WZ\�MI]�\�O-8^QI]AT9]6WXR7v,G^\�MI]1T9CQIT9MGRAVXN�� �5g 4�� %�8U%{���&%{� � R %�V��[g��hi1irI\�VZnI][v

    ErITBK�R1\�p 8(#B- * A 2 ,A. g7 � E � % ��l i^WX]�]AR1S1\�MIf�VZNqWXS1S1T9VXT9s�K�MCRR1\=8tWbO^j^ThY9\�MI]1WXnIT9S�nIT9S1WXs�K�R1WX\�MWXS1SAT9VXT9s!K�MIY9TmcK=]1T9nB\�MY� � R v!]k\!j^T9s�T9S7�WbO6j^TY9\�MI]AWXnIT9S^nIT9S1WXs!K=R1WX\�MtWXS1S1T9VZT9s!K�MIY9TmcK�]AT9nq\�M.��� � CR1rITK�R1\�p 8 # WX]^MI\�R^]1R1SA\�MIf�VXNhWZS1S1T9VXT9s�K�MGRR1\ 8CG]AWXMIY9TR1rIT`O#\�S1phQIV�K=]�QI]1T9nqR1\�nIT9S1WXs�T>8�Y[K�M�K�VX]A\�mcTQI]AT9nR1\hnIT9SAWXs�T68(#[v

    ��WZMcK�VXVXN��]1QIUIU5\�]1TR1rcK=R 8 # WX]^R1rIT`GQIT9SAN�v�d#O6j^T`Y9\�MI]1WXnIT9S^R1rIT]AT9R \=O;K=VXVcnIT9S1WZs!K�R1WZ\�MI]^\�O 8 # CR1rIT9MR1rIT�K�RA\�p:� ADC&C���� A�Lg7 � E � % ��l�\�ij \�QIVXnBMI\�R m5T]1R1S1\�MIf�VXNhWXSAS1T9VXT9s!K=MGRR1\�R1rITGQIT9SANyg#rcK=nBWXR^m5T9T9MWXMR1rIT � ^i95]1WXMIY9T�WXR`Y[K�MmcThQI]1T9nWXMLKtnIT9S1WZs!K�R1WZ\�M�\�O 8(#hg#RA\BnIT9S1WZs�T6� " "$%'& � A � "�( � C&E�g7 � E � i1i9v]k\!j^T9s�T9S7�WbOj TqY9\�MI]1WXnIT9St\�MIVXN�nIT9S1WXs!K=R1WX\�MI]�WXM jlrIWXY/r @BADC&E�g��BiPWX]hptWXMIWXpqK�Vlg#Wev T�vX�R1rIT9S1TqWZ]hMI\]1QImI]1T9R`\�O8@\AUC(E�g��ti`R1rcK�R`WX]lT9MI\�QIf�ryRA\BnIT9S1WZs�T�R1rIT�GQIT9SAN i95R1rIT9M?� ADC&C�� �PA��Lg57 � E � %J��l�\�ij^\�QIVXnMI\�RmcTUcK�S1R\�O K�MCN�nIT9S1WXs�K�R1WX\�MP\�O 8(# K�MIn�CR1rIT9SAT/O>\�SAT�Gj^\�QIVZnhmcT`]1R1S1\�MIf�VXN�WXS1S1T9VZT9s!K�MCR-R1\�R1rIT`GQIT9S1N8(#[v

    m

  • Derivation-irrelevance: Irrelevancew.r.t. a single derivation, DI.

    A1

    A2

    A 3

    Strong irrelevance

    Weak irrelevance

    Set ofderivationsto consider

    All derivations

    DI DI DI DI1 2 3 4

    WI:Not used in somederivation of the query.

    SI: Not used in any derivation

    Minimal supportderivations

    Minimal derivations(no loops)

    ��WXf�QISAT �_ ]1UcK�Y9T̀ \�O�nIT/acMIWXR1WX\�MI]̂ \�O�WXSAS1T9VXT9s!K=MIY9T�vTErITlacS1]AR K � WX]-Y9\�MI]1WX]1R1]\�O�nIWhI�T9S1T9MCR-nIT/acMIWXR1WZ\�MI]\�OcnIT9S1WZs!K�R1WZ\�M�WXSAS1T9VXT9s!K=MIY9T�vTErIT-]1T9Y9\�MInhK � WX]Y9\�MI]1WX]AR1]6\=OcR1rIT-]1T9R\�OcnIT9S1WZs!K�R1WZ\�MI]6Y9\�MI]1WXnIT9S1T9n�v LT[K�uWXS1SAT9VXT9s!K�MIY9TqK�MInw]1RAS1\�MIf�WZS1S1T9VXT9s�K�MIY9TBnIW I T9S�WXM�R1rITtjlK[Nj TtCQcK�MGRAWbO>N6���)3'\�s�T9S�RArITqnIT9S1WXs!K=R1WX\�MI]Y/rI\�]1T9MqWXMqR1rIT�]1T9Y9\�MIn�K � WX][v

    � >�� �éU8�.@� ̀ ~9@-8�� ^ @"_�:~� ~98;:H ~9: nH@ ¡IQ�@

    rIT9M�WXMGs�T9]1R1WXfGK=R1WXMIf̂ WXS1S1T9VZT9s!K�MIY9T̂ Y9V�K�WZpB][(]1T9s�T9S�K�VCUc\�R1T9MGRAW�K�VCUIS1\�UcT9SAR1WXT9]�K�S1T̂ \�OcWXMCR1T9S1T9]1R ��R1rITlK�Y9R1QcK�VUIS1\�U5T9S1R1WXT9]7�rI\!ĵ T9s�T9S7�s!K�S1N�GQIWZR1TlKmIWXR�K�]�ĵ Tlpt\!s�TO>S1\�p \�MIT̂ nIT/acMIWXR1WX\�MPWXM�R1rIT̂ ]1UcK�Y9TlR1\�K=MI\�R1rIT9S[vc MITtu�T9NLUIS1\�U5T9S1RzNWX]�jlrIT9RArIT9S�WXS1SAT9VXT9s!K�MIY9TtY9V�K�WZpB]̀ Y[K�M�mcTtnIT9S1WXs�T9nwK�QIR1\�pqK�R1WZY[K�VbVXN�vZpCT9Y9R1WX\�MI] �K�MInS�nIWX]AY9QI]1]�R1rIWZ]�UIS1\�U5T9S1RzNWXMLR1rITtY9\�MCR1T � R\=O]AT9s�T9S�K�VnIT/acMIWXR1WX\�MI]�\�OlWXS1S1T9VZT9s!K�MIY9T�vT9VX\�j ĵ T]1QIptp�K=S1WDC9T'K�MInT � UIV�K�WXMqRArIT�]1WXf�MIWbacY[K�MIY9T�\=O ]1\�pBT\�RArIT9S'UIS1\�UcT9S1R1WZT9]l\�O-WXS1SAT9VXT9s!K�MIY9T�Y9V�K�WXpt]̂ R1rcK�RK�S1T\=O UIS�K=Y9R1WXY[K�V�WXMCR1T9S1T9]1R̂ WXMq]AUcT9T9nIWXMIftQIUqWXMCO#T9S1T9MIY9T�v ErITUIS1\G\=O>]'K=S1Tf�WXs�T9MqWZMqR1rIT�K�UIUcT9MInIW � v

    � V) "

  • � V>� �=c �feI ���2!(����� � ��1i � � �5g � R %)� % �,%����"%)V>�*i� �5g ��# %)� % �,%���� % V>�1i � ���cg�� R %��,% �,%�� �P% V>�1i

    ��' � � �fe �� �(19 /`J�GX9�=�/���hcX��# �K�feI9

    � �5g �K%��,%��X%�� � 0 %�V � i � � �5g � �K%��,%��,%���� 0 %�V � i���cg �K%)� % �X%�� � 0 %�V>�9i � ���cg � � %)�,%���%���� 0 %)V>�i

  • ��� � �5���5g�d�# %��ti-�[���5g�d R %��ti � ���5g�d�#��Yd R %��ti �9���2 k�(�2! �2>�5x� 4[V>� �K�fe 9

    � �5g�d�#{%��,%��,%{���P% V>�i ��� �5g�d R %��,%��,%����P% V>�i � � �5g�d�#��Gd R %��,%��,%{���P% V>�i���cg�d�#�%��,% �,%����"%�V>�zi�� � �5g�d R %��,%��,%����P% V>�i � � �5g�d�#��[d R %)� % �,%�� � % V>�1i

    �� � �5� � �}� k� 2�/�c/���#9R���2�feI(

    � �5g�d,%��,%{�[%���� R %�V W g��hiAi�� � �5g�d,%)�,%���� � %���� R %�V W g��Pi1i

    � S1\�U5T9S1RzNL_ l~f�QcK�S�K�MCR1T9T9]�R1rcK�R�j^TqY[K�MwS1T9pt\�s�TBK�MwWZS1S1T9VXT9s�K�MGR�OeK�Y9R�jlWXR1rI\�QIR�Y/rcK�MIf�WZMIfLR1rITK�MI]1j^T9SR1\R1rITlCQIT9S1N�v� S1\�UcT9SAR1WXT9]-_ � _ ]1rI\�j}rI\�jwR1rIT`S1T9V�K=R1WXs�T]1R1S1T9MIf�RArh\�O�WXS1S1T9VZT9s!K�MIY9TlY9V2K�WXpt]WX]'K8I T9Y9RAT9n�K�]lK�S1T9]1QIVXRk\�O Y/rcK�MIf�WZMIf�]A\�pBT`\�O�R1rITUcK�S�K=pBT9R1T9SA] \=O6R1rIT9]1T�Y9V�K�WXpt][v

    d MLf�T9MIT9S�K=Ve�WXSAS1T9VXT9s!K=MIY9TBY9V�K=WXpB]`WXML\�QIS�]1UcK�Y9TtK�S1ThMI\�R�UIS1T9]1T9S1s�T9nLQIMInIT9S�T9GQIWXs�K�VXT9MIY9Tt\�OlR1rIT]1QImGAT9Y9R[ICQIT9S1N�I\�SluGMI\�jlVZT9nIf�TmcK�]1T�v�_`VXR1rI\�QIf�rqUIS1T9]1T9S1s�K�R1WX\�MqQIMInIT9S'T9CQIWXs!K=VXT9MIY9T�rcK�]kmcT9T9MY9\�M"�]1WXnIT9SAT9n McK=R1QIS�K�V^O#\�SqKLY9\�pBpt\�M"�e]1T9MI]1TqMI\�R1WX\�M \�O�WXS1S1T9VZT9s!K�MIY9Tg�a����*^j^TomcT9VXWXT9s�TyRArcK�RBWZRhWX]tMI\�RMIT9Y9T9]1]�K=S1WXVXNEK=UIUIS1\�UIS1W�K=R1TBjkrIT9M K�McK�VZNC9WXMIfWXSAS1T9VXT9s!K=MIY9TtO>\�SPR1rITqUIQIS1Uc\�]1Tq\�O]1UcT9T9nIWXMIf�QIUwWXMCO#T9S �T9MIY9T9][v���SA\�UcT9S1RzN_ �qWXnIT9MCR1WbacT9]]1\�pBT�Y[K�]1T9]�WXMLjlrIWZY�rLWZS1S1T9VXT9s�K�MIY9ThY9V�K�WZpB]K�S1ThUISAT9]1T9S1s�T9nLQIMInIT9ST9CQIWXs!K�VZT9MIY9T�v� S1\�U5T9S1RzNB_ bhWZ]']1WZpBWXV2K�S-WXMoR1rIT�]1T9MI]1T�R1rcK�R`WXRl]1rI\�jl]`jlrIT9MWXS1S1T9VZT9s!K�MIY9T�Y9V�K�WXpt]lK�S1TY9VX\�]AT9nqQIMInIT9S'MIT9fGK=R1WX\�M�v

