Hidden Markov Models Selection Criteria based on Mean Field ......uyit}td.z ikd.}y[ amn w d.z[¢=x...

37
HAL Id: inria-00072217 https://hal.inria.fr/inria-00072217 Submitted on 23 May 2006 HAL is a multi-disciplinary open access archive for the deposit and dissemination of sci- entific research documents, whether they are pub- lished or not. The documents may come from teaching and research institutions in France or abroad, or from public or private research centers. L’archive ouverte pluridisciplinaire HAL, est destinée au dépôt et à la diffusion de documents scientifiques de niveau recherche, publiés ou non, émanant des établissements d’enseignement et de recherche français ou étrangers, des laboratoires publics ou privés. Hidden Markov Models Selection Criteria based on Mean Field-like approximations Florence Forbes, Nathalie Peyrard To cite this version: Florence Forbes, Nathalie Peyrard. Hidden Markov Models Selection Criteria based on Mean Field-like approximations. [Research Report] RR-4371, INRIA. 2002. inria-00072217

Transcript of Hidden Markov Models Selection Criteria based on Mean Field ......uyit}td.z ikd.}y[ amn w d.z[¢=x...

  • HAL Id: inria-00072217https://hal.inria.fr/inria-00072217

    Submitted on 23 May 2006

    HAL is a multi-disciplinary open accessarchive for the deposit and dissemination of sci-entific research documents, whether they are pub-lished or not. The documents may come fromteaching and research institutions in France orabroad, or from public or private research centers.

    L’archive ouverte pluridisciplinaire HAL, estdestinée au dépôt et à la diffusion de documentsscientifiques de niveau recherche, publiés ou non,émanant des établissements d’enseignement et derecherche français ou étrangers, des laboratoirespublics ou privés.

    Hidden Markov Models Selection Criteria based onMean Field-like approximations

    Florence Forbes, Nathalie Peyrard

    To cite this version:Florence Forbes, Nathalie Peyrard. Hidden Markov Models Selection Criteria based on Mean Field-likeapproximations. [Research Report] RR-4371, INRIA. 2002. �inria-00072217�

    https://hal.inria.fr/inria-00072217https://hal.archives-ouvertes.fr

  • ISS

    N 0

    249-

    6399

    ISR

    N IN

    RIA

    /RR

    --43

    71--

    FR

    +E

    NG

    ap por t

    de r ech er ch e

    THÈME 4

    INSTITUT NATIONAL DE RECHERCHE EN INFORMATIQUE ET EN AUTOMATIQUE

    Hidden Markov Models Selection Criteria based onMean Field-like approximations

    Florence Forbes — Nathalie Peyrard

    N° 4371

    Février 2001

  • Unité de recherche INRIA Rhône-Alpes655, avenue de l’Europe, 38330 Montbonnot-St-Martin (France)

    Téléphone : +33 4 76 61 52 00 — Télécopie +33 4 76 61 52 52

    ���������� �������� ������������������������ � !"�#�$���%����� &'�(�)�� � � �� �*+�������-,.����� � �(/�/����10-��2 ������ ���

    3146587�9;:#3?5@7�AB9;CEDGF-HJILK#HM46NO9QP9=R?7SHT7VU

    W�X.Y�Z\[^]�_ `bacZed.fhgjikamlonp[�i1lrqsitamZ�amutgvikaclrnw [^uyx;uyitY�Z�[�u1z�lrZ�q.fm[${b[�u

    |~}tlLy[�i�@1goq.qMlr}i w [(}t[�zXs[�}tzXs[nT#]==b�_ #�;}yam[�}1vrs_ rqJgor[�u

    p��SLJo= a w.w [�nEgv}tolS�}tgon w loZ¡ J[�f w u�gvq.q8[�go}�nJgvitd.}kgvfmfcx�acn�q.}tlr¢sfm[�Z�u£uyd.zXgou�amZ\gor[�ut[�j¤Z�[�n=igvitamlrne¥Xs[�}t[1gon¦d.ns;nslL¥n\z�fmgoutuBgouyutacrn.Z�[�n=iBXJgou~ikl¢M[[�uikamZ\gvit[ we§ }tloZ¨ikXs[�lr¢.ut[�}yvgvitamlrn.u § lr}[VgvzXEq.a©{s[�f«ªG¬£X.l;lruyamn.ikXs[(qs}tlr¢Jgv¢.amfcamuyitamz�Z\l w [�f8ikXJgvi1¢M[�uigvz�z�lod.n=iku § lr}%ikX.[(lr¢.uy[�}r[ ww gvikg�acugonamZ�qMlr}yikgon=i£ J}yuyi1uyit[�q § lr}£ikXs[(®dJgvfmaci¯x\l § ikX.[^uyd.¢.ut[�®d.[�n=i°[�uyitamZ\gvikaclrn�gon w gon.gofcx;utacu�ª~±²z�lrZ\Z�lrn.f³xd.uy[ w ut[�fm[�z�ikaclrn(z�}ta³ik[�}tamlon acu?itX.[%´%gVxo[�utamgoneµ¯n § lo}tZ\gvikaclrn ¬£}tacit[�}yamlrn-¶·´£µ¬�¸�l § `bzX=¥£go}t¹(¶ºS»=o¼r¸)¢sdsi § lr}X.a w.w [�n'go}tvlLp}kgon w lrZ½ .[�f w u�¾.a³iku%[${.gvz�iz�loZ\q.dbigvitamlrnpacu£n.lvi�ik}kgvz�igv¢.fm[ w d.[°ikleitX.[ w [�q8[�n w [�nsz�[uyit}td.z�ikd.}y[amn w d.z�[ w ¢=xikX.[�Egv}tolSEZ\l w [�f·ª°¿À[qs}tlrqMlrut[egoq.q.}ylS{bacZ-gvitamlrnsul § ´£µ¬²¢Jgouy[ w lrn>ikXs[Z�[VgonÁ J[�f w qs}tamnsz�amqsfm[l § uyigjikamuikaczVgofÂqsX®x;uyamz�u�ª�W�X.[�Z\[�gonQ .[�f w ikX.[�lr}yxÁqs}tlS;a w [�u�goqsq.}tlV{bamZ\gvikaclrn.ul § Ego}yolS�}kgvn w lrZ½ J[�f w u�¢=x�uyx;uyit[�Z�ul § acn w [�q8[�n w [�n=ivgo}tamgo¢.fc[�u%fc[Vg w acn.�itl¦it}kgoz�igo¢sfm[°z�lrZ\qsdsigj¤ikaclrn.u�ª�Ã1utamnspikX.acuq.}tacn.z�acq.fm[v¾8¥�[e J}tui w [�}yacr[�gpz�fhgouyul § z�}ta³ik[�}tahg\¢®xÄgoq.q.}ylV{sacZ-gjikamns-ikX.[�go}tvlLw acuyik}yam¢.dbikamlon'acnitX.[�d.uydJgof�´£µ¬Å[�{bq.}y[�utuyamlrnÄgou°g�q8[�nJgofmac¹�[ w fmaco[�fmamXslbl w ª�¿Æ[ itX.[�nE}t[�¥}yacit[e´£µ¬Çacnik[�}tZ�ul § n.lo}tZ\gofmac¹�amns�z�lon.uyikgon=iku¶OqJgo}ikacitamlrn § dsn.z�itamlrn.uk¸%amn.uik[Vg w l § Ego}yolS w amuik}yam¢.dsitamlrnsu�¾b¥XsamzX[�n.go¢.fm[�ud.ueikl>dsut[p Jn.[�}Z\[�gonÈ J[�f w goq.qs}tlV{bamZ\gvikaclrn.uegvn wÉw [�}yaco['lvikX.[�}ez�}yacik[�}tamgEd.utacn.>lrqsitamZ\goffmlS¥�[�}°¢Mlrd.n w u § lr}�itX.[n.lr}yZ-gvfmam¹�amn.¦z�lrn.uyikgon=iku�ª W?l�amfcfmd.uik}kgjik[^ikX.[eqM[�} § lr}tZ\gon.z�[el § lrds}°qJgo}ikacitamlrn§ d.n.z�ikaclrnb¤¯¢.gout[ w goq.q.}ylV{sacZ-gjikamlon-l § ´£µ¬Êgou£geZ\l w [�fMuy[�fc[�z�itamlrn-z�}ta³ik[�}tamlon˾;¥�[ § l;z�d.u�lrnpikX.[q.}t[�fmamZ¤amn.go}yx\amuyutd.[l § zX.l;lrutacn.eikXs[n;dsZe¢8[�}�l § z�fmgoutuy[�u¢8[ § lr}t[°itX.[ut[�rZ�[�n=igvitamlrnpikgoutTªGÌ#{bq8[�}tamZ�[�n=itu�lrnutacZed.fmgvik[ w gon w }t[�gof w gvig'q8lracn=i�lrdbi�lrds}�z�}yacit[�}taclrnÆgou�q.}ylrZ�amutacn..Í(aci^igvo[�u�utqJgvitahgofBacn § lr}tZ\gvitamlrnamn=itlÆgvz�z�lod.n=i\itX.}tlrdsrXÎitX.[EEgo}tvlS+Z\l w [�f%gon w acZ\qs}tlSr[�u¦itX.[�}t[�utd.f³iku�lr¢sigvamn.[ w ¥a³ikXÏ´£µ¬ § lr}amn w [�qM[�n w [�n=iZ�a³{;itd.}t[°Z�l w [�fcu�ª

    ÐsÑÓÒ�Ô«ÕÖj×Õ£ÐjÒ�Ô«ØvÕtÙÂÚÓÙÂÛ)ÕtÙ6ÕtÜ$ÔÝ×ÝÞLÕÔtßràTÔ·Ò�áOÕºâGãärå=æ@ãÝç�èBãÝéêèBë;ìbí®îVï·é£ð�ñjîjò�æ?ósãÝè£ärô�æ8õLöLö¦÷ø8ù^úbî�ð$ûýü?þ®ÿ��bñLî®æ���������� �bí�����;í®í��Æäv÷�� í�vï � ÷;ÿ��� íTæ��@ÿr÷bí��oî®ùÁü��?÷�� ð������������! �"!�$#%���!��&���'!(�)* ��+)-,.�-/���'0#21��=ù�çG÷.=ë=÷;ð�� î3?î�4bÿr÷;ÿ=ú5�©ò6�vþ;ÿ=ÿ=îLí�=ð74÷8�?î����oîLÿ9�:;=ë®î=��� í�?E÷Eñ��sò@oï·ú>��p÷.�ãÝèBãäoéæA ÷���ñLþ;ò%ú;îCBÂîS÷=þ®ð�� îjþTæ � ö ��D åèGîLí®í®îjò�æ0�Ëÿr÷;í��oî®ù#ü���÷� ð+�E �/���F.��,!��G�(+)H��)�'!,$#21��=ù

  • �������������������������������������������� ��!���!"

    #%$'&�(!)+* �,�o µ¯Z\gor[Âuy[�rZ�[�n=ikgvikaclrn˾ a w.w [�n�go}tvlL°}kgon w lrZê J[�f w u�¾vl w [�fruy[�fm[�z�itamlrn˾L´£gSxo[�uyahgonµ¯n § lr}tZ\gvitamlrn�¬£}yacit[�}taclrn˾.[Vgon' J[�f w goq.q.}ylS{bacZ-gvitamlrn@¾s|�go}yitacikaclrn § d.n.z�ikaclrn˪

    -/.�Û0-/1

  • ! �������%�������� ���������������� ��� 2 �\�������� ��� ��#� ��� �£� ������ &�(�������p� ����¡�(/�/��#�0p��2 ������ ������� �-/>� ����� 2 / 2 ��e���

    ��� ���� � �� [�u°Z\l w Y�fm[�u w [�zX.goZ\qsu w [¦Egv}tolSEzVgozX.�ugoq.q.go}kgoacutuy[�n=inJgvitd.}t[�fmfc[�Z�[�n=i w gon.u w [�uq.}ylr¢.fmY�Z\[�u�it[�fmu�®d.[fhg(ut[�oZ\[�n®ikgvikaclrn w�� amZ\gor[1l��pacf8u � gvraci w�� gvitit}tam¢sd.[�}�zXJgo®d.[q.a©{s[�f���dsn.[z�fmgoutuy[�q.go}yitam} w [�u lr¢.ut[�}yvgvitamlrn.u�ªE|?lrd.} z�[�fmgs¾#zXslramuyam}^fm[�Z\l w Y�fm[¦q.}tlo¢Jgo¢.acfmamuik[¦®d.aGq.}t[�n w fm[�Z\ac[�db{>[�nz�loZ\qsit[~fm[�u w lrn.n.�[�u�lr¢.uy[�}r�[�u#[�uyi?q.}tacZ\lo} w amgof«ª@Ã�n(z�}ta³ikY�}t[ w [~uy�fm[�z�itamlrn w [BZ�l w Y�fm[�z�lrZ�Zed.n.�Z\[�n=idsitamfmacut([�uifm[�´%gVxr[�uyahgonÁµ¯n § lo}tZ\gvikaclrnĬ£}yacit[�}taclrn+¶6´£µ¬�¸ w [¦`;zX®¥£go}y¹E¶ºS»=o¼r¸Z\goamu w gonsufm[�z�gou w [�uzXJgoZ�q.u w [1Egv}tolS¦z�gozX.�u�¾bfmg°uyit}td.z�ikd.}y[ w [ w [�qM[�n w gvn.z�[ w gon.uBfc[%Z\l w Y�fm[%}y[�n w fm[�z�gofmz�d.f.[�{sgoz�i w dz�}yacitY�}t[acZ\qMlrutuyam¢.fc[oª���lod.uBq.}tlrqMlruylrn.u w [�uGgoq.qs}tlV{bamZ\gvikaclrn.u w [�´£µ¬+;dsaJut[ § lrn w [�n®iGuyd.}�fc[�q.}tacn.z�acq8[w�� goq.q.}ylV{sacZ-gjikamlon [�nÊzX.goZ\qÊZ�lSxr[�n acutuyd w [ÄfhgÆq.X=xbuyam®d.[>uigvitamuyitam®d.[vª � gÆitX.�lo}tam[ w dÊzXJgoZ�qZ�lLxo[�n § lrd.}tnsaci�d.ns[Àgoqsq.}tlV{bamZ\gvikaclrn w [�u'zX.goZ\qsu w [ÆEgv}tolS qJgo} w [�u'uyx;uyitY�Z�[�u w [Ávgo}yahgo¢sfm[�uamn w �qM[�n w gon=ik[�u¦qMlrd.}efc[�uy;ds[�fmufc[�uez�gofmz�d.fmu utlrn=i�gofclr}tu § goamutgo¢.fm[�u�ª�� f � goa w [ w [�z�[�q.}yamn.z�amqM[o¾Ân.lod.uamn=it}tl w d.amuylrn.u w�� go¢Mlr} w d.n.[ § goZ�amfcfm[ w [Æz�}ta³ikY�}y[�u�lr¢sit[�n®d.u'[�nÇgoq.q.}ylS{bacZ-gon=i�fmg+fclra°Z\go}tvlSbac[�n.ns[®d.a�goq.qJgo}tg��mi w gvn.u�f � [${bq.}t[�ututaclrnÄd.uyd.[�fcfm[ w [ ´£µ¬Çutlrdsu § lr}yZ\[ w [(b}tgoamuy[�Ze¢sfhgon.z�[ qM�n.gofmacut�[vª ��lod.uz�lon.uta w �}ylrn.u�[�n.uyd.acit[~d.n.[B}t��z�}tacitd.}t[ w [�´�µ¬Q[�nit[�}tZ�[�u w [Gz�lrn.uigon=ik[�u w [~n.lr}tZ\gofcamukgjikamlon¶ § lon.z�itamlrn.uw [qJgo}ika³ikamlonT¸?®d.aTgf � gVvgon=igor[ w [1qM[�}yZ\[�itit}t[�f � dsitamfmacukgvitamlrn w�� goq.q.}ylS{bacZ-gvitamlrnsu#q.fcd.u~ Jn.[�u�ª!��lrdsu~[�nw w d.amuylrn.u w [n.lodsr[�godb{-z�}ta³ikY�}t[�uG[�n-dsikacfmamutgon=i w [�u�¢8lr}yn.[�u�lrqsitamZ\gofm[�u w [�u § lrn.z�itamlrnsu w [�qJgo}ikacitamlrnsu�ª|�lod.}�acfmfmdsuyik}y[�}(fm[�u qM[�} § lr}tZ\gon.z�[�u w [pz�[�u w [�}yn.am[�}tu�¾Ân.lrd.u�z�lrn.uya w �}tlrnsuefm[�q.}tlo¢.fmY�Z\[ w dÉzX.lra©{ w d¢Mlrn¦n.lrZe¢.}y[ w [z�fhgvutut[�uBq8lrds}Gfmg°ut[�rZ\[�n=igvitamlrn˪ � [�uB}t�utd.f³igvituGlo¢.ut[�}yr�u£uyd.} w [�u w lrnsn.�[�u�uyamZed.fc�[�u[�i�}y�[�fcfm[�uutlrn=i�q.}tloZ\[�itik[�d.}tu�ª+µ¯fmu¦z�lrnb J}tZ�[�n=i�®d.[�z�[�i¯xbqM[ w [�z�}yacikY�}t[�u�qs}t[�n w ¢.ac[�n+[�nÎz�lrZ�qsit[f � amn § lr}tZ\gvikaclrn�utq.gvikamgofm[vªÌBn>q.go}yitamz�dsfmam[�}�¾Jfc[�u1}t�uyd.fcikgviku�lr¢sit[�n®d.u°uylrn=i°Z�[�amfcfm[�d.}tu®d � gSo[�zfc[ z�}tacit�}y[´£µ¬ zVgofcz�d.fcq8lrds} w [�u1Z\l w Y�fm[�u w [^Z\�fhgon.o[�u�amn w �qM[�n w gon=iku�ª" * L ( $# � \ `b[�rZ\[�n=igvitamlrn w�� acZ-gvr[o¾b¬£XJgoZ�q.u w [^Ego}yolS\zVgozX.�u�¾T`;�fm[�z�itamlrn w [Z�l w Y�fm[�u�¾s¬£}ta³¤ikY�}t[ w�� amn § lo}tZ\gvikaclrnp¢JgVxr�utac[�nɶ6´£µ¬�¸�¾J±�q.q.}ylS{bacZ-gvitamlrn w dzX.goZ\q'Z�lLxo[�n˾TJlrnsz�ikaclrn w [^qJgo}ika³ikamlon˪

  • ] �������������������������������������������� ��!���!"

    !¨� �¦�����?�

    � ��� S * ,��?o�� * � �� � � , , $ � " s *�� � * , $ #6 � � & $ ��O ������� * �Às�� * ��� �O $ � * � ���� " $ ��� $ # ,���� $ * & ���]sªc [Vgon' J[�f w goq.q.}ylS{bacZ-gvitamlrn-q.}tacn.z�acq.fm[ ª(ª ª(ª(ª ª(ª ª^ª(ª ª(ª(ª ª(ª ª(ª(ª ª^ª(ª ª(ª r]sª #am}yuyilr} w [�}�[�gon' .[�f w goqsq.}tlV{bamZ\gvikaclrnpl § ikXs[(q.go}yitacikaclrn § d.n.z�ikaclrn ª(ª(ª ª^ª(ª ª(ª L

    � " $ ��� $ # , # � $ "!#!� *�$ � �Æs�� * � * �%�&�'� ���( ªc ±q.q.}ylV{sacZ-gjikamnseikX.[�)am¢.¢.u w amuyit}tac¢.dsikaclrn�ª ª(ª(ª ª(ª ª^ª(ª ª(ª(ª ª(ª ª(ª(ª ª^ª(ª ª(ª V]( ª ±q.q.}ylV{sacZ-gjikamnseikX.[^qJgo}ika³ikamlon § d.n.z�ikamlon ª ª(ª(ª ª(ª ª^ª(ª ª(ª(ª ª(ª ª(ª(ª ª^ª(ª ª(ª '*

    � + $ ! $ ,� � $ � L �.-*bªc a wsw [�n0/¤¯z�lofmlr}�|?loitituZ\l w [�fcuª ª^ª(ª ª(ª ª(ª(ª ª(ª ª^ª(ª ª(ª(ª ª(ª ª(ª(ª ª^ª(ª ª(ª S¼*bª ��lracut[�¤Ýz�lr}y}td.qbik[ w uyx;n=ikXs[�ikacz acZ-gvr[�u ª ª(ª ª(ª(ª ª(ª ª^ª(ª ª(ª(ª ª(ª ª(ª(ª ª^ª(ª ª(ª o*bªÓ )^}y[�x=¤¯fc[�r[�f)amZ\gor[�u ª(ª ª(ª ª(ª(ª ª^ª(ª ª(ª ª(ª(ª ª(ª ª^ª(ª ª(ª(ª ª(ª ª(ª(ª ª^ª(ª ª(ª o

    - 1 �6V$�?V�� * � ���

    -/.�Û0-/1

  • �� "'" ��� �����'����� � " �� �� ������� ����� � ��� �� � � ����� � " ���� � �� � ���� "� �����'� ����� ����� ��� ��� ������ (

    �Æ���Ë� �����À�^&'����

    �[�o}kg w [ w�� ¤¯z�lrfmlr}|�loiyiku°Z�l w [�f·Í`;[�fm[�z�it[ w�� d.utacn.�´£µ¬ § lr}acn w [�q8[�n w [�n=i^Z�a³{®¤ikd.}y[~Z\l w [�fmu~¶ �"!$#&%$')(~¸$¾jqsut[�d w lv¤¯fcamv[�fmacX.l;l w ¶·| � µ¬�¸Ëgon w Z\[�gon° J[�f w ¤Ýfmamv[�¶ �"!$#+*-,/.)¸goq.q.}ylV{sacZ-gjikamlon.u£l § ´£µ¬ªJW�X.[(}t[�q8lr}ik[ w vgofcd.[�u1go}y[°ikX.[^n®d.Ze¢M[�}1l § ikamZ�[�ugra³r[�n� acu�ut[�fm[�z�ik[ w lrdsil § So¦[${bq8[�}tamZ�[�n=itu�ª ª ª(ª(ª ª(ª ª(ª(ª(ª(ª(ª ª(ª ª(ª(ª ª(ª^ª ª o

    ��lracut[$¤¯z�lo}t}tdsqsik[ w uyx;n=ikX.[�ikacz�amZ\gor[�u�Í?`b[�fc[�z�ik[ w0� d.uyamn.°´£µ¬ § lr}�acn w [�q8[�n w [�n=iBZ�a³{®¤ikd.}y[~Z\l w [�fmu~¶ �"!$# %$')( ¸$¾jqsut[�d w lv¤¯fcamv[�fmacX.l;l w ¶·| � µ¬�¸Ëgon w Z\[�gon° J[�f w ¤Ýfmamv[�¶ �"!$# *-,/. ¸goq.q.}ylV{sacZ-gjikamlon.u£l § ´£µ¬ª ª ª(ª(ª ª(ª^ª ª(ª ª(ª(ª ª(ª ª(ª(ª(ª(ª(ª ª(ª ª(ª(ª ª(ª^ª ª r

    )^}y[�x=¤¯fc[�o[�facZ-gvr[�u�ÍQ`b[�fc[�z�it[ w1� d.uyamn.É´�µ¬ § lr}\amn w [�qM[�n w [�n=i�Z\a©{bitd.}t['Z�l w [�fmu¶2�"!$# %$'3( ¸�¾�q.ut[�d w lv¤Ýfmamv[�fcamX.l;l w ¶6| � µ¬�¸�gvn w Z�[VgonQ J[�f w ¤¯fcamo[¶ �"!$# *-,/. ¸(goqsq.}tlV{ba³¤Z-gjikamlon.u%l § ´£µ¬ª ª(ª(ª ª(ª ª(ª(ª ª(ª^ª ª(ª ª(ª(ª ª(ª ª(ª(ª(ª(ª(ª ª(ª ª(ª(ª ª(ª^ª ª o

    �Æ���Ë� ���Ê*+��4 �p�#��

    `bamZ�d.fhgvitamlrnsul § g � ¤¯z�lrfmlo} |?loititueZ�l w [�f § lr} w a65@[�}t[�n®i vgofmd.[�u�l §7� gvn w98 Ͷ·g=¸�;:=< ¾ 8�:�>@?BADC ¾�¶6¢J¸ �;:FE ¾ 8�:F>@?HG ¾?¶OzS¸ �I:�J ¾ 8K:ML ¾�¶ w ¸ �;:=N ¾ 8�:ML ª ª S»

    ¬£X.[�zv[�}y¢8l=gv} w amZ\gor['Í>¶·gr¸ lr}tacramn.gofBamZ\gor[o¾%¶6¢T¸�nslramuy[�¤¯z�lr}t}yd.qsit[ w amZ\gor[v¾¶6zV¸�j¤z�lrfclr}(ut[�oZ\[�n®ikgvikaclrnÈd.uyamn.ÄÌ� § lo}�amn w [�qM[�n w [�n=iZ�a³{;ikd.}y[�u�¾1¶ w ¸(gon w ¶6[V¸(]v¤Ýz�lrfclr}ut[�rZ\[�n=igvitamlrn.u�dsutamns¦itX.[^utacZed.fhgjik[ w  .[�f w gon w µ¬� gofmrlo}tacitX.Z�u�ª ª ª(ª(ª ª(ª^ª ª b

    � lrrl^amZ\gor[vÍ£¶6g=¸#lr}yamracnJgofsacZ-gvr[o¾T¶O¢T¸Ân.lracut[�¤Ýz�lr}y}td.qbik[ w acZ-goo[o¾T¶OzS¸~gon w ¶ w ¸BL¤Ýz�lrfclr}ut[�rZ\[�n=igvitamlrn.u\d.utacn.+ÌG § lr}-acn w [�qM[�n w [�n=i�Z�a³{;ikd.}y[�u�gvn w ikX.[EutamZ�d.fhgvit[ w  .[�f wgofmolr}ta³ikX.Z'¾8¶6[S¸�j¤Ýz�lrfclr}£uy[�rZ�[�n=ikgvikaclrn�d.utacn.¦µ¬�ƪ ª ª(ª(ª(ª(ª(ª ª(ª ª(ª(ª ª(ª^ª ª b

    ] ´£d.lSx(amZ\gor[1Í�¶·g=¸�lr}tacramnJgvf=amZ\gor[o¾b¶O¢T¸�gon w ¶6zS¸?°gon w L¤¯z�lrfmlr}�uy[�rZ�[�n=igjikamlon.u#d.uyamn.ikX.[uyamZedsfhgvit[ w  J[�f w gofcrlr}ta³ikX.Z }y[�utqM[�z�ika³r[�f³x�amnsacikamgofmac¹�[ w ¢=xpitX.}t[�utX.lrf w amns¦gon w ÌG§ lr}~amn w [�qM[�n w [�n=i£Z�a³{;itd.}t[�u�¾8¶ w ¸#]j¤¯z�lofmlr}Âuy[�rZ�[�n=ikgvikaclrn\dsutamns ÌG § lr}~amn w [�qM[�n w [�n=iZ\a©{;ikd.}y[�u�¾e¶6[V¸�gvn w ¶ § ¸ *Îgon w L¤¯z�lrfmlo}put[�rZ\[�n=igvitamlrn.u�d.uyamn.+µ¬� }t[�uyq8[�z�itacr[�fcxamn.a³ikamgofmac¹�[ w ¢=x�ikX.}y[�uyX.lrf w amn.¦gon w ÌG § lr}�amn w [�qM[�n w [�n=iZ�a³{;ikds}t[�u�ª ª ª(ª(ª ª(ª^ª ª o

    ( |BÌBWǵ¯Z-goo[l § g w lr¦fmdsn..Í�¶·g=¸%lr}yamracnJgofMamZ\gor[v¾�¶ w ¸�j¤Ýz�lrfclr}%uy[�rZ�[�n=igjikamlond.uyamn.ÌG § lr}acn w [�q8[�n w [�n=iZ�a³{;itd.}t[�u�¾~¶O¢T¸�gvn w ¶6[V¸ *j¤Ýz�lrfclr}1gon w j¤Ýz�lrfclr}1ut[�oZ\[�n®ikgvikaclrn.ud.utacn.µ¬�ƾ?¶OzS¸£gon w ¶ § ¸ *j¤¯z�lrfmlr}£gon w j¤Ýz�lrfclr}£uy[�rZ�[�n=igjikamlon.u%d.uyamn.ikXs[utamZ�d.fhgvit[ w J[�f w gofmrlo}tacitX.Z'ª²ª(ª(ª(ª ª(ª ª(ª(ª ª(ª^ª ª(ª ª(ª(ª ª(ª ª(ª(ª(ª(ª(ª ª(ª ª(ª(ª ª(ª^ª ª v]

    * ¬£lrn.uyamuyit[�n.z�x�z�lrn w acitamlrn.u£utlrfcdsikaclrn.ugou 8 vgo}yam[�u ª ª(ª ª(ª(ª(ª(ª(ª ª(ª ª(ª(ª ª(ª^ª ª r |#go}ika³ikamlon § d.n.z�ikamlon'fclr=go}yacitX.Z gvn w i¯¥£l-goq.q.}ylS{bacZ-gvitamlrnsu�ª(ª(ª(ª ª(ª ª(ª(ª ª(ª^ª ª s¼ |#go}ika³ikamlon § d.n.z�ikamlon'fclr=go}yacitX.Z gvn w i¯¥£l-goq.q.}ylS{bacZ-gvitamlrnsu § lr}g E0OKE r}ta w ª(ª^ª ª =» |#go}ika³ikamlon § d.n.z�ikamlon'fclr=go}yacitX.Z gvn w i¯¥£l-goq.q.}ylS{bacZ-gvitamlrnsu § lr}g E0OKE r}ta w ª(ª^ª ª r

    Û�Û ÖPRQ�SUTUV

  • * �������������������������������������������� ��!���!"