    � S1\�U5T9S1RzN'_ �`]1rI\�jl]�jlrIT9M�WXSAS1T9VXT9s!K=MIY9T Y9V2K�WXpt] Y[K=M�m5TlK�nInIT9n�QIU�vTErIWX]6UISA\�UcT9S1RzNWX]WXptUc\�SAR�K�MCRjlrIT9MwKt]1NC]1R1T9p MIT9T9nI]�R1\qnIT9RAT9S1pBWZMIT�jkrIT9R1rIT9S�WXR�Y[K�MLQI]1TtK�VXV�R1rIThWZS1S1T9VXT9s�K�MIY9ThY9V�K�WZpB]`WXR�rcK=]\�SjlrIT9R1rIT9S�QI]1WXMIfqY9T9S1R/K�WXM\�MIT9]jlWXVZV�OeK�VX]1W O>Nq\�RArIT9S1][v E^rITh]�K�ptT�UISA\�UcT9S1RzNonI\GT9]�MI\�RrI\�VXnoO#\�Sj^T[K�uWXS1SAT9VXT9s!K�MIY9T�vPdeMLf�T9MIT9S�K�Ve�K�nInIWZMIf�MIT9j O#\�S1pPQIV�K�]lR1\qRArIThuGMI\�jlVZT9nIf�T�mcK�]1ThpqK7NqY[K�QI]1TBKPO#\�S1phQIV2KR1rcK�R^jlK�]^WXS1SAT9VXT9s!K�MCR^R1\�mcT9Y9\�ptTS1T9VXT9s�K�MCRl\�S^sGWZY9Ts�T9S1]�KIvd MqUcK�S1R1WXY9QIV2K�S[Cj^T[K�uhWXS1SAT9VXT9s!K�MIY9TY9V2K�WXpt]Y[K�MoY�rcK�MIf�T�T9s�T9MojlrIT9M�R1rIT�K�nInIT9nqO#\�S1pPQIV�K�] K=S1T�VX\�f�WXY[K�V�Y9\�MI]1T9CQIT9MIY9T9]\�O�R1rIT�uCMI\�jlVXT9nIf�TmcK=]1T�vdeMtY9\�MCR1S�K�]AR[GK�]���S1\�UcT9S1RzN�_ k�]1rI\�jl]7�]1R1SA\�MIf�WXSAS1T9VXT9s!K=MIY9T'Y9V�K=WXpB]�nI\�MI\�R^Y�rcK=MIf�T'jkrIT9MBj^TlS1T[K=]1\�MjlWXRArBT � WX]1R1WZMIf�uCMI\!jkVXT9nIf�T�v �c\�S^j^T[K�uhWZS1S1T9VXT9s�K�MIY9T'RArITWXpBUIVZWXY[K�R1WX\�MO#S1\�p S1WXf�rCR-RA\�VZT/O>RWXMB_ k�nI\CT9]MI\�RlrI\�VXn�v

    � d�$'5'$�dJW@T9S1T9MIY9T�v^d MoO K�Y9R7IT � UIV2K�McK�R1WX\�MqmcK�]1T9n�VZT[K�S1MIWXMIfh]ANG]1RAT9pB] �ab�m8�6nI\T � K�Y9R1VXNR1rITt\�UIUc\�]1WXR1T �R1rcK�R�WX][R1rIT9NLK�nIn�S1T9nIQIMIncK�MCR�S1QIVXT9]qg#jlrIWXY/r��WZME\�QIS O>S/K�pBT9j^\�SAu �j^\�QIVXnmcTPY9\�MI]1WXnIT9S1T9nj T[K=uGVXNoWXS1S1T9VZT9s!K�MCR�i9v E^rIT�QIR1WXVXWZR*Nq\=OK�nInIWXMIfo]1QIY/rLS1QIVXT9]WX]�Kt]AQImG1T9Y9R�\�O \�MIf�\�WXMIfS1T9]1T[K=S1Y�rLg T�v%fcvXR�ab�kCA\ kG �IA��lf�>i9v

    �5\�S�]1R1SA\�MIf�WXSAS1T9VXT9s!K=MIY9T�G]/K[sCWXMIf�]-K=S1Tlf�QcK�S/K�MGRAT9T9n�O>\�S-pqK�MGN�Y[K�]1T9][v �5\�S-T � K�ptUIVXT��WbO�R1rIT`Y9V�K�WXp� �5g�d,%)�,%��[%�� � R %)V W irI\�VXnI]�g#W v%T�vXIK�VXV�nIT9SAWXs!K�RAWX\�MI]l\�O�R1rIT�GQIT9S1N�K=S1TY9\�MI]1WXnIT9SAT9nci9cRArIT9M�nIT9S1WXsCWXMIf

    \

  • �O#S1\�p � �dwY9\�]1RA]�MI\pB\�SAT-R1rcK�M�nIT9S1WZsGWXMIf`WXRO#S1\�p �qv!E^rIWX]�UIS1\�UcT9S1RzN�K=VX]1\`rI\�VXnI]�WbO�j T^Y9\�MI]AWXnIT9SK�]1T9Rl\�OnIT9S1WXs!K=R1WX\�MI]vV W� g��Pi9C]1QIY�rqRArcK�R^R1rIT'WZMCO>T9S1T9MIY9T�T9MIf�WXMITWX]lK�VZjK7NC]-f�QcK=S�K�MCR1T9T9nBRA\�acMIno\�MIT\�O�R1rITlnIT9SAWXs!K�RAWX\�MI]�WXM�V W� g��PimcT/O#\�S1T`WXRacMInI]^\�R1rIT9S1][v;deMt]1QImI]1T9CQIT9MGR]1T9Y9R1WX\�MI][�j^TljlWZVXVG]ArI\!j R1rcK�RWXMh]A\�pBT]1WXR1QcK=R1WX\�MI]�WXR�WZ]�Uc\�]1]AWXmIVXTlR1\T/|tY9WXT9MGRAVXN�nIT9R1T9SApBWXMIT^R1rITO K�Y9RA]-R1rcK�R-K=S1T^]1R1S1\�MIf�VXN�WXSAS1T9VXT9s!K=MGRR1\�K GQIT9S1NhK�MInPR1rcK�R�S1T9pt\�sGWXMIf`]1QIY/r�OeK�Y9R1]�NCWXT9VXnI]-]AWXf�MIWbacY[K�MCR�]�K7sCWXMIf�]WXMhUIS�K�Y9RAWXY9T�v!E^rIT9]1Tl]�K7sCWXMIf�]Y9\�ptTlO#S1\�p ]1T9s�T9S�K�V�]1\�QIS1Y9T9]��

    � �^T9pB\�sCWXMIf�WZS1S1T9VXT9s�K�MGRO K�Y9RA] UISAQIMIT9]'mIS�K=MIY�rIT9]`\�O6R1rIT�]1T[K�S1Y/rq]1UcK�Y9T�v

    � JyQIY/rt\�O�R1rIT'Y9\�]1R^\�O6S1T[K�]A\�MIWXMIf�WZM�K V�K�S1f�TkuGMI\�jlVXT9nIf�T'mcK�]AT'WX]^WXMtnI\�WXMIf�ncK�R�K�mcK=]1T'VZ\G\�uCQIUI][v�^T9pB\�sCWXMIfKV�K�SAf�T^MGQIphm5T9S�\�O�WXS1S1T9VZT9s!K�MCR�f�S1\�QIMIn O K�Y9RA]-K�R�R1rITl\�QIRA]1T9R-]1WZf�MIWbacY[K�MCR1VXNS1T9nIQIY9T9]R1rITY9\�]1Rl\=O6T[K�Y/r�VX\C\�uCQIUq\�UcT9S�K=R1WX\�M�v

    � d#O-QIUcncK=R1T9]'RArcK�RlWXMCs�\�VXs�T\�MIVXNtWXS1S1T9VXT9s�K�MCR^O K=Y9R1]'K�S1T�p�K=nITR1\hR1rIT � '5R1rIT9MoR1rIT�K�MI]Aj T9S`R1\K�GQIT9SANBMIT9T9noMI\�RlmcT�S1T9Y9\�ptUIQIR1T9n�v

    � >�� é:H�8�� I`X~9:¤ �@�AD~98; I ^ @`_�:~�`~98k:H#~9:��0 D ¡IQ�@

    _`M}WXptUc\�SAR�K�MCR�Y9\�MGR1SAWXmIQIR1WX\�M�\�O�\�QISP]1UcK�Y9T�\=O�nIT/acMIWXR1WX\�MI]PWX]BRArcK�RhWXRhT9MIY9\�pBUcK�]A]1T9]hnIT/acMIWXR1WZ\�MI]\�O�WXS1S1T9VXT9s�K�MIY9TLUIS1T9sCWX\�QI]AVXN}nIWX]AY9QI]1]1T9n WXM R1rITLVXWXRAT9S�K�R1QIS1TK�MIn�R1rIT9SAT/O>\�SAT�'T9McK=mIVXT9]qQI]�R1\wpqK�u�TY9\�ptUcK�S1WX]A\�MI] K�pt\�MIf�R1rIT9pv LTpBT9MCR1WX\�Mh]1T9s�T9S�K=V�\�O6R1rIT9]AT�Y9\�ptUcK�S1WX]A\�MI]-m5T9VX\�j�v

    pCQImIS/K�p�K=MIW�K�MtWXMGs�T9]1R1WXfGK=R1T9]-]1T9s�T9S�K�V�nIT/acMIWXRAWX\�MI]l\�O�WXS1SAT9VXT9s!K�MIY9T�vdeMo\�QISkO>S�K=pBT9j^\�S1u��K�VXV;R1rIT9]1TnIT/acMIWXR1WZ\�MI]lK�S1T`WXMI]1R�K�MIY9T9]k\�O6j^T[K�uhWXSAS1T9VXT9s!K=MIY9T�vTErITp�K�WZMhnIT/acMIWXR1WX\�MqWXMGs�T9]1R1WXfGK=R1T9n�WXM_�ak�kf��WX]^R1rITO#\�VXVX\�jlWXMIf9�

    � &%$�d�$�\�S1phQIV�K�RAT9n�WZMB\�QISk]1UcK�Y9TK�] � �5g �K%��,%�� %���� 0 %�V W i9v!G^\�QIY�rIWXMIf pCQImIS�K�pqK�MIW�K�M�� ]�nIT/acMIWXR1WX\�MI]^WXMt\�QIS O>S�K=pBT9j^\�S1u]ArI\!jk]-rI\�j

  • \�R1rIT9SnIT/acMIWZR1WX\�MI]WXMR1rIT�]1UcK=Y9Th\�s�T9S1Y9\�ptT]1\�ptT�\�O^R1rIT�VXWXptWXR�K�RAWX\�MI]^\�O rIT9SnIT/acMIWZR1WX\�MI][v�deMUcK�S �R1WXY9QIV2K�S[�\�QISl]1UcK�Y9TWXnIT9MCR1WbacT9]kWXS1S1T9VXT9s�K�MIY9TnIT/acMIWXR1WZ\�MI]l]1QIY/rqR1rcK�R^S1T9pt\�sGWXMIf�WXS1S1T9VZT9s!K�MCRO K�Y9RA] VZT[K�nI]R1\o]1UcT9T9nIWXMIfQIU�WXMCO#T9S1T9MIY9T9]�K�MInO#\�S�jlrIWZY�rL]A\�pBT�O#\�S1pt]'\=Opt\�MI\�RA\�MIWXY9WXRzN�K�MInEK=nInIWXMIf��eQIU�rI\�VXng#UIS1\�UcT9S1RzNt_ ��i(v

    _`M�WXpBU5\�S1R�K=MGRY9\�MCR1S1WZmIQIR1WX\�M\�O'\�QIS�O#S�K�ptT9j^\�S1uqWX]�R1rcK=R�WXR�]1rIT9nI]hVXWXf�rGR�\�MERArITBUIS1\�mIVXT9p \�OnIT9R1T9Y9R1WZMIfyjkrIT9M}K�CQIT9S1N�WX]�WZMInIT9UcT9MInIT9MCRB\�OK�MEQIU5ncK�R1T_�a\ bG l8�*vdeMP�ab ���z6j^Tt]1rI\�j R1rcK�R�R1rITUIS1\�mIVZT9p \�OWXMInIT9U5T9MInIT9MIY9TL\�O�KGQIT9S1N�O#S1\�p KLnIT9VXT9RAWX\�MwQIUcncK=R1TY[K�M}m5T�T9CQIWXs!K�VZT9MGR1VZN�O>\�SAphQ"�V�K�RAT9n�K�]^R1rIT`UIS1\�mIVZT9p \=O6nIT9R1T9Y9R1WXMIfPj T[K=u�WZS1S1T9VXT9s�K�MIY9TWXMt\�QISO>S�K=pBT9j^\�S1utg#]1U5T9Y9WbacY[K�VXVXN�CnIT9R1T9Y9RAWXMIf� �cg �K%)� %{�[%����(# %)V W i1i9v>]k\�j^T9s�T9S[�KqY9VZ\�]1ThWXMI]AUcT9Y9R1WX\�ML\�O UISAT9sGWX\�QI]�j^\�S1uo\�MLR1rIWX]�UIS1\�mIVXT9p S1TJ�s�T[K�VZT9nER1rcK=R�R1rITqK�VXf�\�S1WXR1rIpt]'UISA\�Uc\�]AT9nLO#\�S�nIT9RAT9Y9R1WXMIfWXMInIT9UcT9MInIT9MIY9Toj^T9S1TBmcK=]1T9nE\�MEnIT9R1T9Y9RAWXMIf]1R1SA\�MIfqWXS1S1T9VZT9s!K�MIY9T�jlrIWXY/r�WX]�K pB\�SAT�SAT9]1R1S1WXY9RAT9nyY9\�MInIWXR1WX\�M�vtd nIT9MGR1W O>NCWXMIf�RArIWX]�S1T9V2K�R1WX\�MI]ArIWXUrcK�]VXT9nhRA\R1rIT'nIT9s�T9VX\�UIptT9MGR\�O�MI\�s�T9VcK�VXf�\�S1WXR1rIpt]�O#\�S�nIT9R1T9Y9R1WXMIf�WXMInIT9UcT9MInIT9MIY9T�5mcK�]1T9nP\�MBK�VXf�\�S1WXR1rIpt]O#\�SlnIT9R1T9S1ptWXMIWXMIf�]1R1S1\�MIf K=MIn�j^T[K�utWXS1S1T9VXT9s�K�MIY9Thg#]1T9TZ�jb��f��O>\�S nIT9R/K�WXVX]�i(v 0