    � � �¦�)����� �'�G����� �

    |B}ylr¢.fc[�Z�u1acn=rlrf³bacn.¦amn.z�lrZ�q.fm[�ik[ w gjigs¾J¥X.[�}t[(qJgo}yi1l § ikX.[ w gvikg�acuZ\acututacn.¦lr}d.n.lr¢sut[�}vgo¢.fm[v¾Mgo}t[z�lrZ�Z\lon�amnacZ-gvr[£gvnJgofcx;uyamu�ª?W�X.[goacZ"Z-gVx ¢8[£itl}t[�z�lSr[�}�gvnlr}tacramnJgvf=amZ\gor[B¥X.amzX¦amu#X.a w.w [�n¦gon wXJgou#itl°¢8[£[�uyitamZ\gvik[ w�§ }tloZ gnslramux�lr}�¢.fmds}t}t[ w r[�}tutaclrn˪B'lr}t[%o[�n.[�}kgofcfcxr¾jikX.[£lr¢.ut[�}yo[ w gon w X.a w.w [�nw gvig go}t[�n.loi£n.[�z�[�ututgo}tacfcx�l § itX.[utgoZ\[�nJgvitd.}t[vª~W�X.[°lr¢.uy[�}ogjikamlon.u�Z\gVx�}t[�qs}t[�uy[�n=iZ�[Vgouyd.}t[�Z\[�n®itu�¾�������\Zed.f³ika w amZ�[�n.uyamlrnJgvf�vgo}yahgo¢sfm[�u}y[�z�lr} w [ wƧ lr}[�gozXÀqsa³{b[�f~l § gonÁamZ\gor[e¥X.acfm[eitX.[¦X.a w.w [�n w gvigz�lrd.f w z�lrn.uyamui£l § gon�d.n.®n.lS¥npz�fhgouyu�gvututacrn.Z�[�n=iBikl(¢8[[�uyikacZ-gjik[ w§ }ylrZ ikXs[1lo¢.ut[�}yvgvikaclrn.u § lr}B[VgvzXq.a³{b[�f·ªW�X.amu^z�gout[¦amudsutdJgofcfcxE}t[ § [�}t}y[ w itl'gou^amZ\gor[euy[�rZ�[�n=igjikamlon˪µ¯nQitX.[¦z�lrn=it[�{;i�l § uigvitamuyitamz�gofamZ\gor[¦ut[�rZ\[�n=igvitamlrn˾?zX.l;lrutacn.EitX.[-q.}ylr¢Jgo¢samfmacuyitamzeZ�l w [�f~ikXJgjie¢M[�uyiegoz�z�lrd.n=iku § lr}(itX.[-lo¢.ut[�}yr[ ww gvigÄacugonÉacZ\qMlr}yikgon=i� J}yuyi¦uik[�q § lr} ikX.[�®dJgofcaci¯xQl § ikXs[�utd.¢.uy[�®d.[�n®i-[�uikamZ\gvitamlrnÀgon w gonJgvfcx;utacu�ªµ¯nQZ�lrui°zVgvut[�uitX.[zX.lracz�[amu w lrn.[uyd.¢;y[�z�ika³r[�f³x>d.uyamn.�[${sqM[�}i^®n.lS¥fm[ w r[lr} �'" � � �1qs}tl;z�[ w d.}t[�ugon w ikX.[�}t[^amug¦uyit}tam®acn.fhgoz-l § ux;uyik[�Z-gjikamz w gjigj¤Ý¢Jgout[ w goq.q.}yl=gozX.[�u�ªB¿À[^}t[�zVgoui�itX.amu�zXslramz�[ gvu�gq.}tlr¢sfm[�Z½l § q.}tlo¢Jgo¢.acfmamuikacz�Z�l w [�f@z�lrZ�qJgo}tacutlrnpgon w d.ut[itX.[uyikgon w go} w gvq.q.}tlrgozX�l § ´%gVxr[�u § goz�iklr}yu�ªÌ~vgofcdJgvitamn.pitX.[�´%gVxr[�u § goz�itlr}l § lrn.[¦Z\l w [�f~go=goacn.uyi(gvn.loikXs[�}^amn=rlofcr[�u z�gofmz�d.fhgjikamns-ikX.[�}kgjikaml�l §ikX.[�amn=ik[�r}kgvit[ w fmamv[�fcamX.l;l w u § lr}£[�gozXpZ�l w [�f«¾ ��� ���ÂikX.[�fmamv[�fcamX.l;l w u~l § ikXs[ w gvikg amn=it[�r}tgvik[ w lSr[�}£ikX.[}t[�uyq8[�z�itacr[�Z�l w [�f�qJgo}kgvZ\[�ik[�}yu�ªQJlr}egÄfcloiel § Z\l w [�fcu�l § acn®it[�}y[�uyi�¾ÂikX.[�ut[�amn=it[�r}tgvik[ w fmamv[�fcamX.l;l w ugo}t[�X.amoX w acZ\[�n.utaclrnJgofÂgon w acn=ik}kgvz�igv¢.fm[¦amn=it[�r}tgofmu^utl'ikXJgji�Z�lruyi gVvgoamfmgo¢.fc[eutl § i¯¥£go}y[-amu(r[�n.[�}tgofmf³xamn.[�\z�am[�n®i § lr}itX.[�ac}([�vgofmdJgjikamlon˪�Ggo}taclrd.u^goq.qs}tlV{bamZ\gvikaclrn.uXJgVr[�¢M[�[�nÀq.}tlrqMlruy[ w ª\µ¯nÀqJgo}ikacz�d.fmgo}ikX.[(´%gVxr[�utamgonEµ¯n § lo}tZ\gvikaclrn'¬£}ta³ik[�}yamlrnQ¶6´£µ¬�¸goq.q.}ylS{bacZ-gvitamlrn�l § `bzX=¥£go}t¹p¶S»ro¼=¸£amu�¢.gout[ w lrn�ikX.[� gvq.fhgoz�[°Z�[�ikXsl w�§ lr}%acn=ik[�o}kgofcu�ªÂµÝifc[Vg w u%itl�gon�[�®dJgvitamlrn�ra³;amn.eitX.[fmlrj¤¯amn=it[�r}tgvik[ w fmaco[�fcamX.l;l w gouikX.[�Z-gL{sacZ\ac¹�[ w fclrv¤Ýfmamv[�fcamX.l;l w Z�amn®d.u g'z�lr}t}y[�z�itamlrn ¶6lr}^qM[�nJgvfmam¹�gvikaclrnT¸1it[�}yZ gon w gvn��� L�� [�}y}tlr}¶·gou%itX.[ukgoZ�q.fc[°utac¹�[ik[�n w u�iklacns Jn.a³i¯x.¸$ªB´£µ¬ÊzVgon'¢8[z�lrZ�qJgo}t[ w iklloitX.[�}�uy[�fm[�z�itamlrn�z�}yacit[�}tamgsª��°n.[l § ikX.[�Z¡acu£±�µ¬ ¶O±jgoaco[µ¯n § lr}tZ\gvikaclrn-¬£}tacit[�}yamlrn\l § ±jgoaco[�V»=o=¸~¥X.amzX w a 58[�}tu § }tlrZ½´£µ¬ amn�ikX.[z�lr}y}t[�z�ikaclrnit[�}tZ ¢.dsiXJgou�¢8[�[�n>utXslL¥nÄitlplSr[�}t[�uikacZ-gvit[ itX.[en®d.Ze¢M[�}�l § qJgo}tgoZ\[�ik[�}tuacnEq.}tgoz�itamz�[oªW�X.[z�}ta³ik[�}tamloneq.}tloq8lruy[ w amn¦amuyukgon.[�n¶S»r¼o»=¸�amu~¢.gout[ w lon�uikl;zXJgouikamzz�lrZ\qsfm[�{ba³i¯xegon w acuÂutacZ\acfhgo}�ikl´£µ¬¾;gon w Z�[�itX.l w u�dsutamns�z�}ylrutuGvgofma w gvikaclrn�¶��@XJgon.\S»r»r=¸Âuy[�[�Z q.}ylrZ�amutacn.¢.dsi�ikX.[�am}~ik}tgoz�ikgo¢.acfmaci¯xamnÀlod.} z�lrn=ik[${bieamu(n.loieuik}tgoamrX=i § lr}y¥£go} wÆw d.[�iklitX.[ w [�qM[�n w [�n.z�[�uik}yd.z�itd.}t[pacnÆitX.[ w gjigsªEEgon=xloikX.[�}1goq.q.}yl=gozX.[�u�z�gon¢M[ § lrd.n w amn�itX.[^fmacit[�}tgvikd.}y[°lrn'Z\l w [�fËut[�fm[�z�ikaclrnȶOut[�[ § lr}�acn.uyikgon.z�[^itX.[^fmacuyil § }y[ § [�}t[�nsz�[�u1amn /^gouyu�gvn w 1g § it[�}yxES»r» ( ¸�ª´�µ¬"XJgvu°¢8[�z�lrZ�[e®d.a³ik[eqMlrq.d.fmgo} w d.[eikl-acikuutamZ�q.fcamz�a³i¯x�gon w a³iku�rlbl w }y[�utdsfcikuamnÄz�gout[�u^¥Xs[�}t[

    qb¤Ývgofcd.[�u�gon w itX.[puyikgon w gv} w Z�l w [�fGut[�fc[�z�ikamlonÀq.}ylbz�[ w d.}y[�u¢Jgvut[ w lonÀikX.[�Z ¥�[�}y[�d.n.utgvikacu § goz�iklr}xrªµ¯n ´£µ¬¾ÂitX.[���� L�� [�}y}tlr} w l;[�u¦uyd.rr[�uyi�ikX.['goq.qs}tlV{bamZ\gvikaclrnÀiklÁ¢M[�utlrZ�[�¥XJgji\z�}td w [oª lS¥�[�r[�}[�Z�q.am}yamzVgvf@[�{bqM[�}yam[�nsz�[(XJgou § lrd.n w ikXs[ gvq.q.}tlV{bamZ\gvitamlrnpitl�¢M[^Z\lo}t[^goz�z�d.}tgvik[(amn�q.}tgoz�itamz�[°itXJgon�ikX.[

    -/.�Û0-/1

  • �� "'" ��� �����'����� � " �� �� ������� ����� � ��� �� � � ����� � " ���� � �� � ���� "� �����'� ����� ����� ��� ��� ������

    ��� L�� [�}t}tlo}Âik[�}yZ ¥�lrd.f w uyd.rr[�uyiVª#±uB}t[�=go} w uGZ�l w [�fbut[�fc[�z�ikamlon˾�/^goutuGgon w 1g § ik[�}yx�¶S»r» ( ¸�lr¢.uy[�}r[ikX.gvi^ikX.[�z�}yacik[�}taclrn w lb[�u^n.loi(ut[�[�Z�ikl'¢8[¦r}ylrutuyfcxÁZ�amuyfm[Vg w amn.-amnÆg'®dJgofcacikgvika³r[euy[�n.uy[pgou(fmlrnsgvuikXs[Än®d.Ze¢M[�}pl §^w [�r}y[�[�u�l §§ }t[�[ w lrZ amn=rlrf³r[ w amnÏitX.[>z�loZ\qJgv}tamuylrn acu-}y[�fhgjikaco[�f³x+utZ\gofmf1}t[�fhgvitacr[iklQukgvZ\q.fc[�utac¹�[oª+µ¯n+ikX.acu¦qJgoqM[�}�¾G¥£['z�lon.uta w [�}\Ego}yolS+Z�l w [�f³¤Ý¢Jgout[ w amZ\gor[puy[�rZ�[�n=igjikamlonÏgvn w§ l;z�d.uy[�lonÁitX.[d.uy[\l § ´£µ¬ § lr}°ikXs[d.n w [�}tfcx;acn.�amutuyd.[¦l § zX.l;lrutacn.'g�Z�l w [�f § }ylrZg�z�lrfmfc[�z�ikamlonÄl §X.a w.w [�n�Ego}tvlSp}kgvn w lrZ J[�f w u�ª~µ¯npikX.acu�z�gout[v¾s¥£[XJgVr[n.leuyq8[�z�a³ Jz°}t[�utd.f³iku�lrn-ikXs[°®dJgofma³i¯x�l § ´£µ¬gou gonÆgoq.q.}ylS{bacZ-gvitamlrnÁl § ikX.[�amn=it[�r}tgvik[ w fcamo[�fmacX.lbl w gon w ikX.acu^zX.lramz�[-gvu�g�ut[�fm[�z�ikaclrnÆz�}ta³ik[�}yamlrnÁacugo}yrdJgo¢.fc[oª lS¥£[�r[�}�¾.ikX.[�®d.[�uikamlon�l § ikXs[°z�}yacik[�}taclrn-gv¢.amfcaci¯xeitlgouyx;Z�qsiklvikamz�gofmf³xzX.l;lrut[�ikX.[�z�lr}y}t[�z�iZ�l w [�fËzVgvn¢M[(g w.w }y[�utuy[ w amn w [�q8[�n w [�n®itfcx�l § ikXs[(acn=ik[�o}kgvit[ w fmaco[�fcamX.l;l w goq.q.}ylV{sacZ-gjikamlonpamuyutd.[vªG±�ugonÎamfcfmd.uik}kgjikamlon˾ )^goutuyahgvi¶·orsS¸ q.}tlSo[ w }y[�z�[�n=ikf³xÉikXJgvi § lo}eikX.['Z\lo}t[puyq8[�z�ahgvf�¢.dsi�}t[�fhgvit[ w zVgouy[l § X.a w.w [�n go}tvlL zXJgoamnsu�¾1d.n w [�}�}t[VgvutlrnJgv¢.fm[Äz�lrn w a³ikaclrn.u�¾�itX.[�� �U� �����R�I� � ��������� "9� �������� ��������'������ � � "Â[�uikamZ\gvitlr}@l § ikXs[~n;dsZe¢8[�}�l § X.a w.w [�n(uyigjik[�u�acn°ikX.[~zXJgvamn¥%gvu?z�lrn.uyamuyit[�n=iVª�W�X.amu�[�uyikacZ-gjiklr}amu w [� Jns[ w§ lr}Âg°z�fhgouyuÂl § qM[�nJgofcam¹�gvikaclrn(it[�}yZ\u#itXJgvi~acn.z�fcd w [�u#ikX.[%´£µ¬+z�lr}t}y[�z�ikamloneik[�}yZ gvn w amn=rlofcr[�ugon�gvq.q.}tlV{bamZ\gvitamlrn¦l § itX.[°Z\gj{bamZ�am¹�[ w fmlrj¤¯fmaco[�fmamXslbl w ¥X.aczXpamuGn.loi£n.[�z�[�ututgo}tacfcx�rl;l w ¾bnJgvZ\[�fcxikXs[Z\gj{bamZ�am¹�[ w fmlrj¤¯Z\go}tracnJgofTfmaco[�fmamXslbl w ªÂµ¯n'qJgo}ikamz�d.fhgv}�¾bitX.amuz�}tacit[�}yamlrn�amu�z�lrn.uyamuyit[�n=i�[�r[�nÄa § ikXs[�}t[^acun.leodJgo}kgvn®it[�[itXJgvi£aci�q.}tlS;a w [�u�g�rl;l w goq.qs}tlV{bamZ\gvikaclrn\l § ikX.[amn=ik[�r}kgvit[ w fcamv[�fmacX.l;l w ª�W�X.[zXslramz�[l § ´£µ¬ § lr}Xsa w.w [�nÈgo}tvlLÁZ�l w [�fÂuy[�fc[�z�itamlrnÆgoq.qM[Vgv}tuikX.[�nÆ}y[VgouylrnJgo¢sfm[�gon w ¥£[¦¥amfcf#uyX.lS¥ ikXJgjiz�}yacit[�}tamg�¥acitX'olbl w [�{bqM[�}tacZ\[�n=igof)¢M[�XJgV;amlo}�zVgon'¢8[ w [�}ta³r[ w�§ }tloZ aci�ªW�X.[ w a ��z�dsfci¯x�acn�itX.[(z�lrn=ik[${;il § X.a w.w [�nEEgo}yolS'}kgon w lrZ  J[�f w ufcam[�u�acn�ikXJgviitX.[^Z-gj{bacZ\ac¹�[ w

    fmlov¤¯fcamo[�fmacX.lbl w qJgv}yi°acn>´£µ¬Åamn=olrfco[�u^Egv}tolS w amuik}yam¢.dsitamlrnsu1¥X.lout[e[${.gvz�i^z�loZ\q.dbigvitamlrn'}t[�;dsam}t[�ugonp[${bq8lrns[�n=ikamgofËgoZ�lrd.n=i£l § ikacZ\[vªÂ±u%}y[�=gv} w u%lo¢.ut[�}yr[ w Ego}tvlSp}kgvn w lrZ  J[�f w u%uy[�fm[�z�itamlrn˾��oaËgvn w`b[�xbZ�lrd.}(¶ºS»r» *r¸Gq.}ylrq8lout[^gez�lon.utacuyik[�n=iq.}tl;z�[ w d.}t[¢.gout[ w lrn�qM[�n.gofmac¹�[ w ´�[�ukgv�qsut[�d w lv¤¯fcamv[�fmacX.l;l w¶·´�[�ukgvES»= ( ¸�gon w Z\[�n®itamlrn § [�¥ÅloikX.[�}�qs}t[�;aclrd.u¥£lr}y®u¶6uy[�[(ikX.[(}t[ § [�}t[�n.z�[�u�itX.[�}y[�amnJ¸�ª£¿ X.[�nEikXs[ J[�f w u�go}t[1X.a w.w [�n@¾bfcacititfm[%X.gou�¢M[�[�n w lrns[1itleg w.w }t[�uyu�itX.[�uy[�fc[�z�itamlrn�q.}ylr¢.fm[�Zª�W?¥�lgoqsq.}tlV{bamZ\gvikaclrn.ul § ´£µ¬ go}y[\q.}ylrqMlrut[ w amnÆ`;ikgon § lr} w gon w 1g § ik[�}yx϶·orsL¸$Í § lr}ikX.[\| � µ¬ ¶·|~ut[�d w lv¤Ýfmamv[�fcamX.l;l w µ¯n;¤§ lr}yZ-gvitamlrn'¬£}yacit[�}taclrnT¸�itX.[ }y[�®d.ac}t[ w Z-gL{sacZ\ac¹�[ w'w amuyit}tac¢.dsikaclrn�amu1goqsq.}tlV{bamZ\gvik[ w ¢=x�itX.[��°amgonEgvn wW�aciyik[�}tamnsoiklrn(q.uy[�d w lj¤¯fmaco[�fmamXslbl w ¶��°ahgon gon w W�a³itit[�}tacn.oitlrn-S»o»sL¸�¾L¥X.acfm[�gutacZ\q.fc[�}?goq.qs}tlV{bamZ\gvikaclrn˾ĵ¬ ¶·Ego}toamnJgofG'a³{;ikd.}y[-µ¯n § lo}tZ\gvikaclrnƬ£}tacit[�}yamlrnT¸°acu ¢Jgvut[ w lrnÀikXs[-Z\go}tracnJgof w amuyit}tac¢.dsikaclrnÁl §q.a©{s[�f8vgofcd.[�u�ªÂµ¯n�q.}kgvz�ikacz�[v¾srl;l w }t[�uyd.fcitu�go}y[}t[�q8lo}yik[ wp§ lr}%| � µ¬Êamn�`;ikgon § lr} w gon w 1g § it[�}yxE¶·orsL¸¥X.[�}t[Vgvuĵ¬Åacu1fc[�uyuukgjikamu § goz�itlr}yxoª%µ¯nitX.amu1qJgoqM[�}�¾J¥£[ q.}tlrqMlruy[egoq.qs}tlV{bamZ\gvikaclrn.u�l § ´£µ¬Ç¢Jgouy[ wlrn>ikXs[�Z�[VgvnQ J[�f w q.}yamn.z�amq.fc[oª¦[�gonÁ J[�f w itX.[�lo}yx>l § uyikgvikacuyitamzVgvfÂq.X=x;utamz�up¶·¬£XJgon w fm[�}V»r¼=r¸acu^gongoq.qs}tl=gozX�qs}tlS;a w acn.egon�gvq.q.}tlV{bamZ\gvitamlrn�l § gEgv}tolS-}kgon w lrZ J[�f w ¢®x-g�uxbuik[�Z l § amn w [�qM[�n w [�n=ivgo}tamgo¢.fc[�u�gon w fc[Vg w acn.¦ikl\it}kgoz�igo¢sfm[(z�lrZ�q.dsikgvikaclrn.u�ª¿Æ[�d.uy[g-r[�n.[�}tgofmac¹Vgvitamlrn�l § itX.[eZ�[Vgon' J[�f wq.}yamn.z�amq.fc[%q.}t[�ut[�n®it[ w acn�g^qs}t[�;aclrd.u~¥£lo}t'¶«¬£[�fm[�db{8¾bJlr}y¢8[�u�¾;gon w |�[�x;}kgo} w orrr¸#gon w�w [�}taco[1g(z�fhgouyu

    Û�Û ÖPRQ�SUTUV

  • ¼ �������������������������������������������� ��!���!"

    l § z�}yacit[�}tamg�itXJgvi amn.z�fmd w [�ue| � µ¬ gou�gEqJgo}ikamz�d.fhgv}(z�gout[-gon w gvueg}y[�uyd.fci�raco[�u�uylrZ�[\n.[�¥½amn.uyamrX=ilrnÁacikun.gvikd.}y[oª�¿Æ[�gofmuyl�utX.lS¥ itXJgviitX.[uyit}kgoacrX=i § lr}¥%go} w d.ut[¦l § ikX.[Z�[VgvnÁ .[�f w goqsq.}tlV{bamZ\gvikaclrnzVgon>¢M[�acZ\q.}ylSr[ w ¢=x}t[�¥}taciyikacn.p´£µ¬ÅacnEik[�}tZ�u°l § n.lr}yZ-gvfmam¹�amn.¦z�lrn.uyikgon=iku�¶OqJgo}yitacitamlrn § d.n.z�ikamlon.u¸amn.uik[Vg w l § Egv}tolS w amuyit}tac¢.dsikaclrn.ugvn w itX.[�n+d.uyamn.ÁlrqbikamZ\gof�Z\[�gonÉ J[�f w fclS¥£[�}¢8lrdsn w u¶ )am¢.¢su¤´£lrrlrfcamd.¢MlS=¤ºJ[�x;n.Z\gonÄ¢Mlrd.n w u¸ § lr}ikX.[¦n.lr}yZ-gvfmam¹�amn.-z�lrn.uigon=itu�ª\¿Æ[ w [�}yacr[itX.amu¥£gSxÆgonQloitX.[�}ik}kgvz�igv¢.fm[pz�}ta³ik[�}yamlrn w [�n.loit[ w ¢=x �"!$# *-,-. ª �°d.[�uikamlon.ul § amn=ik[�}t[�ui�}t[�fc[�vgon=iiklÁZ�l w [�f£uy[�fc[�z�itamlrnamn.z�fmd w [�zX.lbloutamns�itX.[\Ego}yolS> J[�f w n.[�acrX®¢8lr}yX.l;l w lr}Z�lr}y[er[�ns[�}kgvfmfcxEacitu[�n.[�}tox § dsn.z�itamlrnQgon wzX.lbloutamnsEikX.[\n®d.Ze¢M[�}el § z�fhgvutut[�uamnQ¥X.amzXÈitlÄut[�rZ\[�n=i�ikXs[ w gvikgsªEW�X.[�xÈz�gonÉgofcfG¢M[�g wsw }t[�utut[ wuyik}tgoamoX®i § lr}y¥£go} w fcx�amn¦lrd.} § }tgoZ\[�¥£lo}te¢.dbiG¥�[ § lbz�d.uBlrn�itX.[fhgviyik[�}~¢8[�zVgod.uy[�l § acitu~q.}kgvz�ikaczVgofsamZ�q8lr}º¤igon.z�[oª£ÌÂ{bqM[�}yamZ�[�n=iku1lrnEuyamZedsfhgvit[ w gon w }t[�gof w gvig¦qMlramn=i1lrdsi �"!$# *-,-. gvug¦q.}tloZ\acutamnsz�}ta³ik[�}tamlon˪µÝiacu�[�gouyx�ikl�z�loZ\q.dbik[egvn w uyX.lS¥url;l w gon w uyigv¢.fm[^qM[�} § lo}tZ\gon.z�[vª�µÝi�ikgoo[�u°utq.gvikamgof)amn § lo}tZ\gvikaclrnamn=ikl¦goz�z�lrdsn®iitX.}tlrdsrXpikX.[ Egv}tolS�Z�l w [�f@gon w amZ�q.}tlSo[�u%ikXs[}t[�uyd.fcitu�lr¢sikgoamn.[ w ¥acikX�´�µ¬ § lr}%acnb¤w [�qM[�n w [�n=iGZ\a©{bitd.}t[�Z\l w [�fmu�ª?µ¯n¦qJgo}ikamz�d.fhgv}�¾oa³iÂuy[�[�Z�uÂikl^gVolra w itX.[�lSr[�}y[�uikamZ\gvitamlrnel § itX.[%n®d.Ze¢M[�}l § z�fhgouyut[�u1lo¢.ut[�}yr[ w amn'´£ac[�}ynJgoz®a«¾T¬£[�fm[�db{8¾Tgon w )^lSvgo[�}i ¶«oor=¸�ªW�Xs[z�lrZ�q.fm[�ik[ qJgo}kgvZ\[�ik}tacz�Z�l w [�fmu § lr}itX.[elr¢.uy[�}r[ w gon w dsn.lr¢.uy[�}yo[ wÆw gvig-go}t[uyq8[�z�ac .[ w amn

    `b[�z�ikamlonÈ�gon w ikX.[�¢Jgouyamz�u § lo} ´�µ¬ go}t[¦}y[�zVgvfmfm[ w amnÀ`b[�z�ikamlonÀsª�W�X.[�Z\[�gonÁ J[�f w goqsq.}tlV{bamZ\gvikaclrnq.}tacn.z�acq.fm[(amu�¢.}tac[ � xq.}t[�ut[�n®it[ w amnÁ`;[�z�itamlrnE]�gon w acnÁ`b[�z�ikaclrn ( ¥�[utX.lS¥ X.lS¥¨¥�[eq.}ylrqMlrut[�itl�d.ut[aciitl�z�lrZ�q.dsit[goq.qs}tlV{bamZ\gvikaclrn.u1l § ´£µ¬ gvn w>w [�}yaco[en.[�¥ z�lrZ�q.dsikgvikaclrnJgof³xpik}tgoz�ikgo¢.fc[ez�}yacik[�}tamg § lr}X.a w.w [�n Ego}tvlS+Z\l w [�f�uy[�fc[�z�itamlrn@ªÏÌ#{bqM[�}tacZ\[�n=iku\go}t[�}t[�q8lo}yik[ w acnÏ`b[�z�ikamlon *Qgon w g w amutz�d.utuyamlrnut[�z�ikaclrn�[�n w uikXs[(q.goq8[�}�ª

    � �����'���� ��#� ��� 2 ���������

    � [�i�� ¢M[eg Jn.a³ik[(ut[�i°l § uyacit[�u¥acikXEg\n.[�amrX®¢Mlr}tXslbl w ux;uyik[�Z w [� Jn.[ w lrnEa³iVª � [�i������ :Qw [�n.loik[ikX.['n®d.Ze¢M[�}-l § uta³ik[�u�ª ± i¯x;q.aczVgof1[�{sgoZ�q.fm[�acn amZ\gor['gon.gofcx;utacu¦amu¦ikX.['i¯¥£l w amZ�[�n.uyamlrnJgvf%fhgviyikacz�[¥acikXQg�ut[�z�lrn w lr} w [�}^n.[�acrX®¢8lo}tX.l;l w uxbuik[�Zª-Tlo}[VgozXÆutacit[o¾)ikXs[\n.[�amrX®¢Mlr}tu^gv}t[ikX.[�[�acrX=i^uta³ik[�uutd.}y}tlrd.n w amn.ÀaciVªÇ± ut[�i�l § uta³ik[�u�� acupzVgvfmfm[ w gÀz�fmac;ds[Ea § itX.[Äuyacik[�u�go}y[Ägofcf�n.[�amrX®¢Mlr}tu�ª � [�i�¢8[�gE Jnsacik[-ut[�i¥a³ikX � [�fc[�Z�[�n=iku�ªÈÌBgozX+l § ikX.[�Z ¥amfcf�¢M[�}t[�q.}t[�ut[�n®it[ w ¢®xÈgÄ¢.amn.go}yxÆr[�z�iklr}l §fm[�nsoikX � ¥a³ikXplon.[z�lrZ\qMlrn.[�n=i�¢8[�amn.\r¾.gvfmfTloikXs[�}tu£¢8[�amn.b¾buyleikXJgvi� ¥amfcfT¢8[�ut[�[�n'gou£acn.z�fcd w [ wamn�� >��UL���� ªÉ¿À[ w [� Jn.[g w amutz�}t[�ik[EEgo}tvlS+}kgon w lrZ  J[�f w gou\gÁz�lrfmfc[�z�ikamlonÉl §w amutz�}t[�ik['}kgon w lrZogv}tahgv¢.fm[�u�¾�� : ����� ����� � � ¾ w [� Jn.[ w lrn ��¾;[VgvzX����8ikgo®amn.^vgofmd.[�u�acn ¦¾;¥Xslrut[~ylramn=iGq.}tlo¢Jgo¢.acfmaci¯xw amuik}tac¢.dsitamlrnputgvikacuy J[�u1itX.[ § lrfcfmlS¥amn.�q.}tlrqM[�}ikac[�u�¾

    !#"$� % * �'&(��� "*)�+-, �/. � : % * �'&(����&10 �324�65 � � � �7� ¶L¸!#"$� % * � " �98 >�� ¶«r¸

    -/.�Û0-/1

  • �� "'" ��� �����'����� � " �� �� ������� ����� � ��� �� � � ����� � " ���� � �� � ���� "� �����'� ����� ����� ��� ��� ������ »

    ¥X.[�}t[ " )�+-, �/. w [�n.loit[�u�gQ}t[�gofmac¹VgvitamlrnÉl § ikX.[' J[�f w }t[�uyit}tamz�ik[ w ikl � � � � ��: � 2 � � � 2��: � � gvn w5 � � �w [�n.loit[�uikX.[¦uy[�i^l § n.[�acrX®¢8lo}tu°l § � ªelr}y[r[�n.[�}kgofcfcxo¾Ëa §�� amu°g�uyd.¢.uy[�i(l § �%¾Ë¥£[¥amfcf?¥}yacit["��À§ lr} ��&(� � � ��� � ªeµ¯nÁ¥�lr} w u�¾�q.}tlrqM[�}i¯xζS¸Z\[�gon.u°ikX.gvi^amn=ik[�}kgoz�ikaclrn.u¢M[�i¯¥�[�[�nÆuta³ik[ � gon w ikXs[loitX.[�}1uta³ik[�u�goz�ikdJgofcfcx�}y[ w dsz�[ itl-acn®it[�}tgoz�itamlrn.u�¥a³ikXEa³ikun.[�amrX®¢Mlr}tu�ª|B}ylrqM[�}yi¯xƶ·r¸�amu1amZ�q8lr}igon=i § lr}ikXs[ goZ�Z\[�}tuyfm[�x=¤º¬£fma 58lr} w itX.[�lr}y[�Z ikl>X.lrf w ªÁW�X.amu ikX.[�lr}t[�Z uyikgvik[�ueikXJgjieikX.[ yloamn=ieq.}ylr¢Jgo¢samfma³i¯xw acuyik}yam¢.dbikamlonÀl § g>go}tvlLÆ J[�f w amu�g )am¢.¢.u w amuik}yam¢.dsitamlrn ¶ § lr}(¥X.amzXÈ¥�[pd.uy[pikX.[-n.loigjikamlon % * ¸ra³r[�n'¢=x

    % * � " � : �

    ������� ����� � " � � � ¶·r¸¥X.[�}t[�� acu%ikX.[^[�n.[�}yox § d.n.z�ikaclrn

    � � " � : ��� � � " � ��? ¶6]=¸W�X.[ utd.Z amu1lSr[�}�ikX.[ ut[�il § z�fmam®d.[�ugvn w ikXs[ � � ugo}t[^ikX.[ z�fcam®d.[(q8loit[�n=ikamgofmu¥X.aczXÄZ-gVx w [�q8[�n wlrnpq.go}kgoZ�[�it[�}yu�¾snsloi�utqM[�z�ac J[ w amn-itX.[°n.lvigvitamlrn˾ : � " ����� ����� � " � � acu�itX.[°n.lr}yZ-gvfmam¹�amn. § gvz�iklo}gofcutl¦zVgofcfm[ w ikX.[^qJgo}ika³ikamlon § d.n.z�itamlrn@ªÂ¿À[¥amfcf@¥}ta³ik[ � " ¶O}t[�uyq˪ �"�� ¸guyd.Z�lSr[�}�gofcf@qMlrutuyam¢.fc[°ogvfmd.[�ul §�" ¶6}y[�utq@ª "�� ¸�ª�W�Xs[-z�loZ\q.dbigvitamlrnÁl §� amn=rlrf³r[�uegofcf~q8lruyutac¢.fm[¦}t[�gofmac¹Vgvitamlrnsu " l § itX.[�go}tvlL J[�f w ªÈW�Xs[�}t[ § lr}t[v¾£a³iamuacnÉr[�n.[�}kgof�[${bq8lrns[�n=ikamgofmf³xÀz�lrZ\qsfm[�{Égon w n.loi¦z�lrZ�q.dsigjikamlonJgofmf³x § [Vgouyam¢.fc[oªW�X.acuezVgonÉ¢M[�gÄq.}ylr¢.fc[�Z�¥X.[�n+d.uyamn.ÄitX.[�uy[�Z\l w [�fmu�acnÈuta³ikdJgjikamlon.u(¥Xs[�}t[�gvnÉ[�{bq.}t[�utuyamlrn+l § ikXs[ylracn®i w acuyik}yam¢.dbikamlon % * � " � acu£}y[�®d.am}y[ w ª~±�n�goq.q.}ylV{sacZ-gjikamlon\l § itX.[ w amuyit}tac¢.dsikaclrn>¶6=¸Gacu�itX.[q.uy[�d w lv¤fmaco[�fmamXslbl w acn®it}tl w d.z�[ w ¢®x�´£[�utgoĶºS»= ( ¸%gon w�w [� .n.[ w gou

    �! � " � : "�$# ) % * �'&(��� " '&% �(' � ? ¶ ( ¸

    ÌBgozX�ik[�}yZ amn�itX.[^q.}tl w d.z�i�acu�[Vgoux�ikl¦z�loZ\q.dbik[o¾

    % * �'&(��� " '&% �(' � :�)��� ��� ��+* �

    � � " � � �� ,.-/����� �0�1��+* �

    � � "32� � � � ¶ *r¸

    ¥acitX " 2 � : ��& 2� � &10 � 2 �54�� 26�: � � ªÂÌ#{bq.}t[�ututaclrn¶ ( ¸�amu#g°r[�n®d.acn.[%q.}ylr¢Jgo¢.acfma³i¯x w amuik}yam¢.dsitamlrn lrn.f³x(¥Xs[�nikXs[¦vgo}yahgo¢sfm[�u^gv}t[amn w [�qM[�n w [�n=i�¢sdsi(aci^zVgvnÆ¢M[¦d.ut[ w ikl�lr¢bigoacnQ[�uyitamZ\gvik[�ul § gEgo}yolSÁ}kgvn w lrZ J[�f w q.go}kgoZ�[�it[�}yu�ª-µÝi XJgou(¢M[�[�nÀd.ut[ w ¢=xÆ`;igon § lr} w ¶S»r»o»=¸amnÁikX.[\Z\l w [�f~ut[�fc[�z�ikamlonÆz�lrn=ik[�{;i�¶6ut[�[`b[�z�ikaclrn ( ¸�ª#µ¯nÄ`b[�z�itamlrn ( ¾b¥£[¥amfcf8dsut[^loikXs[�}goq.qs}tlV{bamZ\gvikaclrn.u£¢.gout[ w lrn�ux;uyik[�Z\u1l § amn w [�qM[�n w [�n=ivgo}tamgo¢.fc[�u�ªW�Xs[�am} § goz�itlr}tac¹Vgvitamlrn'q.}tloq8[�}yikac[�u°uyamZ�q.fma § x�z�lrZ�q.dsikgvikaclrn.u�gou�¶ ( ¸�gon w itX.[�xEz�lr}y}t[�utqMlrn wiklvgofca w q.}ylr¢Jgo¢.acfma³i¯x\Z�l w [�fcu�ª

    Û�Û ÖPRQ�SUTUV

  • S �������������������������������������������� ��!���!"

    µ¯Z\gor[uy[�rZ�[�n=ikgvikaclrnÆacn=rlrf³r[�u^lr¢sut[�}r[ wÈw gvikggon w d.nslr¢.ut[�}yo[ wÈw gjigpikl'¢8[¦}y[�z�lSo[�}t[ w ªpW�X.[d.n.lr¢.uy[�}r[ wÎw gvikgEamu�Z\l w [�fc[ w goug w acutz�}y[�it[�Ego}yolSÈ}tgon w lrZ  J[�f w ¾ �¾Âgou w [� Jn.[ w amnʶ·=¸¥acikX[�n.[�}tox § d.n.z�ikaclrn � w [�qM[�n w amn.�lrnpg(qJgo}kgvZ\[�ik[�} 8 ªÂµ¯npXsa w.w [�n�Egv}tolS�Z�l w [�fmu�¾®itX.[lo¢.ut[�}yvgvikaclrn.u� go}y[�z�lon w acitamlrn.gofmf³x�amn w [�qM[�n w [�n=iraco[�n �%¾)goz�z�lr} w amn.�ikl�g w [�n.uta³i¯x��Á¥X.amzX>acu°gouyutd.Z�[ w itl�¢8[l § itX.[ § lrfmfclS¥amn.�i¯x;qM[\¶��amugqJgo}tgoZ�[�ik[�}gon w ikX.[�� � � u�gv}t[ra³r[�nJ¸�¾

    � ��� � "$� � � : "�$# ) � � ���� ��&(� � � � ¶«r¸

    : ����� � ��$# )�

    ��� � � ���� ��&(� � � �7� �

    goutuyd.Z\acn.^ikXJgvi�gofcf.ikX.[�� � ���� ��&(� � � � gv}t[q8loutacitaco[oªÂW�X.acu�Z\gov[�uBikX.[1Z\l w [�fMuyamZ�amfmgo}�itl�gon\amn w [�qM[�nb¤w [�n=iZ�a³{;ikds}t[(Z\l w [�f�¶ ��� �('z � gozX.fmgon>gon w |�[�[�fBoro=¸�ª1±nÄacn w [�q8[�n w [�n=i^Z�a³{;ikds}t[(Z\l w [�f�z�lrd.f w¢8[ut[�[�n-gou£g^X.a w.w [�n-Ego}yolS¦Z�l w [�f.¥X.[�}y[1itX.[X.a wsw [�n� J[�f w �ÆamuBlrns[1l § amn w [�qM[�n w [�n=i£a w [�n=itamzVgvfmfcxw amuik}tac¢.dsit[ w vgo}tamgo¢.fm[�u�ªÂµ¯n�ikXs[(o[�n.[�}kgof)z�gout[v¾.ikX.[^z�loZ\q.fc[�it[fmamv[�fcamX.l;l w amu�ra³r[�n¢=x

    % * ��� � " ��� ��8 � : � ��� � "$� � � % * � " � 8 �: � 8 �

    � "

    �$# ) � � ���� ��&(� � � � " � ����� � ��� � " � � 8 �7� ¶·¼=¸

    : � 8 �

    � ����� � ��� � " � 8 ���1��$# ) ���� � � ���� ��&(� � � �7� ?