    _ nIT/acMIWZR1WX\�Mo\�O-WXS1S1T9VZT9s!K�MIY9T�WX]`nIT9]1Y9S1WXm5T9nmGN[pCS1WXs!K=]1R�K7s!KhK=MIn �kK�p�K=uGS1WZ]1rIMcK�MqWXMS�ak�bf�*v ErIT9WXSnIT/acMIWXR1WZ\�MhWX]�T9CQIWXs!K=VXT9MGRR1\]1R1SA\�MIfWXS1S1T9VZT9s!K�MIY9TljkrIT9M.��� R WX]-QI]1T9n O>\�S�nIT9SAWXs!K�RAWX\�MhWXSAS1T9VXT9s!K=MIY9T'K�MInWX]�K�UIUIVXWXT9n�R1\�RArITB]1T9R�\�O'K�VZV-nIT9S1WXs�K�R1WX\�MI]�\�OlR1rITtGQIT9SAN �R1rcK�R�WX][R1rIT9WXS�nIT/acMIWXR1WX\�M�WX]�T9GQIWXs�K�VXT9MCRR1\ ���cg�� %)�,%��[%�� � R %)V W i(vTErIT�MI\�R1WZ\�MB\=O WXSAS1T9VXT9s!K=MIY9TnIWX]1Y9QI]1]1T9nomGN���T9sCN�K�MInqpIK�f�WZsBWXM_�jb �6Y[K�MmcTPY9\�QIY�rIT9nWXM\�QIS`O#S�K�ptT9j^\�S1uBK=]�� �5g �K%��,%��[%���� R %)V��'i9�jlrIT9S1TV�� WX]`R1rIT�]1T9R\�OlK�VXV�ptWXMIWXpqK�VnIT9S1WXs�K�R1WX\�MI] \=O R1rITCQIT9S1N�v

    ��WZMcK�VXVXN�5]1T9s�T9S�K=V6S1T9]A\�VXQIR1WX\�M�]1R1S/K�R1T9f�WXT9]K�S1T�mcK�]AT9nL\�MS1T9pt\!sCWXMIfhWZS1S1T9VXT9s�K�MGRY9V2K�QI]1T9][v��c\�ST � �K�ptUIVXT�IjlrIT9MQI]1WZMIfhS1T/O#QIR�K�R1WX\�M�S1T9]1\�VXQIR1WX\�M�CY9V�K=QI]1T9]Y9\�MCR�K�WXMIWXMIfPUIQIS1T�VXWZR1T9S�K�VX]��lY[K�Mm5T�]ArI\!jkM�R1\mcT�]1R1S1\�MIf�VXNtWXS1S1T9VXT9s�K�MCR�g#jlWXRArqS1T9]1UcT9Y9R`R1\;��� # K�MInGV,W6ilK�MIn�5R1rIT9S1T/O#\�S1T�IY[K=M�mcT�S1T9pt\�s�T9n�vKEK�Q"�R1\�VZ\�f�WXT9]�Y[K�MtmcT]ArI\!jkMBR1\�mcTj^T[K�uCVXN�WXS1S1T9VZT9s!K�MCR'g#jkWXR1rhS1T9]AUcT9Y9RlR1\� �(#lK�MIn V W i^K�MIn�CR1rIT9S1T/O#\�S1T�K�S1TSAT9pB\�s�T9ntmGNtR1rITZ�#����#�X1 ��(b ��2 ��2#�]1R1S�K�RAT9f�Nq�a��mf�*v

    � � ��ÿ���� ��ÿ��M��� �����Q�^���hdþ ý �;�7�]���M��1þ��M�/���`���

    _}u�T9NGQIT9]1RAWX\�M�RArcK�R6j^T^K�nInIS1T9]1]WXM�R1rIWX]�K�S1R1WZY9VXT�WX]rI\!j geK�MIn�QIMInIT9S-jlrcK=R�Y9\�MInIWXR1WZ\�MI]�i;WXS1S1T9VXT9s�K�MIY9TY9V�K�WZpB]Y[K�MqmcT�nIT9S1WXs�T9n�K�QIRA\�p�K=R1WXY[K�VXVbN�v,pCU5T9Y9WbacY[K�VXVXN�5j^T K=S1TWXMCR1T9S1T9]1R1T9nqWZMqR*j^\�UIS1\�mIVXT9pt][v ��WXS1]1R7f�WXs�T9MEKquCMI\�jlVXT9nIf�ThmcK=]1T��KqCQIT9S1N��K�MIn K ]1UcT9Y9W acYBnIT/acMIWXRAWX\�ML\�OlWXSAS1T9VXT9s!K=MIY9T�6j^ThjlK�MCRR1\ acMInK�QIR1\�p�K�RAWXY[K�VXVbN�jlrIWXY/rtO K=Y9R1]^WXM�R1rITuCMI\�jlVXT9nIf�TmcK=]1T�K�S1TWXSAS1T9VXT9s!K=MGR^R1\hRArITGQIT9S1N�vnpCT9Y9\�MIn�If�WXs�T9MK�MLWZS1S1T9VXT9s�K�MIY9T�Y9V�K�WXpcj^T�jlK�MCRR1\qnIT9S1WXs�T�\�RArIT9SWXS1S1T9VXT9s�K�MIY9ThY9V�K=WXpB]kR1rcK�RVX\�f�WXY[K�VXVXNtO#\�VXVZ\!j�v LTO#\GY9QI]\�M�]A\�VXsCWXMIflR1rIT acS1]1R�UIS1\�mIVXT9pyv �;K�R1T9S[�j^T�]1rI\�j�rI\!jS1T9]1QIVXR1];UcT9S1R�K=WXMIWXMIflR1\`R1rIT acS1]1R�UIS1\�mIVXT9pY[K�Mqm5T�QI]1T9noR1\h]1\�VZs�T'RArIT]1T9Y9\�MIn�v

    T�T � K�ptWXMITR1rIT�CQIT9]1R1WX\�M\=O K�QIRA\�p�K=R1WXY[K�VXVbN^nIT9S1WXsCWXMIf^WXS1SAT9VXT9s!K�MIY9TY9V�K�WXpt]IO#\�S,]k\�S1MuCMI\!jkVXT9nIf�TmcK�]1T9]R1rcK�R;Y9\�MI]1WX]1R\�OcKl]AT9R6\�O�]k\�S1M�S1QIVXT9]�� K�MIn�Kl]AT9R6\�OIf�S1\�QIMIn�K�R1\�pBWXY;OeK�Y9R1])&Bv T-nIWX]1RAWXMIf�QIWX]1r� åÉɬÌ`Ë|ÑÐ�Ï{Ð��ÆzÎʬϼË|Ð��Xä ç3ʬÌ`ÆaÅ9ÆLϼÉ;Ò�Îaܼ˫ÉmÆDÎzË|Ð3Ð ÆÎzʬϼË|Ð�×nÆzÊrÑÆzÆaÐ ÑÆzÒ|Ú�Ï{ÅmÅ9ÆaܼÆzßNÒ|Ð`ÎzÆ�ÒNÐ Ý�Ê¬Ì ÆLÍ3Å9Ë|×3ܼÆzÕ�Ë|Ç;ózô`¸z·aõ

    À9³¿n÷Ⱦ³ÃO¿���¸»¿Ø÷òä��LɬÏ{Ð`Þ�ʬÌ3ϼÉæÅ9Æ9ܼҳʬϼË|Ð`ɬÌ3Ï{Í ÑQÆ,Ë|×`ÊmÒ|Ï{ÐçLÏ{Ð%Ò«ÝXÝdϼʬϼË|Ð ÊmËéÊ¬Ì Æ�ÎmÌ ÒNÅ9Ò³ÎzÊmÆaÅmϼðҳʬϼË|Ð Ë|ÇHÏ{Ð Ý3ÆaÍnÆaÐ`Ý3ÆaÐ ÎÆ�ËNÇÝ3ÆaܼÆzʬϼË|Ð�Ù3ÍnÝXÒ«ÊmÆzÉzçnÒ|ܼÉmË.Ò�Î˳ÕIÍ3ܼÆzÊmÆHÎëÌ`Ò|Å9Ò«ÎzÊmÆaÅmϼðzҫʬϼË|Ð�ËNÇ�Ï{Ð Ý3ÆaÍnÆaÐ`Ý3ÆaÐ ÎÆ�Ë|Ç;ÃO¿`Áz¸z·÷òÃò³¿�ÙXÍnÝ3Ò³ÊmÆÉzä� å-Ü{ϼÊmÆaÅ9ÒNÜ�ϼÉÍ3Ù3Å9ÆLÏ{ÇÒ|Ð`Ý1Ë|Ð3ܼÔ�Ï{Ç�ϼÊÌ Ò«ÉÐ`ËIÏ{Ð`ÉmÊmÒ|Ð`ÎzÆHÊ¬Ì Ò«ÊϼÉLÎzË«ÕIÍ3ܼÆzÕ�ÆaÐ3ÊmÒNÅ9Ô1ÊmËHÒ|Ð1Ï{Ð`ÉmÊmÒ|Ð`ÎzÆHË|Ç Ò|Ð`˳ʬÌ`ÆaÅLÜ{ϼÊmÆaÅ9ÒNÜ

    Ï{Ð�ʬÌ`ÆLÚdÐ ËNÑܼÆzÝ3Þ³ÆI×`Ò³ÉmÆ^ ���1¬ä

  • Rzj^\�]1T9R1]^\�OUIS1T9nIWXY[K�R1T9]^WXMtR1rIT � �R��=5hc1�k�#/��#9�g#\�O#R1T9MBY[K=VXVXT9n � � wUISAT9nIWXY[K�R1T9]�i^K�MIn�k�(�2!{khc1{k�>/��#(�g#d�� }UISAT9nIWXY[K�R1T9]�i(vTErITmcK�]1T`UIS1T9nIWXY[K�R1T9]`K�S1T`R1rI\�]1T`R1rcK�RlK�UIU5T[K�S^WXMqR1rIT`f�S1\�QIMIntOeK�Y9R1]\�O9&Bv4E^rIThnIT9S1WXs�T9nEUIS1T9nIWZY[K�R1T9]�K=S1TBRArI\�]1ThR1rcK=R�K�UIU5T[K�S�WXM�R1rIThY9\�MI]1T9GQIT9MCR1]�\�OlR1rITtS1QIVXT9][v �c\�S]1NCMGR/K�Y9R1WXYhY9\�MGs�T9MIWZT9MIY9T��j^T�K�]A]1QIpBTPR1rcK�R�mcK=]1TBUISAT9nIWXY[K�R1T9]�nI\MI\�RhK�UIUcT[K=S�WZMER1rITtY9\�MI]1T9CQIT9MCR1]\�OS1QIVXT9][v LT�K=]1]1QIptThR1rcK�RhRArITqS1QIVXT9]hWXM �xK=S1TB]/K7O>T�Wev%T�vZ-K�MCNLs!K�SAW�K�mIVXTqR1rcK=R K=UIUcT[K�S1]PWXMwR1rITY9\�MI]1T9CQIT9MCR K�UIU5T[K�S1]'K=VX]1\�WXMqR1rIT�K�MCR1T9Y9T9nIT9MCR[v