    W�X;dsu1itX.[^z�lrn w acikaclrnJgofM J[�f w � oacr[�n�� : �Éamug�Egv}tolS� J[�f w gou �Ïamu�ª~µÝiku[�n.[�}tox § d.n.z�itamlrn�acu� � " ��� � � ��8 � : � � " � 8 � � �

    �$# ) ���� � � ���� ��&(� � � � ? ¶·»=¸µ¯nÁitX.[ § lrfcfmlS¥amns w [�r[�fclrq.Z�[�n=iku�¾)¥£[e¥acfmf?}t[ § [�}°ikl'Egv}tolSÄ .[�f w u �êgon w � ra³r[�n�� : � gvuikX.[Z-go}yramn.gof@gvn w z�lrn w a³ikaclrnJgofM J[�f w ugon w'w [�nsloik[^¢=x�� : ��� ��8 � itX.[r[�z�iklr}qJgv}kgoZ�[�it[�}�ª

    � � � e��)���(� � � �v�^�Â2 �������� !"�������%����� �

    µ¯nêg+´%gVxo[�utamgon § }kgoZ�[�¥�lr}tT¾gÀ¥%gVx l § ut[�fm[�z�ikacn.ÎgÉZ\l w [�fgoZ�lrn.�� Z\l w [�fcu � � � �"! �U?U?U? � �$#z�lrn.uyamuiku�l § zX.lbloutamnsEikX.[\Z\l w [�fB¥a³ikXÈXsamrX.[�uyi�q8lruik[�}tamlo} q.}ylr¢Jgo¢samfma³i¯xrª�´�xÀ´%gVxr[�ueikX.[�lr}t[�Z¾?ikX.[q8lruik[�}tamlo}%q.}tlo¢Jgo¢.acfmaci¯x\l § �"%�¶�& � � L �U?U?U? � � � ¸£ra³r[�n�itX.[ w gvig'�Éacu

    % �(�"%�� � � : % * �)� �*�"% � % �(�"% �#�+-, � % * ��� �*� + � % �(� + ��

    ¥X.[�}y[ % * �)���*�"% � acuGitX.[acn®it[�r}tgvik[ w lr}GZ\go}tracnJgofJfcamo[�fmacX.lbl w l § Z�l w [�f.�"%%gon w�% �(�"% � acu�a³ikuGq.}taclr}q.}tlr¢.go¢.amfcaci¯xoª)±utuyd.Z�amn.ikXJgji#gvfmf=Z�l w [�fmu)XJgVo[£[�®dJgvf;qs}tamlo})q.}tlr¢.go¢.amfcacitam[�u�¾SzX.l;lrutacn.�ikX.[GZ\l w [�fr¥acikX

    -/.�Û0-/1

  • �� "'" ��� �����'����� � " �� �� ������� ����� � ��� �� � � ����� � " ���� � �� � ���� "� �����'� ����� ����� ��� ��� ������ r

    ikXs[�X.acrX.[�uyiGq8louyik[�}taclr}Bq.}tlr¢.go¢.amfcaci¯x amuB[�®d.a³vgofm[�n®iGikl(ut[�fm[�z�iGikX.[1Z\l w [�fs¥acitX\ikXs[�fmgo}tr[�uyiBacn®it[�r}tgvik[ wfmaco[�fmamXslbl w ¾

    % * ��� �*�"% � :�� % * �����*��% � �"% � % ����%�� �"% ��� ��% � ¶S=¸¥X.[�}t[ ��%^vgo}tac[�u^amnÁikXs[\Z�l w [�f �"% qJgo}tgoZ�[�ik[�}^utqJgoz�[pgon w % �(��%��*�"% � acu^itX.[�q.}taclr} w amuik}yam¢.dsitamlrnlrn���% § lr} itX.[-utgoZ\[\Z\l w [�f«ªE¬£lrZ\qsdsikacn.ɶºS=¸(acu�n.lvied.uydJgofmf³x>ik}tgoz�ikgo¢.fm[vªE±¡utamZ�q.fc[-gon w l § ik[�n}t[�fmamgo¢.fm[�¥%gVxikl�goq.qs}tlV{bamZ\gvik[~ikXs[Gacn=ik[�o}kgvit[ w fmamv[�fcamX.l;l w amu�q.}tlS;a w [ w ¢®x^itX.[G´%gVxr[�uyahgon µ¯n § lr}yZ-gvitamlrn¬£}ta³ik[�}tamlonQ¶·´£µ¬�¸%l § `bzX=¥%gv}t¹�¶ºS»=o¼r¸°¶6uy[�[ § lr}�amn.uigonsz�[ /^goutu1gon w 1g § ik[�}yx>V»r» ( ¸$¾

    < �� � % * �)� � �"% ��� �"!$# ���"% � : <

    ��� % * �)� ������% � � � %

    ��� � � � ¶rL¸¥X.[�}t[ � ��% acu%ikX.[^Z\gj{bamZed.Z½fmaco[�fmamXslbl w [�uyikacZ-gjik[l § ��%V¾

    ���% : �� ��� � ���� % * ��� ����% � �"% �7�gon w�� %Gamu~ikX.[n®d.Ze¢M[�}Gl §8§ }t[�[qJgv}kgoZ�[�it[�}tuBacn\Z�l w [�f �"%VªÂµÝiGXJgouG¢8[�[�n\¥a w [�f³xed.uy[ w acnikX.[1z�lrn=it[�{;il § ut[�fc[�z�ikamns\ikXs[ n®d.Ze¢M[�}1l § z�lrZ�q8lrns[�n=iku1amn'amn w [�qM[�n w [�n=i°Z�a³{;ikd.}y[^Z\l w [�fcu ¶·J}kgofc[�x�gvn w 1g § ik[�}yxS»r»o¼s¾Jlb[ w [�}gon w ¿Àgoutuy[�}yZ-gonÁS»o»=r¸�ª~µ¯n�ikXsamu�z�lon®it[�{;i´£µ¬ fcamZ�acigjikamlon.uBXJgVr[(¢8[�[�n'q8lracn=ik[ w lrdbigon w acneqJgo}ikamz�d.fhgv}�¾oa³i~XJgou~¢M[�[�n¦lr¢.ut[�}yo[ w ikXJgviBacneq.}tgoz�itamz�[%itX.[�z�}yacit[�}taclrnez�gonik[�n w itllSr[�}y[�uikamZ\gvit[ikXs[�}yamrX=iGn®d.Ze¢M[�}Gl § z�loZ\qMlrn.[�n®ituG¥Xs[�n-itX.[1it}td.[1Z�l w [�fJamuGn.loiGamn ��� � �U? ?U? ? �$# � ¶6uy[�[°´�am[�}ynJgoz®a«¾¬£[�fc[�db{8¾Tgon w )lSogv[�}yi�vrr=¸$ªJlr} a w.w [�n>go}tvlL'Z�l w [�fmu�itX.[ w a ��z�d.f³i¯x�z�lrZ�[�u § }tlrZ¡ikXJgvi � ���% gon w6% * ��� � � ��% � go}y[ n.lvi

    gVvgoamfmgo¢.fm[vª�Jlr}#´�µ¬¾oZ�[�ikXsl w u?d.uyamn.�utamZ�d.fhgvitamlrnsu?X.gSo[%¢M[�[�n�amn=r[�uyikac=gvit[ w acn ��[�¥�iklrnegon w 1g § ik[�}yx¶V»r»o]®¸�¥X.acfm[^`®igon § lo} w ¶S»r»o»=¸£q.}tloq8lruy[ w d.utacn.ikX.[^q.uy[�d w lv¤¯fcamo[�fmacX.lbl w ¶ ( ¸�gou1gon'goq.q.}ylS{bacZ-gvitamlrniklikXs[�acn®it}kgoz�igo¢sfm[GEgo}yolS w amuik}yam¢.dsitamlrn@ª)µ¯n ikXsamu�qJgoqM[�}�¾j¥�[£uyd.rr[�uyi�d.utacn.1itX.[GZ\[�gon( .[�f w goq.qs}tlV{®¤amZ\gvitamlrnÄqs}tamnsz�amqsfm[�itl w [�}ta³r[�g�z�fmgoutu^l § loikXs[�}ik}tgoz�ikgo¢.fm[z�}ta³ik[�}yahgsª ±u § lr}°ikXs[�qsut[�d w lv¤¯fcamv[�fmacX.l;l wgoq.qs}tlV{bamZ\gvikaclrn˾sa³i1z�lrn.uyamuiku1l § }y[�q.fmgoz�acn.ikX.[(lr}yamracnJgof)go}tvlL w acuyit}tam¢sdsikaclrn�¢=x'g\q.}yl w dsz�i1[Vgouyam[�}ikl w [�gofJ¥acikX@ª#¿À[1}t[�zVgofcf.ikX.[1Z�[Vgon¦ J[�f w qs}tamnsz�amqsfm[�amn¦ikXs[�n.[${;i%ut[�z�itamlrn\gon w\w [�uyz�}tac¢8[�goq.qsfmamz�gvikaclrn.uamn�itX.[^Z\l w [�f@ut[�fc[�z�ikamlon'z�lrn=ik[${bi1acnE`;[�z�itamlrn ( ª

    � ��(� �'����� � �����^� ����� ��� ��!#"� $&%'��()(�*�+ ,.-�/0�213-�+�!#(�*4-�!)56-7($&�W�X.[�Z\[�gon\ J[�f w gvq.q.}tlV{bamZ\gvitamlrn¶��������G¬£XJgon w fm[�}�S»o¼=r¸~amuGlr}tacramnJgvfmfcx g(Z\[�ikX.l w l § goq.q.}ylS{bacZ-gvitamlrn§ lr}ikXs[\z�lrZ\qsdsigvitamlrnÁl § ikX.[¦Z�[VgonQl § gÄEgo}yolSÁ}kgvn w lrZ  J[�f w ª\µÝi(zVgonÆ¢8[�d.ut[ w itlq.}ylSba w [\gon

    Û�Û ÖPRQ�SUTUV

  • L �������������������������������������������� ��!���!"

    goq.q.}ylS{bacZ-gvitamlrnl § ikX.[ w acuyit}tam¢sdsikaclrnÄl § g'Ego}yolS>}kgvn w lrZ  J[�f w ªeW�X.[a w [Vgp¥X.[�nÆz�lrn.uta w [�}yamn.�gqJgo}yitamz�d.fhgo}�uyacik[ � acu?itln.[�rfm[�z�i#itX.[ � d.z�itdJgvikaclrn.u�l § ikX.[�uta³ik[�u�amn=ik[�}kgoz�ikacn.�¥a³ikX � ª#W�X.[£}t[�uyd.fcitamn.�uyx;u¤ik[�Z ¢M[�XJgVr[�u£gvuÂlrn.[%z�lrZ�q8lruy[ w l § acn w [�qM[�n w [�n=i~vgo}tamgo¢.fc[�u § lo}#¥X.amzXz�lrZ�q.dsigjikamloner[�itu#ik}tgoz�ikgo¢.fc[oªlr}t[¦uyq8[�z�ac .zVgofcfcxr¾ § lr}^gofmf 2w a65@[�}t[�n=i § }tloZ � ¾)itX.[4� 0 � u gv}t[ s{b[ w ikl�ikX.[�am}°Z�[VgvnQvgofcd.[���� * � � 0 � ª lS¥£[�r[�}�¾�itX.[�uy[\Z�[VgvnÁvgofcd.[�u(go}y[d.n.®n.lS¥nÉgon w a³iamu^goz�ikdJgvfmfcxikX.[¦rlrgofÂl § ikX.[�goqsq.}tlV{bamZ\gvikaclrnikl�z�loZ\q.dbik[�itX.[�Z'ª W�Xs[�}t[ § lr}t[v¾)ikX.[Z�[�itX.l wEw [�qM[�n w u lrnÁgpuy[�f § ¤¯z�lon.utacuyik[�n.z�xEz�lrn w acitamlrnE¥XsamzXÁamuikXJgvi(ikXs[\Z�[VgonÆz�lrZ�q.dsit[ w ¢Jgout[ w lrnQikX.[\goq.q.}ylV{sacZ-gjikamlonQZ�d.uyi ¢8[�[�®dJgvfGitlikXs[\Z�[VgonÆd.ut[ w iklw [� Jns[ ikXsamu1goq.q.}ylV{sacZ-gjikamlon˪BW�X.[�Z�[Vgon� J[�f w gvq.q.}tlV{bamZ\gvitamlrn % ��� � " � l § ikXs[&)am¢.¢su w amuyit}tac¢.dsikaclrnamu~ikX.[�n w [� Jn.[ w ¢=x¦}t[�q.fhgoz�amn.itX.[�[${sgoz�i�Z\[�gonvgofmd.[�uB¢®xitX.[1Z\[�gon�vgofcd.[�uBacn¦itX.[�goq.q.}ylS{bacZ-gvitamlrn@¾w [�n.lvik[ w ¢=x��" : � �&10 � 2�� � � ¾

    % ��� � " � : "�$# ) % ���� � &(� � � ¶ºLr¸

    ¥X.[�}y[ % ���� � &(� � : % * �'&(����" '&% �(' ��?±�q.q.f³xbacn.ikX.[^uy[�f § ¤Ýz�lrnsutamuik[�n.z�x�z�lrn w a³ikaclrn�fm[�g w u%ikl

    �" : ���"�� :�

    � � � �&10 � 2�� 5 � L��1� �ªªª�� �-� �&10 � 2 � 5 � �7� �

    � ¶ºS=¸

    ¥acikX !#��� � �� � �-� �&10 � 2��65 � � �7� �9: � , / &(� % ���� �'&(� ��?W�Xs[�Z\[�gonÀ J[�f w goqsq.}tlV{bamZ\gvikaclrnQz�lrn.uyamuikul § uylrfc;amnsikXsamu  b{s[ w q8lracn=ie[�®dJgjikamlonÉgon w ikgo®amn.ikX.[euylrfmdbikamlon �" : � �&(� � � � � � gougon>[�uyikacZ-gjik[�l § ikX.[e[${sgoz�i^Z�[Vgon J[�f w ª(lr}y[ w [�ikgoamfcu°go}y[era³r[�namn-¬£XJgon w fc[�}°¶S»r¼rr¸�ª�µ¯npqJgo}ikamz�d.fhgv}�¾=aciGz�gonp¢M[utXslL¥n\ikXJgvi % ��� Z�amn.acZ\ac¹�[�u#ikX.[ /d.fmfc¢Jgozr¤ � [�ac¢.fm[�}w aco[�}to[�n.z�[�������� �� � �

    � %�� '��� %�� ' ��� lLo[�})ikXs[Guy[�i�l § q.}ylr¢Jgo¢.acfma³i¯x w amuyit}tac¢.dsikaclrn.u % ikXJgji § goz�itlr}tac¹�[oª�W�X.[BZ�[Vgon J[�f w goqsq.}tlV{bamZ\gvikaclrnpz�gonÄgofcutl¦¢M[(qs}t[�uy[�n=ik[ w d.utacn.ikX.[(z�lon.z�[�qsil § ��� ���� � "� � �� ���&� �� � � ������� �����/� ����� �gon w g>ogv}tahgjikamlonJgofGq.}tacn.z�acq.fm[vªÉW�X.amu�goq.qs}tl=gozXÎq.}y[�ut[�n=iku-itX.[�Z\[�gonÉ J[�f w goqsq.}tlV{bamZ\gvikaclrngo¢8lSo[ gvu�g¹�[�}tlvikXb¤Ýlr} w [�}1goq.q.}ylS{bacZ-gvitamlrnpgon w q.}tlS;a w [�u1g¦n.gvikd.}tgof@ J}yuyi1lr} w [�}1goq.qs}tlV{bamZ\gvikaclrn § lr}ikX.[1qJgo}ikacitamlrn § d.nsz�ikaclrn˪#¿Æ[1utqM[�z�a § x¦ikX.acuG J}yuyi�lr} w [�}Gamn\itX.[ § lrfmfclL¥acn.^ut[�z�ikaclrn˪µ¯np`b[�z�ikaclrn ( ª³r¾®¥£[w [�}yacr[�´£µ¬²goq.q.}ylV{sacZ-gjikamlon.u¢Jgout[ w lrn % *�� % ��� ¥X.acfm[(amn>`;[�z�itamlrn ( ª ;¾M¥�[ed.uy[�ikX.[( J}tuilr} w [�}goq.q.}ylS{bacZ-gvitamlrn-l § itX.[^qJgo}ikacitamlrn § d.n.z�itamlrn@ª