    �T9RAT9S1pBWZMIWXMIf�R1rcK=RK�O K�Y9R^WX]kWXS1S1T9VXT9s�K�MCR RA\BK�CQIT9S1NBSAT9GQIWXSAT9]lR1rcK�R^j^TT9]1R�K�mIVZWX]1rqUIS1\�U5T9S1R1WXT9]^\�O]1\�ptTlg#\�S�K�VXV2i�U5\�]1]1WXmIVZT-nIT9S1WXs�K�R1WX\�MI]6\�O�R1rIT^GQIT9SAN�vTErIWX]6WZ]�QI]1QcK�VXVXNWZpBUIS�K=Y9R1WXY[K�V�K�MIn��WXM�UcK�SAR1WXY9QIV�K�S7pqK[NmcTqpt\�S1TtT � U5T9MI]1WXs�ToR1rcK�M}K�MI]1j^T9S1WZMIfyRArIT�CQIT9S1N �^rIT9MIY9T�^WZRhnIT/O>T[K=R1]hR1rITq\�SAWXf�WXMcK�Vf�\GK�V^\�OS1T9VXT9s�K�MIY9TS1T[K�]A\�MIWXMIfcvdeMo\�S1nIT9SO#\�S^\�QIS'K�VXf�\�S1WXR1rIpt]R1\�mcT�\=O6UIS�K�Y9R1WZY[K�VcWXMCR1T9S1T9]AR[Cj T`Y9\�MI]1WZnIT9SlR1rITUIS1\�mIVZT9p \�OlnIT9S1WXsCWXMIfoWXS1S1T9VXT9s�K�MIY9ThY9V�K=WXpB]`mCNyT � K�ptWXMIWXMIfq\�MIVZN~Kg#UIS1T/O#T9S�K�mIVXNo]1pqK�VXV�K�MInE]AR�K�mIVXT[ih = �2#�L\�O�R1rITuCMI\!jkVXT9nIf�TmcK�]1T�v

    d M�pqK�MCN K�UIUIVZWXY[K�R1WX\�MI] WZMGs�\�VXsGWZMIf ]l\�S1M"�eS1QIVXTuGMI\�jlVXT9nIf�T�mcK�]1T9][�R1rITmIQIVXu\�OIR1rIT�� Y9\�MI]1WZ]1R1]�\�Of�S1\�QIMIn�OeK�Y9R1]-K=MIn��pB\�SAT9\!s�T9S[9R1rITlf�S1\�QIMIn�O K=Y9R1] K=S1T^phQIY�r�pB\�S1T-UIS1\�MIT RA\`O>S1T9CQIT9MCR�Y�rcK�MIf�T9]�R1rcK�MR1rIT�S1QIVXT9]`\�O^R1rIT � `v,E^rIT9S1T/O#\�S1T��j^T�K�nInIS1T9]1]R1rIT�WXSAS1T9VXT9s!K=MIY9T�UISA\�mIVXT9p O>\�SKt]1T9R`\�O-uCMI\!jkVXT9nIf�TmcK�]1T9]`R1rcK�RknIWhI�T9Sl\�MIVXNq\�Mof�S1\�QIMIntOeK�Y9R1]7vipCUcT9Y9WbacY[K�VZVXN�cj^T�K�nInIS1T9]1]`R1rIT`O#\�VXVX\�jlWXMIf�CQIT9]1R1WX\�M�v���T9R� mcTqKq]1T9R�\�O'S1QIVXT9]76K�MIn�VXT9R � � mcTtR1rITh]1T9R�\�OluCMI\�jlVXT9nIf�ThmcK=]1T9]�\�OlR1rITPO#\�S1p � � &tjlrIT9S1T&{WX]qK�]1T9Rq\�O�f�S1\�QIMIn K�RA\�pBWZYtO K�Y9RA]hO#\�SqR1rITmcK�]1TUIS1T9nIWZY[K�R1T9][v-E^rIT]1QImGAT9Y9R1]q\�O�WXS1S1T9VXT9s�K�MIY9Tj^ThY9\�MI]1WZnIT9S K=S1ThT9WXR1rIT9S�KqS1QIVZTBWXMR1rITBuCMI\�jlVXT9nIf�TPmcK�]1Th\�S�Kq]1T9R�\�O'K�RA\�pBWZY�f�S1\�QIMInO K=Y9R1][�K�MInR1rIThCQIT9S1N6� jlWXVZV�mcTqK�MEK�R1\�py�U5\�]1]1WXmIVZNyjkWXR1roO>SAT9TBs�K�S1W�K�mIVZT9][v��k\�R1ThRArcK�R�Y9\�M[AQIMIY9R1WXs�ThGQIT9SAWXT9]K�MInqnIWX]21QIMIY9R1WZ\�MI]l\�O�Y9\�M[AQIMIY9R1WXs�TCQIT9S1WXT9]lY[K=MqmcT�T � UIS1T9]1]AT9n�mCNB]1WZpBUIVXNhK�nInIWZMIfhR1rIT�K�UIUIS1\�UIS1W�K�R1TUIS1T9nIWXY[K=R1T9]�K=MIn Y9\�S1S1T9]1U5\�MInIWXMIfwS1QIVXT9]tR1\�R1rITuGMI\�jlVZT9nIf�T�mcK�]AT�v ErIT�CQIT9]1R1WX\�M j^TyK=nInIS1T9]1]tWX]jlrIT9R1rIT9S��WX]^WXS1S1T9VZT9s!K�MCRlR1\hK�CQIT9S1N � jkWXR1rtS1T9]1UcT9Y9R`R1\hRArIT]1T9Rl\�O�uGMI\�jlVZT9nIf�T'mcK=]1T9] � � v

    d R^]1rI\�QIVXnqm5TT9pBUIrcK�]AWDC9T9nqR1rcK�R^nIWX]1RAWXMIf�QIWX]1rIWZMIf�mcT9Rzj^T9T9MqS1QIVXT9]`K�MInqf�S1\�QIMInPOeK�Y9R1]^WX]l\�MIVZNh\�MITjlK7NBR1\tnIWX]1RAWXMIf�QIWX]1romcT9Rzj^T9T9Mli= jg�wK�MIn_�C i= jg�LUcK�SAR1]'\=O KhuCMI\�jlVXT9nIf�T�mcK�]1T�v��c\�SkT � K�ptUIVXT�]1\�ptT�mcK=]1T�UIS1T9nIWXY[K�R1T9]pqK7NBrcK7s�T�]1pqK�VXVK�MIn]1R�K�mIVXT�T � R1T9MI]1WX\�MI]�K�MIn��R1rIT9S1T/O#\�S1T��\�MITPp�K7NtjK=MGRR1\�WXMIY9VXQInITRArI\�]1T`T � R1T9MI]AWX\�MI]^WXMqT9s�T9S1N � }\=O � � v�_'VZR1T9S1McK�R1WZs�T9VXN��]A\�pBTknIT9S1WXs�T9ntUIS1T9nIWXY[K�RAT9]lp�K7NrcK7s�T�MCQIptT9S1\�QI]`S1QIVXT9]K�MIn��]1\c5\�MIT�pqK7NBnIT9Y9WZnIT�MI\�R'R1\tWXMIY9VXQInIT�R1rI\�]1T�S1QIVZT9]WXM�R1rIT � ]\�O � �g#WXMI]AR1T[K�n��RArI\�]1TlUIS1T9nIWZY[K�R1T9]^j^\�QIVXnhm5TR1S1T[K�R1T9ntK�]-mcK�]AT'UIS1T9nIWZY[K�R1T9]�i9v!E^rIT`S1T9]1QIVZR1] K�MInqK�VXf�\�S1WXR1rIpt]j^TnIT9]1Y9S1WXm5T�WXMqRArIWX]lK�S1R1WXY9VZT'T � R1T9MIn�]AR1S�K�WXf�rGRzO#\�S1jlK�SAnIVXN�R1\�]1QIY/r�Y[K=]1T9][v

    �D>�� aX:�n@� D@ Ø@b�é@D~9��n@

    _ acMcK�Vcu�T9N�U5\�WXMCR K�m5\�QIR-\�QIS K�McK�VZNG]1WZ]�WX]-R1rITkR1S1T[K�R1ptT9MCR6\�O�WXMCR1T9S1UISAT9R1T9nhUIS1T9nIWXY[K=R1T9][vJLK�MGN�\�O�R1rITWXMCR1T9S�K�Y9RAWX\�MI]mcT9Rzj^T9T9MhS1QIVXT9]�WXMhK`uCMI\�jlVXT9nIf�T^mcK�]1TkY[K�MhmcTknIT9nIQIY9T9nBmCN�Y9\�MI]AWXnIT9S1WXMIfR1rITk]1T9p�K=MGR1WZY9]\�O�WXMCR1T9S1UIS1T9RAT9nhUIS1T9nIWXY[K�RAT9]-R1rcK�R-K=UIUcT[K�SWXMhR1rIT9p�]1QIY/rBK�]\�S1nIT9SUIS1T9nIWXY[K�R1T9]`g�-� �-� 1 ;li�\�S]1\�S1RUIS1T9nIWXY[K=R1T9][v �5\�S^WXMI]1R�K�MIY9T�CWXM � � K=pBUIVXT \Iv 4�� jlK�]^nIT9T9ptT9nq]1R1S1\�MIf�VXNhWXSAS1T9VXT9s!K=MGR^mCNhY9\�MI]1WXnIT9SAWXMIfR1rIT^]1T9pqK�MCR1WXY9]�\�OcR1rIT^UIS1T9nIWXY[K=R1T 1 v!E^rITT � R1T9MI]AWX\�MI]�\�OcR1rITWXMCR1T9S1UIS1T9R1T9n�UIS1T9nIWXY[K�RAT9]6Y[K�M�m5T sCWXT9j^T9nK�]UcK�SAR\�O R1rITPf�S1\�QIMInOeK�Y9R1]WZMyRArIThuGMI\�jlVZT9nIf�T�mcK�]1T�vZ]k\!j^T9s�T9S7�T9MCO>\�SAY9WXMIfqR1rIT9WXS]1T9pqK�MCR1WXY9]`WXM\�QIS�K�McK=VXNG]AWX]'T9MCR�K�WZVX]'RArcK�R'j^T�nIT9S1WXs�T�WZS1S1T9VXT9s�K�MIY9T�Y9V�K�WXpt]'RArcK�R'rI\�VXnoO>\�S�K=MGNquCMI\�jlVXT9nIf�T�mcK�]1T�\�OR1rITtO#\�S1p � � & ]1QIY�r R1rcK�R�& WZ]BK]1T9Rh\=O f�SA\�QIMIn�O K=Y9R1]�R1rcK�Rh]�K=R1WX]zacT9]�R1rITo]1T9p�K=MGR1WZY9]�\�OR1rITWXMCR1T9S1UIS1T9RAT9nqUIS1T9nIWXY[K�R1T9]7v

  • �5\�S1pqK�VXVXN��j^T�nIWX]1RAWXMIf�QIWX]1rKh]AQImI]1T9R'\=O-R1rIT�mcK�]1T�UISAT9nIWXY[K�R1T9]`WXMR1rIT�uCMI\�jlVXT9nIf�T�mcK�]1T�K�]�/�9���2=�R��hc1�k�#/��#9��_x/�c��21�2�� �9� � �CXEWZ] KyO>\�SAphQIV�KtWXMw]1\�pBTtV�K�MIf�QcK=f�T�� O>\�S�T � UIS1T9]1]AWXMIfY9\�MI]1RAS�K�WXMCR1]lR1rcK=RlWXMCs�\�VXs�T9]k\�MIVXNqVXWXRAT9S�K�VX]^\�O-Y9\�MI]AR1S�K�WXMCRlUIS1T9nIWZY[K�R1T9]K�MIn�VX\�f�WXY[K�V�Y9\�MIMIT9Y9R1WZs�T9]hg#Wev%T�vZ�^��^ ��i9v �c\�S�T � K�ptUIVXT-RArIT^O>\�S1phQIV�K9*(#M-bE�� E 2 g �Li���g ��� l�l�iWX]-K`Y9\�MI]1R1S/K�WXMCR6WbO�R1rITlUIS1T9nIWZY[K�R1TE��"E 2 WX]`K�]1\�S1R^UIS1T9nIWZY[K�R1TjlrI\�]ATT � R1T9MI]AWX\�MqWX]lRArITT9s�T9M�MCQIphmcT9SA][v_ O#\�S1phQIV2K6*`WXMqR1rITV2K�MIf�QcK�f�T�'^jkWXR1r�O#S1T9Tqs!K�SAW�K�mIVXT9]�� # %('&'&')%�� * ^Y[K�M}K�VZ]1\LmcTosGWZT9j T9n}K=]hnIT9]1Y9S1WXmIWZMIf Kwg Uc\�]1]AWXmIVXNLWXMCacMIWZR1T[iS1T9V�K=R1WX\�M��gn�[# %('&'(' %)�* i9�jkrIWXY�rWX]`R1rIT�]1T9R\�OlK�VXVR1QIUIVXT9]]�K=R1WX]zO#NGWZMIfhR1rIThY9\�MI]AR1S�K�WXMCR1]lT � UIS1T9]1]AT9nmCN�*�v��c\�S`T � K=pBUIVXT��� û nIT9MI\�R1T9]`R1rIT�QIMcK�SANqS1T9V�K�R1WZ\�MqY9\�MCR�K�WXMIWXMIftK�VXV�R1rIT�T9s�T9MWXMCR1T9f�T9S1]lf�S1T[K�R1T9SR1rcK�M l�l vTE;\�nIT9MI\�R1TR1rIT`s!K=S1W�K�mIVXT9]^R1\�jlrIWZY�rqK�Y9\�MI]1R1S�K=WXMGR O>\�S1phQIV�KK�UIUIVZWXT9][Cj^T'QI]1TRArIT`O>\�VZVX\�jn�WXMIfhY9\�MGs�T9MCR1WX\�MI][vKE^rITP �#�\�S1phQIV�K�*`jlWXVXV�mcT�R1rcK=RlWXR1]^s!K=S1W�K�mIVXT9]`K�S1T�[# %&'('&'�%)�* g#MI\�R1ThR1rcK�R\�3lY9\�S1S1T9]AUc\�MInI]�R1\oR1rIT�0eRArEK�S1f�QIptT9MCR\�O���i(vqE^rIThT � UIS1T9]1]1WZ\�M *�g ���i9jlrIT9S1T>� - �7#&%&'('&' %��`*�jkWXVXV�nIT9MI\�R1TR1rIT`O#\�S1pPQIV�K6*K7O#R1T9S^]1QImI]1RAWXR1QIR1WXMIf��`3�O>\�S]�3*CO#\�S B1 0 1T2 v