    �)�! " -7*$# 1 +�*�%�� * ��� ��! "� $&%'��()(�*�+ ,.-�/0�213-�+�!'+&% 1('���(���* 13-713-&+�!)%+*)!�5 13-&+�!� [�i � ��� ¾ ��� gon w ��� ��� w [�n.lvik[E}y[�uyq8[�z�ika³r[�fcxÎikX.[[�n.[�}tox § d.n.z�ikaclrn˾£itX.[EqJgv}yika³ikaclrn § d.n.z�itamlrngon w itX.[e[�{bqM[�z�igvitamlrnÄdsn w [�}Z\l w [�f£¶Sr¸�ª�±n>goqsq.}tl=gvzX>z�lrn.uyamuiku°l § q8[�} § lr}yZ\acn.pg-qM[�}ikd.}y¢Jgvitamlrn

    -/.�Û0-/1

  • �� "'" ��� �����'����� � " �� �� ������� ����� � ��� �� � � ����� � " ���� � �� � ���� "� �����'� ����� ����� ��� ��� ������ S

    ikXs[�lr}x\¥a³ikX-itX.[Z\[�gon- J[�f w Z�l w [�f#¶Lo¸�gou£itX.[°}y[ § [�}y[�n.z�[Z\l w [�f8lr}�¹�[�}tloitX�lr} w [�}%Z�l w [�f«ª�µ¯npikX.acugoq.qs}tl=gozX@¾M¥�[egouyutd.Z�[ itXJgvi1ikX.[ � d.z�ikdJgjikamlon.u°go¢MlrdsiitX.[�Z�[Vgon� J[�f w [�n.[�}yox � ��� go}t[(utZ\gofmf·¾0��� ���ikXs[ w a65@[�}t[�nsz�[�� � : � �!� ��� acu�uyZ-gvfmf«ª)W�Xs[%uyikgo}yitamn.1q8loamn=i#acu?itX.[ § lofmfmlS¥acn.[�{sgoz�i § goz�itlr}tac¹Vgvitamlrnl § ikX.[^qJgv}yika³ikaclrn § d.n.z�ikaclrn˾

    : � , �)� � �0� � � ��� � & � � � � � & � � �: ���� ��� ��� � ����� ����� � � � � ��� ? ¶V]®¸

    `bacn.z�[�� ��amu�utZ\gofcf«¾®ikX.[^ut[�z�lrn w§ goz�iklr}�acnÀ¶ºV]®¸£z�gon¢M[[�{bqJgvn w [ w ¾��� ��� � �)��� �0��� � �'� � � � : ��� ��� � L ��� � � � � �1?U?U? �

    : L � ��� ��� ��� � � � � � ��? ?U?W�X.[ .}tuyi�ik[�}tZ�u£l § itX.[}yamrX=i¤¯XJgon w uta w [�go¢8lSo[go}t[1ikX.[1 J}tui£it[�}tZ�u£acn\itX.[[${sq.gon.utaclrn�go}ylrd.n w ¹�[�}yll §&�)� � �0� ��� ��� ��� � �'� ��� � uylpikXJgjin.[�rfm[�z�itamn.�ikX.[euy[�z�lrn w gon w X.amrXs[�}lo} w [�}tu�it[�}yZ\u�amn�� � fc[Vg w uikl(ikX.[ § lrfmfclS¥amn. J}yuyi�lr} w [�}GqM[�}yitd.¢Jgvitamlrn�ikX.[�lr}yx\}t[�utd.f³iVªÂµÝi£raco[�u£gonpgoqsq.}tlV{bamZ\gvikaclrn�l § ikXs[[�{sgoz�iqJgo}ika³ikamlon § d.n.z�ikamlon ¾

    � *-,-. : ��� ����� ��� ��� ��� � �� � � � � ��� �'� ��� �&? ¶ ( ¸W�X.[®dJgofcaci¯x\l § ikX.acu�goq.qs}tlV{bamZ\gvikaclrn-z�gon�¢8[°acn=r[�uikac=gvik[ w ikX.}ylrd.rXpitX.[ § lrfmfclS¥amn.(amn.[�®dJgofma³i¯xr¾sgofmuylzVgvfmfm[ w ikX.[�)am¢.¢su¤º´�lrrlrfcamd.¢MlS®¤¯J[�x;n.Z\gon>¶ )(´%¸£¢8lrdsn w ¶«¬£XJgon w fm[�}(V»r¼=r¸$¾

    ��� �)� � �0� ��� ��� � � �'� � � � ��� � � � � �"? ¶'*=¸W�X.[�}y[ § lr}y[o¾Ë¥�[¦gofc¥£gVx;uXJgVr[ � *-,/. ª(±�ug- J}yuyilr} w [�}^gvq.q.}tlV{bamZ\gvitamlrn˾J¥�[zVgonÁ[${sqM[�z�i

    *-,-. ikl¢M[gez�fclrut[�}�goq.q.}ylV{sacZ-gjikamlon\ikX.gon ��� ¥X.amzX�z�lr}t}y[�uyq8lrn w u�ikl�itX.[¹�[�}tloitX'lo} w [�}�ª~W�X.acuamu�amfcfmd.uik}kgjik[ w ¢=xitX.[e[${.gvZ\q.fc[�acnikXs[e±q.qM[�n w a³{'¥X.[�}t[e¥�[ez�lrZ�qJgo}y[ itX.[�ikXs}t[�[�;d.gon=ikacitam[�u § lr}�gL¤Ýz�lrfclr}%|?loititu�Z�l w [�f«ª ��loit[ikXJgvi�itX.[^ukgoZ�[amns[�®dJgofcaci¯x\amu%vgofma wp§ lr}�gon=x�[�n.[�}yox�loitX.[�}%itXJgon � ��� ª lS¥�[�o[�}�¾bikX.[�Z\[�gon\ J[�f w Z\l w [�f�¶ºLr¸~amuBlrqsitamZ\gofTgoZ�lrn.(Z\l w [�fcu~¥acikX § goz�itlr}tac¹Vgvitamlrn¦q.}ylrqM[�}yi¯xo¾sacnikXs[(uy[�n.uy[(itXJgvi1aci%Z-gj{bacZ\ac¹�[�u�ikX.[�)^´%È¢8lod.n w amnƶ'*r¸ § lr}�utd.zXZ\l w [�fmu�ª

    ��(� �'����� ������� �(/�/����10-��2 ������ ��� � � � � !W�X.[GZ\[�gon^ J[�f w goqsq.}tl=gvzX z�lrn.utacuyitu�l § n.[�ofm[�z�ikacn. � d.z�itdJgvitamlrn.u § }ylrZÇikXs[GZ�[Vgvn acn^itX.[G[�n=;am}tlon.Z\[�n=il § [VgozXq.a³{b[�f·ª�lr}t[(r[�n.[�}tgofmf³xr¾s¥�[(ikgofm-go¢Mlrdsi1Z\[�gon� J[�f w ¤¯fcamo[°goq.q.}ylS{bacZ-gvitamlrnsu%¥X.[�n'ikX.[^vgofmd.[gviuyacit[ �w l;[�un.loi w [�qM[�n w lrnÉitX.[-vgofmds[�u¦gvilvikX.[�}euta³ik[�ue¥XsamzXÎgo}t[pgofmfGut[�iiklÁz�lrnsuyigvn®itu'¶6n.lvi

    Û�Û ÖPRQ�SUTUV

  • V] �������������������������������������������� ��!���!"

    n.[�z�[�ututgo}tacfcxÆikX.[�Z�[Vgon.uk¸�amn w [�qM[�n w [�n=ikfcxÀl § ikX.[pvgofcd.[�gvi¦uta³ik[ � ¶·¬£[�fm[�db{8¾£Jlr}y¢8[�u�¾Ggon w |�[�x;}kgo} wor=r¸$ª~µ¯n>`b[�z�itamlrn ( ª³r¾.¥�[�goqsq.fcx\ikX.acu1a w [Vgeitl\}y[�fm[�gout[itX.[^z�lrZ�q.dsikgvikaclrnJgof8¢.d.} w [�n¥Xs[�n w [Vgofcamn.¥acikXpitX.[^amn=ik}tgoz�ikgo¢.fc[ w amuik}yam¢.dsitamlrn % * �)� � � � amn�´£µ¬ z�lrZ�q.dsikgvikaclrn˪#W�Xsamu1goq.q.}yl=gozX�amu%itX.[Z�lruyiuyik}tgoamoX®i § lr}y¥£go} w z�lrnsuta w [�}tacn.�[�{bq.}y[�uyutamlon ¶ºrL¸l § ´£µ¬ gvn w amn.z�fmd w [�u°z�}tacit[�}yamlrn>| � µ¬²amn=ik}yl w dsz�[ wamn+`;ikgon § lr} w ¶V»r»r»=¸(gon w }t[�zVgofcfm[ w ¢8[�fmlS¥^ª lL¥�[�o[�}�¾�¥�[-¥amfcf�uyX.lS¥¡itXJgvieacnÈq.}tgoz�itamz�[v¾ÂikX.acu w l;[�un.loi1gof³¥%gVx;ufm[Vg w itl\utgvikacu § x;amns}t[�uyd.fcitu�ªBµ¯nE`b[�z�ikamlon ( ªÓb¾s¥�[(utX.lS¥ÇitXJgvi�goq.qs}tlV{bamZ\gvikacn.�ikXs[^¥Xslrfm[w amuik}tac¢.dsitamlrn'amu�goz�itdJgofcfcx�n.lvi°n.[�z�[�uyukgo}x>gon w ¥£[ w [�}yacr[�gofcit[�}ynJgvika³r[(z�}yacik[�}tamg-goq.qs}tlV{bamZ\gvikacn.�´£µ¬d.utacn.ÄikX.[\ J}tui¦lr} w [�}eqJgo}ika³ikamlon § d.n.z�ikaclrn+goq.q.}ylV{sacZ-gjikamlonʶ ( ¸�ªÁÌ#{bq8[�}tacZ\[�n®ikgof%}y[�utdsfciku�z�lrns .}tZikX.[^utdsq8[�}tamlo}taci¯x-l § ikX.acu�Z\[�ikX.l w ª±�u�}y[�=gv} w u�ikXs[ n.lvigvitamlrn˾b¥£[(z�lrnsuta w [�}�g�Z�l w [�f �"%goZ�lrn. � Xsa w.w [�nÄgo}tvlL'Z�l w [�fmu(¶�& :

    L �U?U?U? � �^¸�gou w [� Jn.[ w ¢=xƶ·=¸%gvn w ¶«r¸£¥acitX�qJgo}kgvZ\[�ik[�}yu ��% : ��� % � 8 % � ª

    � ��� � (�()*�+ ,.-�/0�214-&!�� 1(')��� -���� # %)-�# 1 *�-�� *�13-&+ !±¨Z�[Vgon' J[�f w fcamo[ goq.qs}tlV{bamZ\gvikaclrn�l § g )am¢s¢.u w amuik}tac¢.dsitamlrn'zVgon¢8[ w [� .n.[ w gou § lrfcfmlS¥u�ª )aco[�nÄgz�lrns .rd.}kgjikamlon" ¾@uy[�i°itX.[en.[�amrX®¢Mlr}tu1ikl�" ' % � '�gon w }t[�q.fhgoz�[�ikXs[�Z\go}tracnJgof w acuyit}tam¢sdsikaclrn % * � " � 8 % �¢®x

    %��" � " � 8 % � : "� # ) % * � &(� �" ' % � ' ��8 % ��? ¶ºLr¸µÝiz�lr}y}t[�uyq8lon w uikl�gon'lr¢.ut[�}yo[ w fcamv[�fmacX.l;l w l § itX.[ § lr}tZ

    %��" �)� � ��% � : � " � ��� � "$� � % � %��" � " � 8 % �: "�$# ) � , /

    � � ���� ��&(� � � % ��% * �'&(���" '&% �(' ��8 % �: "�$# ) % * ���� ��" '&% �(' � � % ��? ¶ºS¼=¸

    ¿Æ[%z�lrn.uta w [�} %��" �)� � ��% � gvu~g°zVgon w a w gjik[ § lo}Âgon¦goqsq.}tlV{bamZ\gvikaclrn(l § ikX.[%acn=ik}kgvz�igv¢.fm[ % * �)� ����% �amn=rlrf³r[ w acn�[�{bq.}y[�utuyamlrnƶºrL¸�l § ´£µ¬ªJW�Xs[ � [�{bam¢samfma³i¯x�l § lrd.}�q.}ylrq8loutacitamlrn\amu£itX.[�n�acnpikX.[zX.loamz�[l §ikX.[vgofmds[�u�" ª¦± nJgvikds}kgof~z�gon w a w gvik[e¥�lrd.f w ¢M[¦lrn.[ikX.gvi^fm[�g w uikl'g�}t[VgvutlrnJgv¢.fm[¦goqsq.}tlV{bamZ\gvikaclrnl § % * ��� � " � ��% � ª¡µ¯nêlrd.}�Z\l w [�f«¾ % * � " � 8 % � gon w % * � " � � � ��% � go}y[Æn.lviEgVvgoacfhgo¢.fc[E¥X.acfm[� ��� � "$� � % � amu�ª /n.lS¥amns � ��� � "$� � % � ¾�a³ipacup[�n.lod.rXÊiklÎgoq.qs}tlV{bamZ\gvik[lrn.[>l § ikXs[>d.n.®n.lS¥n;d.gon=ikacitam[�u�¾Ë[�acikXs[�} % * � " � 8 % � lr} % * � " � � � ��% � ¾Ëikl w [�}ta³r[�gonÁgoqsq.}tlV{bamZ\gvikaclrnÄl § itX.[loikXs[�}^gon wl § itX.[ylramn=i w amuik}yam¢.dsitamlrn@ªW�X.[�}y[ § lr}y[o¾#lod.}^ut[�fc[�z�ikamlonÆl § " z�gonÀ¢M[ w }ta³r[�nÆ¢=x>ikX.[�®dJgofma³i¯xÄl § ikX.[z�lr}y}t[�uyq8lon w amns gvq.q.}tlV{bamZ\gvitamlrnel § % * � " � 8 % � lr} % * � " ��� � � % � ª�±uB}t[�=go} w uBitX.[ /d.fmfc¢Jgozr¤ � [�ac¢.fm[�}w aco[�}to[�n.z�[o¾sitX.[goq.qs}tlV{bamZ\gvikaclrn.uGzVgon.nsloi%¢M[°¢MloikXploqsikacZ-gofMgon w ukgvitamu § x\itX.[´%gVxr[�u�}td.fc[oªÂµÝi%ut[�[�Z\u

    -/.�Û0-/1

  • �� "'" ��� �����'����� � " �� �� ������� ����� � ��� �� � � ����� � " ���� � �� � ���� "� �����'� ����� ����� ��� ��� ������ (

    Z�lr}t[ }t[VgvutlrnJgv¢.fm[(ikl-¢.gout[elod.}°zX.lracz�[ lrnEikXs[ez�lrn w acitamlrnJgvf� .[�f wEw amuik}tac¢.dsitamlrn'}kgvitX.[�}1ikXJgvnÄlrnÄikXs[Z\go}tracnJgofG J[�f wÏw acuyit}tam¢sdsikaclrn˪ɵÝi�XJgou¦ikX.['g w ogvn®ikgor['l § igo®amnsQitX.[�lr¢.ut[�}yvgvitamlrn.u w ac}t[�z�ikf³xÉamn=itlgoz�z�lrd.n=i�ª'lr}t[�lSr[�}�¾#ikXs[-uyitd w xQl § ikX.[\zVgouy[-l § ikX.[�X.lrZ�lrr[�n.[�lrdsu acutloit}tlrq.acz�|�loiyiku(Z\l w [�fBra³r[�u}t[�goutlon.u w amutd.g w amns § }ylrZ dsutamns(itX.[Z\[�gon J[�f w goqsq.}tlV{bamZ\gvikaclrnlrnikXs[�Z\go}toamnJgof® J[�f w ¶6ut[�[�±�}tzX.[�}gon w W�aciyik[�}tamnsoiklrn'vrrgon w ¬£[�fc[�db{8¾TJlr}y¢8[�u�¾Tgon w |�[�x;}kgo} w oo=r¸�ªJlr}�z�lrZ�q.dsitamn.�´£µ¬¾Ta³i%ikX.[�nE}y[�Z\goamn.u%itX.[^q.}tlo¢.fm[�Z l § z�lrZ�q.dsitamn.eitX.[ Z\gj{bamZ�d.Z¡fcamv[�fmacX.l;l w

    [�uikacZ-gvitlr} � ��% ª � [�i����%1¢M[ gvngvq.q.}tlV{bamZ\gvitamlrnpl § � ��% ª~±�nEgoqsq.}tlV{bamZ\gvikaclrn § lr}´�µ¬ amu%itX.[�n@¾�"!$# �" �����% � : < �� � %��" �)� �����% � � � %

    ��� � ��? ¶S»=¸

    ±u�}t[�=go} w u�ikXs[e®dJgofma³i¯x�l § uyd.zXÁgon>goqsq.}tlV{bamZ\gvikaclrn˾Ja³iacu�n.lvi°z�fc[Vgo}¥X.[�ikX.[�} " gon w �� %Zed.ui°¢M[zX.lruy[�nÁamn w [�qM[�n w [�n=ikf³xElr}1n.loi�ª°±u°gonÄ[�{sgoZ�q.fc[o¾TikX.[|~uy[�d w lj¤ � amv[�fmacX.l;l w µ¯n § lr}yZ-gvitamlrnE¬£}ta³ik[�}tamlon¶·| � µ¬�¸Âl § `;igvn § lr} w ¶ºS»r»r»=¸?amuBg°qJgo}ikacz�d.fmgo}ÂzVgvut[l § �"!$# �" �����% � ª#µ¯n w [�[ w ¾ba § ikX.[�d.nsutd.qM[�}bacut[ w µ¬�gofcrlr}ta³ikX.Z amu£dsut[ w itler[�i�gonp[�uikacZ-gvit[ � %����% gon w ge}t[�uiklr}tgvikaclrn " %����% gvn w ikX.[�n���%�gon w " uy[�i%itlikXs[�ut[^vgofmds[�u�¾.goq.q.}ylS{bacZ-gvitamlrn>¶S»=¸£¢M[�z�lrZ�[�u

    �"!$# "�

    ���� �(� %����% � : < ���� � %��

    ��� �)� � � %����% � � � � %

    ��� � �: ��� !$# ���"% � ? ¶«o=¸

    µ¯nikX.acu)zVgouy[��� %?gvn w " ¥�[�}y[�z�lrZ\qsdsik[ w dsutamns�g%uyamn.ofm[~acit[�}tgvika³r[Âq.}ylbz�[ w ds}t[�¶6µ¬�ĸ@¥X.aczX(gofcit[�}tn.gvik[�u¢M[�i¯¥�[�[�nÎ[�uikacZ-gvitamn. ��%gon w [�uyitamZ\gvikacn. " utlÄitXJgvi ikX.[p Jn.gof£[�uyikacZ-gjik[�u zVgon+¢M[ w [ w d.z�[ wɧ }tlrZlrn.[Egon.loitX.[�}�ªÇµ¯n itX.amu\qJgoqM[�}�¾%¥£[Äqs}tlrqMlrut['iklÈdsut[ § lr}����%-itX.[Elrdbikq.dsi-l § ikXs[ÄÌG gofmolr}ta³ikX.Z¤¢Jgouy[ w qs}tl;z�[ w d.}t[�u w [�uyz�}yam¢M[ w amnE¬£[�fc[�db{8¾@Tlo}t¢M[�u�¾8gon w |�[�x;}tgo} w ¶·or=r¸�gon w }t[ § [�}t}y[ w itlpgou � � ��� �� " �����'� ��� � �������� � ��acnÊ¥XJgvi § lrfmfclL¥u�ª � aco[Áµ¬�ƾ�ikXs[Àgofcrlr}yacikXsZ\u-gofcit[�}tn.gvika³r[�f³x q.}yl w d.z�[Ægz�lons Jrd.}tgvikaclrn " gon w d.uyamn.϶V¼=¸�gonÉ[�uyikacZ-gjikamlon ���%VªÆ¿Æ[pikXs[�n § lrd.n w nJgjikd.}tgof£ikl>uy[�i " ikl>ikXs[lrn.[�ued.uy[ w amnÆlrd.}eq.}ylbz�[ w ds}t[�u�¾Bz�lr}y}t[�uyq8lon w amnsÄ[�a³ikX.[�} iklÄgon+goq.q.}ylV{sacZ-gjikamlonÆl § itX.[pz�lrn w a³ikamlonJgofZ�[Vgon˾BikXs[z�lrn w a³ikamlonJgof%Z�l w [�lr}iklÆgQuyamZed.fmgvik[ w }t[Vgvfmam¹�gvikaclrnÈl § ikX.[�z�lrn w a³ikamlonJgof w acuyit}tam¢sdsikaclrn˪´%gouy[ w lrnQitX.[�uyikd w xQamnƬ£[�fc[�db{8¾ÂJlr}y¢8[�u�¾�gon w |�[�xb}tgo} w ¶«orrr¸�¾)¥�[\zX.lout[-uyamZedsfhgvit[ w " itX.}tlrdsrXikXs[ ������ � ��� � " � �� "Egvfmrlr}yacitX.Z ¥X.aczX utX.lS¥�[ w rl;l w qM[�} § lo}tZ\gon.z�[gou\}t[�rgo} w u\X.a wsw [�n go}tvlL}kgvn w lrZ  .[�f w u�qJgo}kgvZ\[�ik[�}�[�uyitamZ\gvikaclrn�gon w lrdsitq8[�} § lr}yZ\[ w µ¬� amnpitX.amu�ikgoutpacn�Z\lrui�zVgvut[�u�ª| � µ¬ÊutXslL¥u£q.}tlrZ�amuyamn. }t[�utd.f³iku�¥Xs[�n�d.ut[ w ikleuy[�fc[�z�i£ikX.[°n®d.Z�¢8[�}£l § z�lrZ\qMlrn.[�n=iku%acn-ik[�uyiku£lrn

    uyx;n=ikXs[�ikaczpgon w }t[�gofBamZ\gor[�u(}y[�qMlr}yit[ w amnÀ`;igon § lr} w ¶S»r»o»=¸�ªpµ¯nÈ`b[�z�ikaclrn *s¾�¥�[-}t[�q8lo}yi�g w.w a³ikamlonJgof}t[�utd.f³iku § lr}�" gvn w �� %%ut[�i�itlogvfmd.[�u%q.}tlS;a w [ w ¢=x-ikXs[µ¬� gofcrlr}yacikXsZ ¶·| � µ¬�¸�ª.W�X.[^}y[�utdsfciku%¥Xs[�n" gon w����%^gv}t[elr¢bigoacn.[ w ;amg-Z\[�gonE J[�f w ¤Ýfmaco[egvfmrlr}yacitX.Z\u1go}y[�n.lvi}t[�q8lr}ik[ w ¢.dsiz�gon>¢8[ § lrd.n w acn|�[�x;}kgo} w ¶·orsL¸$ªÂW�X.[�x�¥£[�}t[^ukgvitamu § xbacn. § lr}�}y[Vgof w gvige¢.dbi�uyd.}tqs}tamuyamn.ofcx\d.n.uyikgo¢.fc[o¾Jgou�}y[�=gv} w u�ikXs[n®d.Ze¢M[�}l § z�lrZ�qMlrn.[�n=itu�¾Jlrn�utacZed.fmgvik[ w'w gvig'¶6uyamZedsfhgvit[ w |�lvitikuZ�l w [�fmu%gouamn`b[�z�ikaclrn *sªcS¸�ª

    Û�Û ÖPRQ�SUTUV

  • '* �������������������������������������������� ��!���!"

    µ¯npitX.amu� J}tui1goq.q.}yl=gozX˾;ikX.[d.uy[l § ikX.[utamZ�d.fhgvit[ w  .[�f w gofmrlo}tacitX.Z § lr} ���%gvq.q8[�go}tu£}t[VgvutlrnJgv¢.fm[gon w ¥�[�¥acfmfJv[�[�qpitX.amuB[�uyikacZ-gjikamlon�qs}tl;z�[ w d.}t[�amn\itX.[1n.[�{;i%uy[�z�ikamlon˪~±uG}t[�=go} w u�ikXs[�®dJgofcaci¯x¦l § ikX.[goq.q.}ylS{bacZ-gvitamlrn'l §�% * ��� � ��% � ¢®x %��" ��� � ��% � ¾8aci�amunsloi°[�gouyx'ikl�gvutut[�utu¢.dbi°amn¥XJgvi § lofmfmlS¥u¥£[¥amfmf8q.}tloq8lruy[(g¦Z�lr}y[ukgvitamu § x;acn.¦gofcit[�}ynJgvika³r[vª

    � �! � (�()*�+ ,.-�/0�214-&!�� 1(')��(��*313- 13-&+ ! %+*�!)5 13-&+ !µ¯n�itX.amuBut[�z�itamlrn˾=itX.[a w [�g(acuÂikl(d.ut[�gon�[�{bq.}t[�utuyamlrn § lr}B´£µ¬ÎitXJgviGamn=rlofcr[�u�lon.fcx�qJgo}yitacitamlrn § d.nsz�ikaclrn.uutl�itXJgvi�ikX.[Gq.}tlo¢.fm[�Z l § goq.q.}ylV{sacZ-gjikamnsitX.[£Ego}tvlS w acuyit}tam¢sdsikaclrn.u�zVgon�¢8[G}t[�q.fhgoz�[ w ¢=x^ikX.gvi#l § goqb¤q.}tlV{bamZ\gvikacn.ikX.[qJgo}yitacitamlrn § d.n.z�ikaclrn.u�ª~W�Xs[g w vgon=igvr[acuGitXJgvi£itX.[q.go}yitacikaclrn § d.n.z�itamlrn� J}tui�lr} w [�}goq.q.}ylS{bacZ-gvitamlrnsu£q.}y[�ut[�n=ik[ w amn`b[�z�ikaclrn�].ª ez�gon¢M[^d.ut[ w gon w }y[�uyd.fcitu1acn�¢8[�itik[�}1goq.q.}ylS{bacZ-gvitamlrnsu�ª

    � [�i ��� � � � gon w � 8 � ¢M[1itX.[q.go}yitacikaclrn § d.n.z�ikamlon.u § lr}~itX.[z�lrn w a³ikamlonJgofTgon w Z-gv}tracnJgof. J[�f w u}t[�uyq8[�z�itacr[�fcxo¾

    � 8 � : �"����� ����� � " � 8 � �

    ��� � � � : �"����� ����� � " � � � � � � ?

    Ã�utacn.¦n.loikgvikaclrn�l § `b[�z�ikamlonE;¾Jaci�z�lrZ\[�u § }tlrZ

    % * �)� � � � :% * �)� � " ��� �% * � " ��� � � �

    : � ��� � "$� � ��% * � " � 8 �% * � " ��� � � �ikXJgvi

    % * ��� ��� � :� �)� � "$� � � �)��� ����� � " � 8 � �

    ����� ����� � " � � � � � � ��� � � � � 8 � �

    ¥X.amzX'd.utacn.¶·»=¸£uyamZ�q.fma³ J[�u£amn=ikl

    % * ��� ��� � : �)� � � � � 8 � ? ¶·bL¸

    W�X.[�}y[ § lr}y[>[�{bq.}t[�utuyamlrn¨¶oL¸\l § ´£µ¬�amu-[�®d.acvgofc[�n=ipitlÀikX.[ § lofmfmlS¥acn.Ælon.[Ä¥X.amzXÊdsut[�u�lrnsfcx+ikX.[qJgo}yitacitamlrn § dsn.z�itamlrn.u ��� � � � gvn w6 � 8 � ¾

    � !$# ���"% � : <

    ��� ��� � ����% � � <

    ��� � 8 ���% � � � %

    ��� � ��? ¶·rr¸� [�i � ��� � " � 8 � gon w � ��� � " � � � � �pw [�n.loit[QitX.[ÆZ�[Vgvn  .[�f w [�{bq.}y[�uyutamlon.u § lr}�itX.[ÆZ\go}yramnJgvf°gon wz�lrn w acikaclrnJgof. .[�f w [�n.[�}trac[�u�ªBÃ1utacn.�ikXs[� J}yuyi%lo} w [�}�goq.q.}ylV{sacZ-gjikamlon.u § lr}GitX.[°qJgv}yika³ikaclrn § d.n.z�itamlrnsu�¾.g

    -/.�Û0-/1

  • �� "'" ��� �����'����� � " �� �� ������� ����� � ��� �� � � ����� � " ���� � �� � ���� "� �����'� ����� ����� ��� ��� ������ L

    n.[�¥²goq.qs}tlV{bamZ\gvikaclrn�l § ´£µ¬ acu�Í

    �"!$# *-,/. �����% � : <

    ��� ��� ��� � �� % � � < ��� ��� � � � � � � � ���% � � � ��� � ��� � � ���% � � � �� < ���� ��� � �8 % � � < ��� ��� � � � ��� �8 % � � � ��� � � � �8 % ���� � % ���� � � ? ¶«o=¸±u?¢M[ § lr}y[o¾��� %�Z�d.uyi?¢M[�[�uyikacZ-gjik[ w gon w ¥�[�dsut[ w Z\[�gon^ J[�f w ¤¯fcamo[Âgofmrlo}tacitX.Z�u)gon w Z\lo}t[~utqM[�z�ac Jz�gofmf³xr¾ikXs[utamZ�d.fhgvit[ w  .[�f w gvfmrlr}yacitX.Z ¶«¬£[�fm[�d;{@¾.Tlo}t¢M[�u�¾.gon w |�[�x;}kgo} w oo=r¸�ª#W�X.[Z-gv}tracnJgofMgon w z�lon w a³¤ikaclrnJgofTZ�[Vgon� J[�f w goq.qs}tlV{bamZ\gvikaclrn.u~¥£[�}t[itX.[�n�z�lrZ�q.dsik[ w ¾sdsutamns ikXsamu�vgofcd.[1l § ikX.[�qJgo}tgoZ\[�ik[�}�¾;¢®xutlofc;amn.eitX.[^z�lr}y}t[�utqMlrn w acn.� b{s[ w qMlracn®i[�®dJgvikaclrn.u ¶V=¸�ªW�X.[[${bq.}t[�ututaclrn�l § � !$# *-,/. ¶«o=¸Âacu�Z�lr}t[1ukgjikamu § x;amn.^ikXJgvnpgoq.qs}tlV{bamZ\gvikaclrn �"!$# �" ¶V»=¸�ª�±ê¥£gSx

    ikl¦uy[�[^ikX.[^amZ�q.}ylLo[�Z�[�n=iamu%itl¦}t[�¥}yacit[ %��" ��� ����% � amnQ¶ºS¼=¸£d.uyamn.¦qJgo}ika³ikamlon § d.n.z�itamlrnsugouamnƶ«bS¸�¾

    %��" ��� � ��% � : �" �)� � ��% � �" � 8 % � ?Ì#{bq.}t[�ututaclrn.u § lr}%¢MloikX�®dJgon=itacikac[�u�acnpikX.[}tgvikacl¦go}t[[�goutacfcx w [ w dsz�[ w'§ }tlrZ ¶Sr¸%gon w ¶ *r¸�ª~W�X.[^}kgjikaml¶«;L¸Gacu£ikX®d.u�¢M[�iyik[�}gvq.q.}tlV{bamZ\gvit[ w acn �"!$# *-,-. ikXJgon�acn �"!$# �" utacn.z�[^gvu%[�{bq.fmgoamn.[ w amn�`;[�z�itamlrn�]sª b¾aci¦dsut[�u¦ikXs[¢M[�ui\fclS¥£[�}\¢Mlrd.n w ¶�*=¸ § lr}¦[VgozXÏqJgo}ikacitamlrn § d.n.z�itamlrn@ªÏW�X.[�}t[ § lr}t[v¾�ikXs[�}t[go}y['uylrZ�[ikXs[�lr}y[�ikaczVgof�gvn w [${sqM[�}yamZ�[�n=igvf)}t[Vgvutlrn.u1ikl�¢8[�fmac[�r[^ikX.gvi1lrd.} �"!$# *-,-. amu1g¦¢8[�itit[�}�goq.q.}ylS{bacZ-gvitamlrnl § ikX.[�ik}yd.[���� � ikXJgonÏ| � µ¬ª � !$# *-,-. amu¦¢Jgouy[ w lrn gÁ¢M[�itit[�}\goq.q.}ylV{sacZ-gjikamlonÉl § % * ��� � ��% �gon w ikX.['q.}ylbz�[ w d.}y[Ea³i\dsut[�u\iklQz�lrZ�q.dsit[ ���%\XJgou�utX.lS¥n itlÀ¢M[Egou�}t[�fmamgo¢.fm[�a § n.lvi-¢M[�iyik[�}¦ikX.gonµ¬� amn'q.}tgoz�itamz�[p¶«¬£[�fm[�d;{@¾@Jlr}t¢M[�u�¾@gon w |�[�xb}tgo} w vr=r¸$ª lS¥£[�r[�}�¾)n.loit[(itXJgvi°gou}y[�=go} w uZ�l w [�fut[�fm[�z�ikaclrn˾ËitX.amu w l;[�u^n.lvi ns[�z�[�ututgo}tacfcx>[�n.utd.}y[�itXJgviitX.[¦}t[�uyd.fcitamn.�z�}ta³ik[�}yamlrnÄ¥�lrd.f w fc[Vg w itl¢M[�iyik[�}}t[�utd.f³iku1gof³ikX.lrdsrXpikX.[^[${sqM[�}yamZ�[�n=iku}y[�qMlr}yit[ w amn`b[�z�ikaclrn *¦it[�n w ikl¦z�lons J}tZ¡ikX.acu�ª