    T�K�]1]1QIptT'RArIT`O>\�VZVX\�jlWXMIf�UISA\�UcT9S1RAWXT9]l\�O�\�QISlY9\�MI]AR1S�K�WXMCR-UISAT9nIWXY[K�R1T9]��

    ��� 5�

  • s!K=S1W�K�mIVXT9]kj T�\�MIVXNqY9S1T[K=R1T�K acMIWXR1T�MGQIphm5T9Sl\�O-MI\�MIT9CQIWXs�K�VXT9MCR'Y9\�MI]AR1S�K�WXMCR1]�g j TV2K�R1T9S`nIWX]1Y9QI]1]`R1rITY[K�]1T�WXM�jkrIWXY�rqRArIT ��WXMIWXRAT9MIT9]1]lY9\�MInIWXRAWX\�M�nI\CT9]`MI\�RlrI\�VXnci(viE^rIT�UIS1\CY9T9nIQIS1T9]`MIT9T9nIT9nLR1\hY9\�pBUIQIR1TR1rIThY9VZ\�]1QIS1T�\�U5T9S�K�R1WX\�MI][�T9GQIWZs!K�VXT9MIY9T��K�MIn]�K=R1WX]za K�mIWZVXWXRzN�K=S1TBK�]1]AQIpBT9nR1\qm5Thf�WXs�T9M�vZENCUIWXY[K�VXVZN�R1rIT9]1TtUIS1\CY9T9nIQIS1T9]BK�SATBT/|BY9WZT9MGR[v �5\�S�T � K=pBUIVXT� O>\�S�Y9\�M[1QIMIY9R1WZs�TB\�S1nIT9S�Y9\�MI]1R1S�K=WXMGRA]�\�s�T9S�nIT9MI]ATnI\�pqK�WXMI][ R1T9]1R1WXMIftT9CQIWXs!K�VZT9MIY9ThWX]`Y9QImIWXYhWXMoR1rIT�MGQIphm5T9S\�O-s!K=S1W�K�mIVXT9] �ak�mf�'g#mIQIR`\�s�T9S`WXMGRAT9f�T9S1]`\�SjlrIT9MnIWX]�AQIMIY9R1WXs�T�Y9\�MI]1R1S�K�WZMGR1]`K�S1ThK�VXVX\�jlnqRArIT�UISA\�mIVXT9p WX] � �T�ercK�S1n�vXpCT9T4�a\��f�6O#\�S�KPnIWX]1Y9QI]1]AWX\�M\�O�]1\�ptT'\=O6R1rIT9]1T�WX]1]1QIT9]�i(v

    ErITBUIS1\�UcT9S1R1WZT9]�j^ThS1T9CQIWXS1TqK�S1Th]/K�R1WX]zacT9n�mCN~KojlWZnIThY9V�K�]1]�\�OlWXMCR1T9S1UISAT9R1T9nLUIS1T9nIWXY[K=R1T9][v �c\�ST � K�pBUIVZT��

    � � 0�#) 0^1�

  • WXMoR1rIT�K�UIU5T9MInIW � i9vld M�Y9\�MCR1S�K�]AR[I]1R1SA\�MIfhWXS1SAT9VXT9s!K�MIY9T�WX]�g#T/|BY9WXT9MCR1VXNIinIT9Y9WXncK�mIVXT�O#\�S'KPV�K�S1f�T9SkY9V�K�]1]\�O�V�K�MIf�QcK=f�T9][IWXMIY9VZQInIWXMIfBSAT9Y9QIS1]1WX\�MK�MIn�]A\�pBTkO#\�S1pt] \=O-MIT9fGK�R1WX\�M�v-_`VXVX\�jlWXMIfhK�SAmIWXR1S�K�SAN�O>QIMIY9RAWX\�M]1NCphmc\�VX]^WXMqR1rIT ]k\�S1MqSAQIVXT9]lVXT[K�nI]`R1\�QIMInIT9Y9WXncK�mIWZVXWXRzNB\=O ]1RAS1\�MIfhWXSAS1T9VXT9s!K=MIY9T�ImIQIR'\�MIVXNBW O R1rIT9SATWX]S1T9Y9QIS1]AWX\�M�RArIS1\�QIf�rqR1rIT O>QIMIY9RAWX\�M�]ANGphm5\�VX][v d#O-j^T�K�VZVX\�j MIT9fCK�R1WX\�MqWZM�R1rIT O>QIMIY9R1WZ\�M"�#O>SAT9T�Y[K�]1T�mIQIR\�MIVXNK�VXVX\�j MIT9fGK�R1WZ\�M�\�MmcK�]AThUIS1T9nIWXY[K�RAT9][�R1rIT9ML]1RAS1\�MIftWXS1S1T9VXT9s�K�MIY9ThS1T9pqK�WXMI]`nIT9Y9WXncK�mIVZT�T9s�T9MLWXMR1rITUIS1T9]AT9MIY9T�\�O�Y9\�MI]1R1S/K�WXMCR1][v2]k\�j^T9s�T9S[IK�VXVX\�jlWZMIf]1R1S�K�RAWbacT9nqMIT9fGK�R1WZ\�MBY[K=QI]1T9]l]1R1SA\�MIf�WXS1S1T9VXT9s�K�MIY9TR1\Lm5TQIMInIT9Y9WXncK�mIVXT�v�� d RB]1rI\�QIVXn}m5T�MI\�R1T9n R1rcK�RhjkrIT9M SAQIVXT9]hY9\�MCR�K�WXMw]AR1S�K�R1W acT9nwMIT9fGK�R1WX\�M�-j^TY9\�MI]1WZnIT9S']1RAS�K�R1WbacT9nq]AT9p�K�MCR1WXY9]`K�]l\�UIU5\�]1T9nR1\hY9V�K=]1]1WXY[K�V acS1]1R`\�S1nIT9S`]1T9p�K=MGR1WZY9] �jk�mf�*v���WXMcK�VXVZN�IR1rITR�K�mIVZTh]1rI\�jl]�RArcK�R]1VXWXf�rGRs�K�S1W�K�RAWX\�MI]WXMLnIT/acMIWZMIfyRArITBptWXMIWXpqK�VXWbRzNB\=OnIT9SAWXs!K�RAWX\�MI]�Y[K=MLY[K�QI]1TtR1rITnIT9Y9WXncK�mIWZVXWXRzN\�Oc]1R1SA\�MIf'WZS1S1T9VXT9s�K�MIY9T^jlWXR1r�S1T9]1UcT9Y9R�RA\'ptWXMIWXpqK�V�nIT9S1WXs�K�R1WX\�MI]R1\`Y�rcK=MIf�T^]1WXf�MIWbacY[K=MGR1VZN�v

    d MLR1rIWX]�K�S1R1WZY9VXT��j^T�O>\CY9QI]�\�MLR1rITBK�VZf�\�S1WXRArIp O#\�SnIT9Y9WXnIWXMIf]1RAS1\�MIfqWXS1SAT9VXT9s!K�MIY9T�vPdeM�R1rIThMIT � R]1T9Y9R1WZ\�Mqj^TUIS1T9]1T9MCR'R1rIT��f� (���� �2/CcjlrIWZY�rqWX]`K�R1\C\�V5O>\�S`K�QIR1\�pqK�R1WXY[K=VXVXN�K=MIn�T/|BY9WXT9MCR1VXNtnIT9S1WXsCWXMIf]1R1SA\�MIfqWXS1S1T9VZT9s!K�MIY9T�Y9V�K�WZpB]kO>\�S�Kts!K�S1WZT9R*No\�O V2K�MIf�QcK�f�T9]7v E^rITPGQIT9S1N �eR1S1T9T�jlWZVXV�UIS1\�sGWZnIT Kt]A\�QIMIn�Y9\�ptUIVXT9R1T�-K=MInwT/|BY9WXT9MCRhWXMCO#T9S1T9MIY9TqUIS1\CY9T9nIQIS1TqO#\�ShnIT9S1WZsGWXMIf]1RAS1\�MIfWXS1S1T9VZT9s!K�MIY9TqY9V�K=WXpB] O>\�ShR1rITnIT9Y9WXncK�mIVZT�Y[K=]1T9]'nIT9MI\�R1T9nWXM�R1rIT�R�K=mIVXT�cK�MInjlWXVZV�UIS1\�sGWZnIT�KP]1\�QIMInWXMCO#T9S1T9MIY9T�UIS1\GY9T9nIQISAT�O#\�S`R1rITQIMInIT9Y9WXncK�mIVZT�Y[K�]1T9]7v0UÒNÐ ÞNÙ Ò«Þ³Æ �ʬÅ9ËNÐ Þ �òÅmÅ9ÆaܼÆzßNÒNÐ ÎzÆ ï�ÆzÒ|Ú��òÅmÅ9Æ9ܼÆzßNÒ|Ð`ÎzÆ

    åkÜ{Ü �1Ï{Ð3ϼÕ�Ò|Ü �1Ï{Ð3ϼÕ�Ò|Ü �³Ù3ÍXÍnËNÅ9Ê åkÜ{Ü�LÆaÅmϼßNҳʬϼËNÐ É �LÆaÅmϼßNҳʬϼËNÐ É �LÆ9Åmϼß|ҫʬϼË|Ð`É �LÆaÅmϼßNҫʬϼË|Ð`É

    ùLËNÅmÐ,ÅmÙXܼÆÉLÑÏ¼Ê¬Ì �������

    ������ �������

    ������Ð`ËÛÅ9ÆÎaÙXÅ9ɬϼËNÐ�Ë|ÅÎzËNÐ ÉmʬÅ9ÒNÏ{Ð3ÊmÉ ú Ë|Ü{ܼËNÑ;ÉkǧÅ9Ë³Õ ���A ú Ë|Ü{ܼËNÑ;ÉkÇOÅ9Ë«Õ %��A~LËNÐXêÈÅ9ÆzÎ9ÙXÅ9ɬϼ߫Æ�ùLËNÅmÐ �������

    ������ �������

    ������ÑϼʬÌ�ÎzË|Ð`ÉmʬÅ9Ò|Ï{Ð3ÊmÉ �dÆzÎzʬϼË|Ð�� ú Ë|Ü{ܼËNÑ;ÉkÇOÅ9Ë«Õ � �A�;ÆzÎaÙ3Å9ɬϼ߳ÆIǧÙXÐ`ÎzʬϼË|Ð3êÈÇOÅ9ÆzÆ �������

    ������ �]q

    �����

    ������ùLËNÅmÐUç3Ð Ë.ÎzËNÐ ÉmʬÅ9ÒNÏ{Ð3ÊmÉIàÈÝ3Ò³ÊmÒNܼ˳Þdá �dÆzÎzʬϼËNÐ�� 7e %� 0UÆÕ�Õ�Ò �3ä úXÙ3Ð ÎʬϼË|Ð3ê ǧÅ9ÆzÆ�ùLËNÅmÐ,ÑÏ¼Ê¬Ì �������

    ������ �]q

    �����

    ������ÎzËNÐ ÉmʬÅ9ÒNÏ{Ð3ÊmÉ �dÆzÎzʬϼËNÐ�� 7e %� 0UÆÕ�Õ�Ò �3ä åkÅm×3ϼʬÅ9Ò|Å9Ô,ùË|ÅmÐ�ÅmÙXܼÆzÉ �q

    �����

    �������ú ËNÜ{ܼË|Ñ;É;ÇOÅ9Ë³Õ räúXÙ3Ð ÎʬϼË|Ð3ê ǧÅ9ÆzÆ�ùLËNÅmÐ,ÑÏ¼Ê¬Ì �q

    �����

    �������dʬÅ9ҳʬÏ{â`ÆzÝ\~Æz޳ҫʬϼË|Ð 0UÆzÕ�Õ�Ò �Xä %� 0UÆÕ�Õ�Ò �3ä úXÙ3Ð ÎʬϼË|Ð3ê ǧÅ9ÆzÆ�ùLËNÅmÐ,ÑÏ¼Ê¬Ì �������

    ������ �]q

    �����

    ������Ð`ÆzÞ³Ò«ÊmÆzÝ1× Ò«ÉmÆÍ3Å9ÆzÝdϼÎzÒ³ÊmÆÉ �dÆzÎzʬϼËNÐ�����% �A %� 0UÆÕ�Õ�Ò �3ä �LÒ«ÊmÒ|ܼ˫Þ1ÑϼʬÌ1Ù3Ð ÒNÅ9Ôæ×`Ò³ÉmÆ �������

    ������Í3Å9ÆzÝϼÎÒ³ÊmÆzÉ �1

    E6K�mIVZT � �T9Y9WXncK�mIWXVXWZR*NP\�O6nIT9S1WXsCWXMIfhWZS1S1T9VXT9s�K�MIY9TY9V�K�WXpt]

    � � ��"! �� �+��#nÿ��7�v�

    �T9S1WXsCWXMIfl]AR1S1\�MIf`WXS1S1T9VZT9s!K�MIY9TY9V�K�WXpt]�S1T9GQIWZS1T9]6RArcK�R6j^TpBT9T9R�]AT9s�T9S�K�V�Y/rcK�VXVZT9MIf�T9][v ��WZS1]1R[�K�]WXpBUIVZWXT9nmCNR1rIT-nIT/acMIWXRAWX\�M�\=O ]1RAS1\�MIflWXSAS1T9VXT9s!K=MIY9T�[WXM�\�S1nIT9SR1\lnIT9T9p K^OeK�Y9R%$�]1R1S1\�MIf�VXN'WZS1S1T9VXT9s�K�MGR;R1\'KkGQIT9S1N& �Ù3ܼÆzÉLÒNÅ9ÆDÉmÒ|ϼÝ�ÊmËI×nÆDÉmʬÅ9ҳʬÏ{â`ÆzÝ� ���1�Ï{ÇʬÌ`ÆaÅ9ÆDÒNÅ9ÆkÐ`Ë�ÝXÆ9ÍnÆaÐ`ÝXÆaÐ`ÎzÔ,ÎzÔdÎ9ܼÆzÉLʬÌ`Ò³ÊÏ{Ð3ß³ËNܼ߳ÆDÐ Æ޳ҳʬϼËNÐ ÉL×ØÆzʬÑÆÆaÐ,ʬÌ`Æ

    Í3Å9ÆzÝϼÎÒ³ÊmÆzÉÏ{Ð,ʬÌ`Æ('%)ädíÌ ÆÝXÆaÍØÆaÐ Ý3ÆaÐ`ÎzÔ1ÞNÅ9Ò|Í3Ì,ËNÇUʬÌ`Æ('%)�Ì Ò«ÉË|Ð`ÆkÐ`ËdÝ3ÆLÇÈË|ÅQÆzß³Æ9Å9ÔIÍXÅ9ÆÝϼÎzÒ«ÊmÆIÒNÐ Ý.ʬÌ`ÆaÅ9ÆkϼÉ;ÒNÐ1ÒNÅ9ÎÇOÅ9Ë«Õ+*,ÊmË-,DÏ{Ç.*,Ò|Í3ÍnÆzÒNÅ9ÉkÏ{Ð�ʬÌ`ÆDÒ|Ð3ÊmÆzÎzÆÝXÆaÐ3ÊË|ÇÒIÅmÙ3ܼÆHÑÌ`˳ÉmÆDÎË|Ð`ÉmÆzã³Ù Æ9Ð3ÊLϼÉ/,dä

    k

  • 8CCj TkMIT9T9nqR1\�T9]1R/K�mIVXWX]1rPUIS1\�UcT9SAR1WXT9]^\�O�R1rIT`]1T9R^\�O-��Uc\�]A]1WXmIVXTlnIT9SAWXs!K�RAWX\�MI]^\�O 8CGjkrIWXY�rPp�K7N�T9s�T9MmcT`K�MhWXMCacMIWXRAT ]AT9R[v �cQIS1R1rIT9SApB\�SAT�[j^T^rcK7s�T^S1T9]1R1S1WZY9R1T9n�\�QIS-K�VXf�\�S1WXR1rIp R1\VX\C\�u\�MIVXN�K�R�R1rITlSAQIVXT9]�WXMR1rIT`uGMI\�jlVZT9nIf�T'mcK=]1T�IK�MInBRArIT9S1T/O>\�S1T�CR1rIT�K�VXf�\�S1WXR1rIp MIT9T9nI]lRA\�Y9\�MI]1WZnIT9S RArITUc\�]1]AWXmIVXT`nIT9S1WXs!K=R1WX\�MI]R1rcK�R^pqK7N K=S1WX]1T`O#\�S� �t]1T9Rl\�OUc\�]1]AWXmIVXTf�S1\�QIMIntO K�Y9RA] WZMqR1rIT � `v ��WXMcK�VXVZN��j^TS1T9CQIWXS1T9nqR1rcK�R^j^TT9MCO#\�S1Y9TR1rIT�]1T9p�K=MGR1WZY9]-\�O�R1rITWXMCR1T9S1UIS1T9RAT9nqUIS1T9nIWXY[K�R1T9]kWXMqR1rITS1QIVXT9]7v

    ErIWX]�]1T9Y9R1WZ\�M�UIS1T9]AT9MGR1]-KkMI\�s�T9V�R1\C\�Ve7R1rIT����I9 �8� �21� � RArcK�R�UIS1\�sCWXnIT9] KkY9\�ptUcK�Y9R�S1T9UISAT9]1T9MGR/K�R1WX\�M\�O"hc1/92( �'R1rIT]1T9R6\=O K�VXV�nIT9S1WZs!K�R1WZ\�MI]�\�OcR1rIT^CQIT9S1NR1rcK�R]�K�RAWX]zO#N'R1rIT]1T9pqK�MGRAWXY9]�\�OcR1rIT-WZMGR1T9SAUIS1T9R1T9nUIS1T9nIWXY[K=R1T9][v-g/pCT9T-T � K�pBUIVZT�WXM ��WXf�QIS1TK\Iv i � S1\�UcT9SAR1WXT9]�\�OcRArIWX]�]1T9R\�OInIT9S1WXs!K=R1WX\�MI]�Y[K=M�mcTT9]1R�K�mIVZWX]1rIT9nmCN]1WXptUIVXN'T � K�ptWXMIWXMIflRArIT-CQIT9S1N��eRAS1T9T�v �c\�ST � K=pBUIVXT�7mCNWXMI]1UcT9Y9RAWXMIfR1rIT-CQIT9S1N �eR1S1T9T^j^T-Y[K�M�Y/rIT9Y�ujlrIT9R1rIT9ShK Y9T9S1R�K�WXMOeK�Y9R�Y[K�M�mcTtUcK�S1R�\�Ol]1\�pBThnIT9SAWXs!K�RAWX\�ML\�OlR1rITtCQIT9S1N�-K�MIn�R1rIT9S1T/O#\�S1ThnIT9Y9WZnITjlrIT9R1rIT9SkWXRlWX]l]AR1S1\�MIf�VZN�WZS1S1T9VXT9s�K�MGRkR1\�R1rIT�CQIT9S1N�v

    d MCO>\�S1p�K=VXVXN��R1rIT`GQIT9SAN��eR1SAT9TWX]lK�]ANGphm5\�VXWXY^_ � � � c � R1S1T9T`Y9\�MI]1WX]1RAWXMIf�\�O6f�\GK=VcMI\CnIT9]'K�MIntS1QIVXTMI\CnIT9][vKE^rIT`S1\C\�R�\�O�R1rIT`R1S1T9TlWX]^Kf�\CK�VIMI\GnIT`V�K�m5T9VXT9ntjlWXR1r�R1rIT`GQIT9SAN�v�_ f�\GK�Vh�eMI\CnIT 4 rcK�]^KY/rIWXVXnO#\�S�T9s�T9SANLS1QIVXTtjlrI\�]1TtY9\�MI]1T9CQIT9MCR�QIMIW acT9]�jkWXR1r 4 �K�MInERArIT�K�Y9RAQcK�V-Y/rIWXVXn�WX]�RArITBS1QIVZTBS1T9]AQIVXR1WXMIfO#S1\�p RArITqQIMIWbacY[K�R1WX\�MEjlWZR1r 4 v�_ S1QIVXTJ�eMI\CnITqrcK�]hKof�\GK�Vh�eMI\CnIThY/rIWXVXnO>\�S�T9s�T9S1NLY9\�M[AQIMIY9RhWXM�WXR1]K�MCR1T9Y9T9nIT9MCR[v!E^rIT'CQIT9S1N �eR1S1T9T`WX]^p�K=nIT-acMIWZR1T'mCNBK�RAR�K�Y/rIWXMIf�K�X��/9�R1\�T[K�Y/rBMI\CnIT'WZMhR1rIT`R1S1T9T�IK�MInT � UcK�MInIWXMIf�\�MIVXNq\�MIThf�\CK�Vh�eMI\CnIT�O#S1\�p T9s�T9S1NT9CQIWXs!K=VXT9MIY9ThY9V�K�]A]'\�O^V�K�m5T9VX][v E^rIT�V�K�mcT9V�\=OKtMI\CnITY9\�MCR�K�WXMI]kR1rIT�R1WZf�rGRAT9]1RlY9\�MI]1RAS�K�WXMCRlR1rcK�RkMIT9T9nI]R1\hmcT�]�K=R1WX]zacT9nomGNtOeK�Y9R1]lf�T9MIT9S�K�R1T9noWXM�R1rcK=R'MI\CnIT�vE^rITtV�K�m5T9V-WX]WXMCO#T9S1S1T9n�mCNyRArIThY9\�MI]1R1S/K�WXMCRVXWXR1T9S�K=VX]�K�UIUcT[K=S1WXMIf�WZMLR1rIThS1QIVZT9] K=MInLR1rIThY9\�MI]AR1S�K�WXMCR1]uCMI\!jkM�K�mc\�QIRkR1rITUc\�]A]1WXmIVXTf�SA\�QIMIntO K=Y9R1]lR1rcK�R^pqK7NBK�UIUcT[K=SlWXMqR1rIT � 'v

    TlmcT9f�WZMhWXM>pCT9Y9R1WZ\�MZcv mGN�T � UIV�K�WXMIWZMIfR1rITlY9\�S1SAT9]1Uc\�MInIT9MIY9Tm5T9Rzj T9T9MPnIT9S1WXs!K=R1WX\�MI]^K�MInh]1NCpZ�mc\�VXWXY`nIT9S1WXs!K=R1WX\�MI][CK�MIntrI\!j R1rIT`GQIT9S1N �eR1S1T9T�9��(k�9K]1T9R^\�O�]1NCphm5\�VXWXY^nIT9S1WXs�K�R1WX\�MI][v!pCT9Y9R1WX\�Mcva\nIT9]1Y9S1WZmcT9]`R1rIT�K�VXf�\�S1WXR1rIp O>\�S^Y9\�MI]AR1S1QIY9R1WXMIf�R1rITCQIT9S1N �eR1S1T9T�cK=MInqpCT9Y9R1WX\�M^cvj��nIWZ]1Y9QI]1]1T9]lRArITY9\�pZ�UIVXT � WXRzNL\�OmIQIWXVXnIWXMIfR1rITqCQIT9S1N �eR1S1T9T�vgE^rIToGQIT9S1N �eR1S1T9T�K=VXf�\�S1WZR1rIpyK�]�j^TqnIT9]1Y9S1WXm5TqrIT9S1T�^WX]hK�MWXMI]1R/K�MIY9T\�O K�f�T9MIT9S/K�V�ptT9R1rI\GntO#\�SlT9MIY9\CnIWXMIft]1T9R1]`\�O�nIT9S1WXs!K=R1WX\�MI]X�j���f�*v-d MGRAQIWXR1WXs�T9VZN�GmCNtY�rcK�MIf�WXMIfR1rIT�Y9\�MCR1T9MCR1]'\=O MI\CnIThV�K�m5T9VX]'WZMyRArIT�CQIT9S1N �eR1S1T9T��WXRY[K=Mym5T�nIT9]1WXf�MIT9nLRA\BT9MIY9\CnIThs!K=S1WX\�QI]]1T9RA]'\�OnIT9S1WXs�K�R1WX\�MI]�g#T�v%fcvZ�ptWXMIWXpqK�VInIT9S1WXs�K�R1WX\�MI]/i9IK�MInqR1rIT9S1T/O#\�S1T�IQI]AT9nqO#\�SlnIT9S1WXsCWXMIf�\�R1rIT9Sk]1R1S1\�MIfPWXS1S1T9VXTJ�s!K=MIY9T'Y9V�K=WXpB]7v�deM^pCT9Y9R1WX\�MZcv�c�j^T`mIS1WXTJocN�ptT9MGR1WZ\�M�\�R1rIT9S-T9MIY9\CnIWXMIf�]^U5\�]1]1WXmIVZTlmGNPR1rITlCQIT9S1N��eRAS1T9T�v

    �D>�� ^ @Bn~mA;�`~98k:H0:I ¡CM� �.87m~9 ^ @Bn~mA; ~98;:I

    deMoR1rIT�Y9\�MGR1T � R^\�OK]l\�SAM�S1QIVXTuCMI\�jlVXT9nIf�TmcK=]1T9][cK�nIT9SAWXs!K�RAWX\�Mq\�O-K�f�S1\�QIMIn�K�R1\�p Y[K=MqmcT�sCWXT9j^T9nK�]K�R1S1T9T�Y9\�MI]1WX]AR1WXMIfh\�O-f�\GK�Vh�eMI\CnIT9]'K�MInoS1QIVXTJ�eMI\CnIT9]hg#]1T9T ��WZf�QIS1TX�IgeK�i1i9vnE^rIT�S1\C\�Rl\=O-R1rIT�R1SAT9TWX]K�f�\GK�V �eMI\GnIT`Y9\�MCR�K�WXMIWXMIf�R1rITCQIT9S1NBK�R1\�pyv;d#O K�f�\GK=Vh�eMI\GnIT 4 jlK�]^nIT9S1WXs�T9nBQI]1WZMIf K=MBWXMI]AR�K�MCR1W�K�R1WZ\�M\�OlKqS1QIVXT � ;R1rIT9M � WX]�WZMyRArIThY�rIWZVXnLS1QIVXTJ�eMI\CnITh\�O 4 K�MInLWXR1]Y/rIWXVXnISAT9MEK�S1T�R1rIThWZMI]1R�K�MCR1W�K�RAWX\�MI]l\�OR1rIT�K�MGRAT9Y9T9nIT9MGR1]`\�O � v E;\t]1WXptUIVXWbO#Nh]1\�ptT\�O�R1rIThK�S1f�QIptT9MGRA] WZM�\�QIS`UIS1\C\�O>]7cj^T�K=]1]1QIptTj�v%Vev%\5v%fcvR1rcK�RkR1rIT�Y/rIWXVXnIS1T9Mo\�O�R1rIT�S1QIVZTJ�eMI\GnIThK�S1T�\�S1nIT9S1T9n O>SA\�p VXT/O#RlR1\hSAWXf�rCR'K�]lR1rIT9N�K=S1T�\�SAnIT9S1T9n�WXMoR1rITK�MCR1T9Y9T9nIT9MCR \=O � vTErIT'VXT[K7s�T9]^\�O6K�nIT9S1WXs�K�R1WX\�MBK�S1T`R1rIT`f�S1\�QIMIn�K�RA\�pBWZY�OeK�Y9R1]O>SA\�p R1rIT`uCMI\!jkVXT9nIf�TmcK�]1T�R1rcK�R`j^T9S1T�QI]1T9noWXM�RArIT�nIT9SAWXs!K�RAWX\�M�v��c\�SlS1T[K�]1\�MI]'R1rcK=R'jlWZVXV�mcT9Y9\�ptT�Y9VXT[K=S1T9S']ArI\�S1R1VXN� j T�nI\MI\�RlWZMIY9VXQInITMI\GnIT9]`WXMqR1rITRAS1T9TO#\�S^WXMCR1T9S1UIS1T9R1T9nqUISAT9nIWXY[K�R1T9][v

    pCWZMIY9T�R1rIToGQIT9S1N �eR1S1T9TojlWXVXVkmcT�mIQIWZVXRhmcK�]1T9n \�MIVZNE\�M R1rIT�SAQIVXT9]BWZMwR1rIT�uCMI\�jlVXT9nIf�TomcK�]1T�^WXRjlWXVZV K�Y9RAQcK�VXVXN�T9MIY9\GnIT�����Z�/�b>�k�9/2!��2#�c��_ ]1NCphmc\�VXWXY-nIT9SAWXs!K�RAWX\�Mqg#]1T9T���WZf�QIS1Ti�Ig#m�%Y[iAi�WX]�VZWXu�TlK

    m

  • FDynKæ`_�Td¨DM§K|n3KISnR3ZaK��ÖxNTX_nZ9YOZ9WaZHTQW9y�K�rT3MOMOTd¨DYO_n�V9^nMOKNZ����� ������������������������� �"!#���%$"&��#�(')�����*�+����������&��-,.')�����*�+��"!/���%$0&��»c�21 ��34���65����%$"&7�-,8�� �"!#���%$"&��»c�:9 ��34���65����%$;\Há^90_U_�`a[Q`w\o`�1�_ �C\bcq�_2d

    u�YEv *UàE[ �CrLán^90_U_�`a[Q`wrx`�1�_2d

    ��WXf�QISATX\��-_`MT � K=pBUIVXT`CQIT9S1N��eRAS1T9T�v �k\�R1TR1rcK=R'T � UcK�MInIWXMIftR1rIT�MI\CnIT � 0 2 %�g ��%��iljkWXR1rqR1rIT�S1QIVXT� � j^\�QIVZn}S1T9]1QIVZRhWXM K=M}WXMIY9\�MI]AWX]1R1T9MCRhV�K�m5T9VelK�MIn WX]BRArIT9S1T/O>\�S1TqMI\�RtT � UcK�MInIT9n�v6E^rIToT � UcK=MInIT9nT9CQIWXs!K�VZT9MGRl\=O R1rITMI\CnIT9�

  • R�S:SUT�VXW�YEZ à# �:_ �z*U_dá

    � û* W�Y4Z à# �U_��A*U_ ág W�T�VXS:hEi�Y à# �:_dá R�S:SUT�VXS:h4ijY à#zU_ á

    � op hEiq à# �U_��1zU_ á

    � �

    u�Y4v *à# �U_��zz:_dáàÈÒdá

    � � � �����

    R2SUS:T�VXW�Y4Z àE[ �>\Iá

    � û* W�Y4Z àE[ �C\Hág W�T�VXSUhEijY àE[�á

    ^(0_:_O`�[ `B�_:_�dR�SUS:T�VXSUhEijY à�\Dá

    ^(�_L`a\b`q1�_�d� o

    p hEiq àE[ �C\Há

    � �

    u�YEv *UàE[ � \Há^�[ `a\\Iá

    � û* W�YEZ àE[ �C\Hág W�T�VXSUhEijY àE[�á

    ^90_:_�` [Q`��_:_�dR�S:SUT�VXSUhEijY à�\Dá

    ^(�_�`w\o`�1�_�d� o

    p hEiq àE[ �C\Há

    � �g h R��#Y4v *UàE[ �"\Há^�[Q`�0_:_��=\bcB�_U_�d

    àÈλá

    � � � �����

    ��WXf�QISAT ����geK�i`WX]Ktf�S1\�QIMInnIT9S1WZs!K�R1WZ\�M�v�g#mci`WX]�KP]�K�R1WX]a K�mIVXT�]ANGphm5\�VXWXYnIT9SAWXs!K�RAWX\�MLK�MInwg#Y[ikWX]�K�MQIMI]�K�RAWX]za K�mIVXT]ANGphm5\�VXWXYknIT9S1WXs!K=R1WX\�M�v

    s!K=S1W�K�mIVXT�K=]1]1WXf�MIptT9MCR[v �5\�SlT � K�ptUIVXT�IWXM ��WXf�QIS1TX�Ig#mcikWX]'KP]�K�R1WZ]za K�mIVXT]1NCphm5\�VXWXY`nIT9S1WXs�K�R1WX\�MK�MIng#Y[i�WX]hMI\�R[vgE^rITq]1T9Rh\�OK�VXV^nIT9S1WXs�K�R1WX\�MI]�\�OR1rITqCQIT9S1N�WX]hR1rIT9S1T/O#\�S1TtS1T9UIS1T9]AT9MGR1T9n mGN�R1rITq]1T9R�\�OWXMI]1R/K�MIY9T9]l\�O-K�VXV�]�K�RAWX]za K�mIVXT`]1NCphmc\�VXWXYlnIT9S1WZs!K�R1WZ\�MI][v

    ErIT�CQIT9S1N �eR1S1T9ThWZ]�K�M_ � � � c � R1SAT9T�( /&k�2GKt]1T9R\�O^]1NGpPmc\�VXWZY�nIT9S1WXs�K�R1WX\�MI][v�d R1]S1\C\�R`WX]KPf�\GK�Vh�eMI\CnIT�Y9\�MGR�K=WXMIWXMIf�R1rIThK�R1\�p \�O RArIT�CQIT9S1N�vkdeMY9\�MCR1S�K�]1R^R1\qKP]1NGpPmc\�VXWZY'nIT9S1WZs!K�R1WZ\�MqR1S1T9T��Kf�\GK=Vh�eMI\GnIT 4 geK�M c � MI\CnIT[ipqK7N�rcK7s�Th]AT9s�T9S�K�V�S1QIVZTJ�eMI\GnITtY�rIWZVXnIS1T9M��T[K=Y�rO#\�S�\�MITh\�OlR1rIThSAQIVXT9]jlrI\�]ATY9\�MI]1T9CQIT9MGR`QIMIWbacT9]ljlWZR1r 4 v

    rIT9MqS1QIVZT9]'Y9\�MCR�K�WZMBS1T9Y9QISA]1WX\�M�IRArIT9S1T�jlWZVXV�mcThK�MqWXMCacMIWXRATMGQIphm5T9Sl\�O�]1NCphmc\�VZWXY'nIT9SAWXs!K�RAWX\�MI][vE^rIT9S1T/O#\�S1T� WXME\�S1nIT9S�R1\T9MIY9\GnITK�MEWZMCacMIWXR1TtMGQIphm5T9S�\�O'nIT9S1WXs�K�R1WX\�MI]�mCNEK acMIWXR1Tt]1R1SAQIY9R1QIS1T��j^TT � UcK�MInE\�MIVXNUcK�S1R\�OlR1rITtf�\GK�V �eMI\GnIT9]WXMR1rITBCQIT9S1N �eR1S1T9T�v^E;\�nIT9Y9WXnITtjlrIWXY/rLMI\CnIT9]�RA\�T � UcK�MIn�j^T�K�R1R�K=Y�r X��/9bBRA\LT9s�T9S1NwMI\CnIT�WXMwRArIT�R1S1T9T�v E^rITqV�K=mcT9VlnIT9]1Y9SAWXmcT9]�K�VZV RArIT�Y9\�MI]1RAS�K�WXMCR1]�R1rcK�RMIT9T9nqR1\�mcT]�K�RAWX]zacT9nhmCNhWXMI]1R/K�MIY9T9]^\�O6R1rcK�RMI\GnIT�vHE^rIT'V2K�mcT9VX]^WXMInIQIY9T�K=MBT9CQIWXs!K=VXT9MIY9T'SAT9V�K�R1WX\�Mh\�M

    \

  • MI\CnIT9]lWXMtR1rIT'CQIT9S1N �eR1S1T9T�IK�MIntWXMt\�QIS^Y9\�MI]1R1S1QIY9RAWX\�M��j^T`\�MIVXN�T � UcK�MInL� f�\GK�Vh�eMI\CnITkO>S1\�p T9s�T9S1NT9CQIWXs!K�VZT9MIY9T�Y9V�K�]A][v�d#O-MI\CnIT9] 4 #'K=MIn 4 R rcK7s�TT9GQIWZs!K�VXT9MCRlV�K=mcT9VX][5K�MIn 4 #ljK=]lR1rIT�\�MITT � UcK�MInIT9n�j^T^Y[K�VXV 4 # R1rIT���)h �\�VXVX\�jlWXMIfA�

    � _x]AT9R�\�O�S1QIVXT9] �tv LT�K�]1]1QIptTjlWXR1rI\�QIRqVZ\�]1]q\�Ohf�T9MIT9S�K=VXWXRzNwR1rcK�RK�VXVVXWXRAT9S�K�VX]t\�OhMI\�M"�WXMGRAT9S1UIS1T9R1T9noUIS1T9nIWXY[K�R1T9]WZMyRArIThS1QIVXT9]`Y9\�MCR�K�WXMLKPnIWX]1R1WXMIY9Rs�K�S1W�K=mIVXT�WXMT9s�T9SANyK�S1f�QIpBT9MCR'U5\��]1WXR1WX\�M�vlg#_`VXV�Y9\�MI]1R/K�MGRA]'K�MInyK=VXV�T9CQcK�VXWXR1WZT9] m5T9Rzj T9T9MLK�SAf�QIpBT9MCR1]lK�S1TT � UIS1T9]1]AT9n~K=]lT9GQcK=VXWXRzNVXWXR1T9S�K=VX][v i �k\�R1TR1rcK=RlR1rIWX]^WXptUIVXWXT9]^R1rcK�RlK�VZV QIMIW acY[K�R1WX\�MI]kjlWXVXV�mcT�R1S1WXsCW�K�V v

    � G^\�MI]1R1S/K�WXMCR1]6\�MBR1rIT`mcK�]1T`S1T9V�K=R1WX\�MI][v �c\�ST9s�T9S1N�mcK�]1T`S1T9V�K=R1WX\�M�E�Cj^T'K�SAT'f�WZs�T9MBKY9\�MI]1R1S�K�WZMGR*��\�MLR1rIThK�S1f�QIpBT9MCR1]`\�O5EPR1rcK�RnIT9]1Y9SAWXmcT9]�Y9\�MInIWXR1WX\�MI]R1rcK�R�K�S1T�uCMI\�jlMR1\qrI\�VXnO#\�S`OeK�Y9R1]\�OIE�WXM�K�MCNBf�WXs�T9MtuGMI\�jlVXT9nIf�TmcK�]1T�v�d O R1rIT9SAT�K�S1TMI\h]1QIY/r�Y9\�MI]1R1S�K�WZMGR1]7�R1rIT9M * � - , �tvLT�K�]1]1QIptT`R1rcK�R9*��'WZ] f�WXs�T9MqWXMqWXRA]l]1R�K�MIncK=S1nhO#\�S1pv

    \�\

  • � _ CQIT9S1N�IjlrIWZY�roj T�K=]1]1QIptT'WX]k\�O6R1rIT O>\�SAp 8Cg � # %('&'&')%��*Gi�� * � IjlrIT9S1T\�[# %&'&'('�%�� *�K�S1T 2nIWX]1R1WXMIY9R^s�K�S1W�K�mIVZT9]'K�MIn�*�WX]lK�Y9\�MI]1R1S/K�WXMCR \�M[�[#&%&'('&' %��*�v

    _ u�T9NwnIWb|BY9QIVXRzN�WXM}mIQIWXVZnIWXMIfERArIT�CQIT9S1N��eRAS1T9T�]1RAT9pB]�O#S1\�p R1rIT�\�mI]AT9S1s!K�RAWX\�M}RArcK�RhR1rIToR1S1T9TY[K�MIMI\�R^m5TmIQIWXVXR^WXM�K�]1WXMIf�VZTlR1\�U"�enI\�jlMqY9\�MI]AR1S1QIY9R1WX\�MhmcT9f�WZMIMIWXMIf�O#S1\�p R1rIT`S1\G\�R[v!E^rIWX]^WX]^mcT9Y[K�QI]ATR1rITqV�K=mcT9V`\�O KMI\GnIToWXMwR1rITqR1S1T9TqpqK7NLnIT9UcT9MIn \�MwWZR1]hnIT9]1Y9T9MInIT9MCR1]qK�MIn}R1rIT9SAT/O>\�SATqY[K�MIMI\�Rhm5TnIT9R1T9S1ptWXMIT9nhWZMBK�]1WXMIf�VXTkR1\�U"�enI\�jlMhY9\�MI]AR1S1QIY9R1WX\�M�v2]k\!j^T9s�T9S7�R1rIT`V�K�m5T9Vc\�O6K�MI\GnIT`phQI]1R�m5T'uCMI\�jlMWXM\�S1nIT9SRA\qnIT9Y9WXnIThjlrIT9R1rIT9S�\�SMI\�R`R1\qT � UcK�MInLR1rIThMI\CnIT�vZE^rIT�]1\�VZQIR1WX\�MoR1\qR1rIThUIS1\�mIVXT9p WX]R1\UIS1T9Y9T9nIT�R1rIT�R1\�U"�enI\!jkMBY9\�MI]AR1S1QIY9R1WX\�MqmGNqK�mc\�R1R1\�p �eQIUBUIrcK=]1T�v

    ErITGQIT9S1N �eR1S1T9T�K=VXf�\�S1WZR1rIp Y9\�MI]1WX]1RA] \=O Rzj^\�]1R1T9UI]��

    � * � WX]^R1rIT`Y9\�M[AQIMIY9R1WX\�Mt\�O�WXMCR1T9S1UIS1T9RAT9nBVXWZR1T9S�K�VX]�WZM � IK�MInt]1QIUIUc\�]ATR1rcK�R-j^T`rcK7s�T'Y9\�pBUIQIR1T9nK�UIS1T9nIWZY[K�R1T 8 ���3 O#\�SlT[K�Y/r�UISAT9nIWXY[K�R1T68)3� B1 0 1 �Lv � T9RA*`mcT�R1rITY9\�MI]AR1S�K�WXMCR9*-:*(#[g �� #i���'('&' �* ��g �� � i���*����K�MInVXT9RA*tmcT�R1rIT�UISA\!AT9Y9R1WX\�Mo\�O * \�MR1rIT�rIT[K=nys�K�S1W�K=mIVXT9] ��wvld O *WZ]l]�K�R1WZ]za K�mIVXT�R1rIT9Moj T`Y9S1T[K�RATR1rIT�K�nI\�S1MIT9nqUIS1T9nIWXY[K�RAT � ��� K�MInqj^T�K�nInqR1rIT O>\�VXVX\�jlWXMIf�K�nI\�S1MIT9nqS1QIVZTR1\ � # �

    � � ��8� û# g �� #i���'('&'���8 ���� g �� � i�� * ��� ��� g ��yi '

    �k\�R1TRArcK�R^R1rIT�S1QIVZT � pqK7N�mcT�SAT9Y9QIS1]1WXs�T�5K�MInqR1rIT9S1T/O#\�S1Tj^T�pqK7N�QI]1T�\�MIT�K=nI\�S1MIptT9MGR^\�O�R1rITUIS1T9nIWXY[K=R1T/�LWXM�\�SAnIT9SR1\qY9\�ptUIQIR1T�KPMIT9j K�nI\�S1MIpBT9MCR[v LThK�UIUIVXN�RArIT�SAQIVXT9]\�O � QIMCR1WXVMI\qMIT9jK�nI\�SAMIpBT9MCR1]�K�S1TPY9\�pBUIQIRAT9n�v �l\�R1ThR1rcK�R�R1rIT ��WXMIWXR1T9MIT9]1]�UIS1\�U5T9S1RzNL\�OlR1rITtY9\�MI]1R1S�K=WXMGRV2K�MIf�QcK�f�Tf�QcK�S/K�MGRAT9T9] RArcK�RlR1rIWX]kUIrcK�]1TjlWXVZV RAT9S1pBWZMcK�R1T�v

  • KPUIS1T9nIWXY[K�R1T/� � Y[K�MmcT�QIMIWbacT9n\�MIVZN�jlWXRAryK�nI\�SAMIT9nySAQIVXT9]'jkrI\�]1T�Y9\�MI]1T9CQIT9MGRrcK=]'R1rIT�UIS1T9nIWZY[K�R1T� � IWev T�vXC\�O RArIT`O>\�SAp �

    � ��8� û# g �� # i �6'('&'�� 8 � �� g �� � i ��* � � � � g ��yi '

    d#O �kg 4 i$�/*��-WX]�]�K�RAWX]za K�mIVXT�7R1rIT9Mhj^T^Y9S1T[K�RATK`MIT9jwSAQIVXTJ�eMI\GnIT 4 �lK�]-K`Y/rIWXVXn�\�O 4 �jlrIT9S1T 4 � WZ]-K`S1QIVXTJ�MI\CnIT\�O SAQIVXT � K�MInqWXR1]^V�K=mcT9V�WX] �kg 4 � i$- �lg 4 i � * � �CpB\�SAT9\!s�T9S[�j^T�K�VX]1\�Y9S1T[K�R1T�K�Y/rIWXVXntf�\GK�Vh�eMI\CnIT\�O 4 �^O#\�S^T9s�T9S1N�VXWXR1T9S/K�VcWXMPR1rIT�K�MCR1T9Y9T9nIT9MGR^\�O � R1rcK�R-rcK=]K�MI\�M"�eWZMGR1T9SAUIS1T9R1T9ntUIS1T9nIWXY[K�R1T�v!E^rIT`V�K�m5T9V\�O�R1rITlY/rIWXVXnPf�\GK�Vh�eMI\CnITlY9\�SAS1T9]1Uc\�MInIWXMIf�R1\ 8 ���3 WX]R1rIT`UIS1\!AT9Y9R1WX\�M�\�O �kg 4 �i�\�MCR1\�R1rITls!K=S1W�K�mIVXT9]R1rcK�RK�UIU5T[K�SlWXM 8 ���3 v!E^rITR1T9S1ptWXMcK�RAWX\�M�\�O6R1rITRA\�U"�enI\�jlMBUIrcK=]1TWX]lmcK�]AT9nB\�MqRArIT`O>\�VZVX\�jlWXMIfY9\�MInIWXRAWX\�MI]��

    � LTnI\hMI\�RlT � UcK�MInof�\GK�Vh�eMI\CnIT9]^\�O�mcK�]1TUIS1T9nIWXY[K=R1T9][v

    � LT�nI\tMI\�R`T � UcK�MInLKtf�\CK�Vh�eMI\CnIT 4 WbO-R1rIT�S1T9]1QIVXRAWXMIfhS1QIVXTJ�eMI\CnIT�jlWXVXV;rcK[s�T�K�MQIMI]�K�RAWX]za K�mIVXTV�K�mcT9V v

    � LTBnI\MI\�R�T � UcK�MIn}K~f�\GK�Vh�eMI\CnITt\�O'R1rITtO#\�S1p �6g ��yi�WbOR1rIT9S1TtT � WX]1R1]hK�MwT � UcK�MInIT9nwMI\CnIT�6g ���i`WZMyRArIT�O>\�S1T9]1R]1QIY/rLR1rcK�RRArIT�WZ]1\�pt\�S1UIrIWX]1p p�K�UIUIWZMIfqR1rIT�s!K�S1W2K�mIVXT9] �� R1\ �� WZ]�K�VX]1\K�MqWX]1\�pt\�S1UIrIWZ]1p m5T9R*j^T9T9M �kg �6gK���i1ikK�MIn �lg �gD���i1i(v �

    E^rITnIT9R�K=WXVX]l\�OR1rIT�R1\�U"�enI\!jkMBUIrcK�]AT�K�S1Tf�WXs�T9MqWXM���WXf�QIS1T 5v

    � U,7AQS�T5� ���O��nB G^\�MI]1WZnIT9SqR1rITEK�UIUIVXWZY[K�R1WX\�M \�O�RArIT~K=VXf�\�S1WZR1rIp{R1\wR1rITT � K�ptUIVXToWXM ��WXf�QIS1T_\IvE^rIT`mc\�RAR1\�p �eQIU�UIrcK=]1TlmcT9f�WXMI]^jlWXR1r�R1rITK�nI\�S1MIT9nPUIS1T9nIWXY[K�R1T9]C � E ��� û�� � o ��{0 4 � � E ��� û�� #��� � o�� R ��� � A �� "(0 2 � #��� � � û � û�� R ��� K�MIn 4 "$" ��� "(0 2 � # � � � � û � û�� # & � v WXRAr�S1QIVXT � 0 �j^T�Y9S1T[K�R1T�R1rITBK=nI\�S1MIT9nUIS1T9nIWXY[K=R1T � 0 2 % � û jlrIT9S1T *(#B-��&�[# ; � R� ��K�MInLjkWXR1rLS1QIVZT � � �j^ThY9S1T[K=R1T � 0 2 % � o �jlrIT9SAT * R -�&�[#9; l�l"%�� R �;\�l�l � v

    pCQImI]AR1WXR1QIR1WZMIf � 0 2 % � û WXM � R S1T9]1QIVXR1]kWXM � A�"y� û K=MIn�]1WXptWXV�K=S1VXNO#\�S � 0 2 % � o K�MIn � A��0y � o v �^QIVXT ���

    nI\CT9]�MI\�RUIS1\CnIQIY9TBK�MCNMIT9j K�nI\�S1MIptT9MCR1]lO#\�S � A�"y;v��5\�S'T � K�ptUIVXT��]1QImI]1RAWXR1QIR1WXMIf � 0 2 % � û O#\�SR1rITacS1]1R]1QImIf�\GK=V K�MIn>�\�SR1rITl]1T9Y9\�MInBS1T9]AQIVXR1]-WZM6� A�"y � û �jlrIWZVXTlR1rIT`\�R1rIT9SR1rIS1T9TlY9\�pPmIWXMcK�R1WX\�MI]S1T9]1QIVZR�WZM � A��0y � o v ��WXMcK�VXVXN� ]1QImI]1R1WXRAQIR1WXMIf �\�S1T'j^TlnI\�MI\�R^Y9S1T[K=R1T'K�nInIWXRAWX\�McK�V�K�nI\�S1MIptT9MGRA]\�O 4 "$" ��� A��0y�v

    ErITlmc\�RAR1\�p �eQIU�UIrcK�]1TkY9S1T[K�R1T9]R1rIT^O#\�VXVX\�jlWXMIf`K�nI\�S1MIT9nhSAQIVXT9]'g#\�pBWXRAR1WXMIf'K�nI\�S1MIpBT9MCR1]\�O UISAT9n"�WXY[K�RAT9]ljlWXR1rqK�]1WZMIf�VXTK�nI\�S1MIptT9MGR/i��

    � #i��� A �� "(0 2 �/g �Li ��� A��0y � û g ��%���i � 4 " " ��� "(0 2 ��g���i��g � � l�l�i �Lgn� ; �hi��g � ; ��l�i-�g�� � ��l�i)� 4 "$" ��� A�"y � � gn�l%���i9v

    �#R � � 0 2 %

    � û g ��%���i �Lg � ; �hi���� A�"y � û gn�l%���i9v� RR � � 0 2 %

    � o g ��%���i �Lg � ; l�l�i �g�� �;\�l l�i���� A�"y � o g �l%���i9v�#� � � 0 2 %

    � û g ��%:z`i ���

  • � ²��µ������²���¯�����������n²��n°|± ��� � $��)������6�����U�¯��������� iLV9K|R3W9YO_n,R1¬T3V9K|Z9WDTdW9VaKNKNZ"!