    � � 0-/>�%�#��2 ���?�

    µ¯nÊikX.acu�ut[�z�ikaclrn˾1ikX.[>=gvamnÊamn gvq.q.}tlV{bamZ\gvitamn.QikX.[ÁqJgo}ika³ikamlon § d.n.z�ikaclrn.uQ¶2� !$# *-,-. ¤Ýfmaco[Äz�}tacit[�}yahg=¸}kgjikX.[�}itXJgon�ikXs[^¥Xslrfm[(Egv}tolS w acuyit}tam¢sdsikaclrnQ¶·| � µ¬G¤¯fcamo[z�}ta³ik[�}yahg=¸Gamu�amn=o[�uyitam=gjik[ w ªB¿Æ[^[�{sgoZ�amn.[ikXs[ÆqM[�} § lr}tZ\gon.z�[>l § itX.[>i¯¥£l goq.q.}yl=gozX.[�uÄgou�}t[�=go} w u�ikX.[Qq.}tlo¢.fm[�Z l § zX.lbloutamnsÎitX.[Æn®d.Z�¢8[�}l § z�fmgoutuy[�u¦amnÈitX.[�ut[�rZ�[�n=igvitamlrn@ªÆ¿Æ[�}t[�qMlr}i¦[�{bq8[�}tacZ\[�n®itulrnÉikX.}y[�[pi¯x;qM[�u�l § amZ\gor[�u�ªÀJlr}egofmf[�{sgoZ�q.fc[�u�¾.itX.[(lr¢.ut[�}yo[ w acZ-goo[�u�go}y[^z�lrn.uya w [�}t[ w gou}t[�gofmac¹Vgvitamlrnsu%l § itX.[^utacZ\q.fc[ § lrfmfclS¥amn.eXsa w.w [�nEgo}yolS Z�l w [�f«ª W�X.[ w amuik}tac¢.dsitamlrn l § itX.[>X.a wsw [�n  J[�f w amupuyd.q.qMlrut[ w ikl+¢M[Qg � ¤Ýz�lrfclr}p|?loitituZ�l w [�fM¥Xs[�}t[[�gozX�&(�Ëigvo[�u�lon.[°l § � uyikgvik[�u�¾s¥XsamzX�}t[�q.}t[�ut[�n®i ��w a65@[�}t[�n=i�z�fhgouyu%gouyutacrn.Z�[�n=iku%lo}z�lofmlr}yu�ª~[�z�gofmfTikXJgji�[VgozX�l § itX.[°uigvit[�u�amu£}t[�qs}t[�uy[�n=ik[ w ¢=xpg�¢.amn.go}yx�r[�z�iklo}�l § fm[�n.oikX � ¥a³ikX�lrns[

    Û�Û ÖPRQ�SUTUV

  • S¼ �������������������������������������������� ��!���!"

    z�lrZ�q8lon.[�n=i�¢M[�acn.�r¾.gvfmfMloikX.[�}tu�¢M[�acn.¦sª~W�X.[ w acuyit}tam¢sdsikaclrnpl § g � ¤¯z�lrfmlo}%|�lvitiku�Z�l w [�fMamu w [� Jn.[ w¢®xo¾

    % * � " � 8 � : � 8 �

    ���)��� � 8!� ���*0 &��� &10 � � ¶·v]®¸¥X.[�}y[ 8 acu g'}t[�gofBn.lrnb¤Ýn.[�=gjikaco[¦qJgo}kgvZ\[�ik[�} gon w ikX.[�n.loikgvikaclrn � � 2 }y[�q.}y[�uy[�n=ikugvfmf~z�lod.q.fm[�u l §utacit[�u � � � 2 � ¥X.amzXgo}y[n.[�acrX®¢8lr}yu�ªJlr}~itX.[ � � � uB¥£[�z�lrn.uya w [�}t[ w )^god.utuyahgon w acuyit}tam¢sdsikaclrn.u�ª�µ § uyacik[ � amu~acn\z�fhgouyu��M¾ � �@acu~ikX.[%)^god.utuyahgon

    w amuik}tac¢.dsitamlrnQ¥acikXÉZ�[Vgvn�� + gon w uigon w go} w+w [�;ahgvitamlrn� + ªÆW�X.[�q.go}kgoZ�[�it[�}�itl>¢8[�[�uyitamZ\gvik[ w amuikX.[�n � 8�� � � ¥acitX$� : � �� + � � + � � � : L��U?U?U? � � � ª � [�i'� � ¢8[¦ikXs[\Z�l w [�f w [� Jn.[ w go¢8lSo[\¥X.[�nikX.[^n®d.Ze¢M[�}l § z�lrfclr}tu�acu � ªGW?l\goutuy[�utu1acitu1go¢.amfcaci¯x¦ikl�ut[�fm[�z�i�g}t[�fc[�vgon=i1n®d.Ze¢M[�} � ¾.ikX.[^z�}tacit[�}yamlrnamuz�loZ\q.dbik[ w+§ lr}Z�l w [�f � � ¥a³ikX � : � � � � ikl � : � ���� ª+W�X.[�}t[�®d.am}y[ w [�uyitamZ\gvikaclrn.uel §�� � § lr}e[VgvzX+vgofcd.[-l § � z�lon.uta w [�}y[ w ¥�[�}t[�lr¢bigoacn.[ w ¥a³ikXÀitX.[�utacZed.fhgjik[ w  J[�f w gofmrlo}tacitX.Z gon w�"!$# *-,-. � �� � � ¥%gvupz�lrZ�q.dsit[ w gvu w [� Jn.[ w acn²¶·o=¸�ªÊ¿Æ[ÄgofcutlÆ}t[�qMlr}i\vgofcd.[�u\l § ´£µ¬ ¥X.[�n ikX.[amZ\gor[�u%go}t[uy[�[�nEgou}t[�gofmac¹Vgvitamlrn.u�l § amn w [�q8[�n w [�n®i1Z�a³{;ikds}t[Z�l w [�fmu%acn�lr} w [�}%ikl¦Z�[Vgouyd.}t[ikXs[(rgoamnl § ikgo®amn.utqJgvitahgof~acn § lr}yZ-gvitamlrn>acn=iklgoz�z�lrd.n=i�¥X.[�nÈut[�fm[�z�ikacn.itX.[�n;dsZe¢8[�}�l § z�fmgoutuy[�u�ª�W�X.[-ÌGgofmrlo}tacitX.Z¡¥£gou�d.ut[ w ikl\[�uyitamZ\gvik[itX.[�qJgv}kgoZ�[�it[�}tu�gon w ikX.[(z�}yacit[�}taclrnÀ¶6z�loZ\q.dbik[ w [�{sgoz�ikfcx'acn'itX.amuzVgouy[S¸�amu w [�nsloik[ w ¢=x �"!$#&% '3(£ª�¿Æ[ gofmuyl�z�lrZ�qJgo}t[ w ¥a³ikX| � µ¬ê¢.gout[ w lrn'ikX.[(µ¬� gofcrlr}yacikXsZ gougon'gofcit[�}tn.gvika³r[z�}yacit[�}taclrn�gouyutd.Z�amn.�gutq.gvikamgofËZ�l w [�f«ª¿ Xs[�npn.lvi£loitX.[�}¥amuy[�uyq8[�z�ac .[ w ¾;ikX.[gofmrlo}tacitX.Z�u¶«`bacZed.fmgvik[ w  .[�f w ¾sÌGgvn w µ¬� gofcrlr}yacikXsZ\uk¸

    ¥£[�}t[(amn.a³ikahgvfmam¹�[ w d.utacn.ikX.[^utgoZ\[uy[�rZ�[�n=ikgvikaclrn�z�lrZ�q.dsit[ w ¢®xputamZ�q.fc[ikX.}y[�uyX.lrf w amn..ª�¿À[ w a³ba w [ wikX.[pqsa³{b[�fBvgofmd.[�u�}tgon.r[v¾~amnÆitX.[ w [�r}kg w [ w acZ-goo[o¾#acn=iklE}y[�rdsfhgo}(amn=ik[�}yvgofcuegon w goutuyamrn.[ w [VgozXÉl §ikX.[�Z ikl�gz�lrZ�qMlrn.[�n=i�ªGW�Xs[ gvfmrlr}yacitX.Z\uG¥£[�}t[ gofmf8uyitlrq.qM[ w g § ik[�} 5 : LU> > acik[�}kgvitamlrnsu�ªW�Xs[£amZ\gor[�u�d.ut[ w�§ lr}�ikX.[�[�{bq8[�}tacZ\[�n®ituÂgo}y[ w [�utz�}tac¢8[ w ¢8[�fmlS¥^ª?µ¯n¦`b[�z�ikaclrn&*sª³r¾L¥£[G J}tuiÂz�lrZ\q.go}t[

    ikX.[pz�}ta³ik[�}yahg'lrn § d.fcfcxÁutacZed.fmgvik[ wÈw gvikgsªÄW�X.[pZ�l w [�fcu�d.uy[ wȧ lr}(ikX.[puyamZedsfhgvitamlrn.u(go}y[-ikXs[pZ\l w [�fmud.ut[ w § lr}�itX.[Euy[�rZ�[�n=ikgvikaclrn.u�ª µ¯n `b[�z�itamlrn *bª b¾�¥£[Äz�lrn.uya w [�}-uyx;n=ikXs[�ikaczÄamZ\gor[�u w [�r}tg w [ w ¥acikXutlrZ�[°utacZed.fmgvik[ w )^god.utuyahgon�nslramuy[oª~W�X.[°it}td.[ � amu�®n.lS¥n¢.dbi%ikX.[amZ\gor[�u£go}t[n.loi�}y[Vgofcam¹Vgjikamlon.u�l §g¦®n.lS¥nq.}tlr¢.go¢.amfcamuikamz1Z�l w [�f«ªÂµ¯nE`b[�z�ikaclrn0*sªÓ}y[Vgof©¤¯fma § [�acZ-gvr[�u�gv}t[^z�lrnsuta w [�}t[ w ª

    � ��� ��-&%�%)� !���� 56+�$&+�*�� +21 1 # /0+ %)� $�#¿À[� J}yuyi¦ik[�uyik[ w itX.[�z�}ta³ik[�}tahgÄlonÎacZ-gvr[�ueuyamZedsfhgvit[ wȧ }tloZ X.a wsw [�nÏ|�loiyiku¦Z�l w [�fmu § lo}e¥X.amzX+ikX.[ik}tds[�q.go}kgoZ�[�it[�}yu 8 gon w �p¥�[�}t[�®n.lS¥n˪¿À[¦z�}t[Vgjik[ w L > > O L > > acZ-gvr[�u¢=x>uyamZed.fmgvikacn.>¶ )^ac¢.¢.u`sgoZ�q.fmacn.pl § )^[�Z-gonQgon w )[�Z\gon+S»r¼o]=¸� � ¤Ýz�lrfclr}^|�lvitiku(Z�l w [�fmu¦¶·v]®¸ § lr} � : < � ?U?U?�� gon ww a 58[�}y[�n=ivgofcd.[�u°l § 8 ¾8gon w itX.[�nÁg w.w amnspg )^god.uyutahgvnÄn.lracut[oª�¿À[ezXslrut[ 8 utl\ikXJgvi�ikX.[�utamZ�d.fhgvit[ w

    -/.�Û0-/1

  • �� "'" ��� �����'����� � " �� �� ������� ����� � ��� �� � � ����� � " ���� � �� � ���� "� �����'� ����� ����� ��� ��� ������ S»

    ¶·g=¸ ¶6¢T¸

    ¶OzS¸ ¶ w ¸

    #acrd.}t[ rÍB`bacZed.fmgvikaclrn.uGl § g � ¤¯z�lrfmlr}£|�loiyiku�Z�l w [�f § lr} w a65@[�}t[�n=i%vgofcd.[�u£l § � gvn w 8 Í1¶·g=¸ �;:=< ¾8K:F>@?BADC ¾�¶6¢J¸ �I:=E ¾ 8K:=>@?HG ¾�¶OzS¸ �I:1J ¾ 8K: L ¾?¶ w ¸ �I: N ¾ 8K: L ª

    amZ\gor[�u%q.}y[�ut[�n=i°X.lrZ�lrr[�n.[�lod.u}t[�oamlrn.ugvn w uylrZ�[(uyqJgvitahgofËuik}yd.z�itd.}t[-¶��������G#amrds}t[L¸ § lr}�acn'lvikX.[�}zVgvut[�u�¥�[ÁzVgon.nsloi�}t[�gofmf³x [${sqM[�z�i�ikX.[>z�}tacit[�}yahgÀiklÉ}y[�z�lLo[�}�ikX.[Äit}td.[ � ª Tlo}putZ\gofmfc[�}�ogvfmd.[�upl §8 i¯x;q.amz�gof�}y[Vgofcam¹�gvikaclrn.ufml;lrpZedszX>n.lramuyam[�}gon w go}t[(;amutd.gofmf³x�z�fmlout[ itlpamn w [�qM[�n w [�n=ikf³x w amuyit}tac¢.dsik[ wz�lofmlr}yu�ª�Tlo}#fhgv}tr[�}?vgofcd.[�u�¾oikX.[�utacZed.fhgjikamlon.u�fm[Vg w ikl°z�fmlruy[�itl°Z\lon.lbz�lrfmlo}?acZ-gvr[�u�¥XJgvit[�r[�}ÂikX.[�ik}tds[� d.ut[ wQ§ lr}°itX.[utacZed.fmgvikaclrn.u�ª^¿Æ[z�lrn.uya w [�}t[ w gp J}yuyi^lr} w [�}n.[�amrX®¢Mlr}tXslbl w ¾ ��� ��� § lrd.}ns[�amoX;¢Mlr}yu§ lr} [VgozXÉq.a©{b[�f«ª'W�X.[puyamZedsfhgvit[ wÀw gvigEz�lr}t}y[�uyq8lrn w iklÄXsa w.w [�n � ¤¯z�lrfmlo}�|?loititueZ\l w [�fmu § lr}(¥XsamzX� : � �� + � � + � � � : L �U?U?U? � � ¥acitX � + : �Ïgon w � + : >@? N ¾ § lr} � : L �U?U? ? � ªÊ¿Æ[Ed.uy[ w lrds}®n.lS¥fm[ w r[Äl § gÆz�lrn.uigon=ipvgo}yahgonsz�[o¾ § lo}\ikXs[ � uyikgvik[�u�¾iklÆ si�gÀZ�l w [�fgvn w }t[�z�lSr[�}pikX.[ik}tds[amZ\gor[vªÀJlr}�[VgozXÎZ\l w [�f%z�lrnsuta w [�}t[ w ¾1SrÄutacZed.fmgvikaclrn.u ¥�[�}y[�zVgo}y}tam[ w lrdsiVªÆW�X.[�z�lr}y}t[�utqMlrn w acn.z�}yacit[�}tamg}t[�uyd.fcitugv}t[^}t[�q8lr}ik[ w amn'W�go¢.fm[¦rª�µÝi°gvq.q8[�go}tuikX.gvi1z�}ta³ik[�}tahg0�"!$# *-,-. gon w | � µ¬êqM[�} § lr}tZ¥�[�fmfsgon w lrdbikqM[�} § lo}tZ �"!$#&% '3(¥X.aczX�uyX.lS¥u w [�o}kg w gjikamloneamneuy[�fc[�z�itamn.°itX.[%}yamrX=iÂn®d.Z�¢8[�}Âl § z�lrfclr}tu¥X.[�n � amu�fmgo}tr[�}£ikX.gon�].ª~W�X.amu�z�lrns J}yZ\u%itX.[^g w vgon=ikgor[l § d.utacn.utq.gvikamgofËZ�l w [�fmu�[�r[�nitX.}tlrdsrXgoq.qs}tlV{bamZ\gvikaclrn.u^¢.dsi w lb[�u�n.lvie[�n.go¢.fm[�ikl w a 58[�}y[�n=ikamgvik[ �"!$# *-,-. § }tlrZ | � µ¬ª~lo}t[ w a 58[�}t[�n.z�[�ugoq.qM[Vgv}�amn�ikX.[^n.[${;i�i¯¥�l\uy[�z�ikamlon.u�ª

    Û�Û ÖPRQ�SUTUV

  • o �������������������������������������������� ��!���!"

    �I: < ¾ 8�:F>R?BACuy[�fm[�z�it[ w � �"!$#&% '3( Vr��� !$# Vr

    �"!$# *-,-. Vr

    � :=E ¾ 8�:F>@?HGut[�fm[�z�ik[ w � �"!$#&%$')( So��� !$# So

    �"!$# *-,-. So

    �I:FJ ¾ 8K: Luy[�fm[�z�it[ w�� ] (�"!$#&% '3( r¼ *= ��� !$# So

    � !$# *-,-. »r»

    �;:=N ¾ 8 :MLut[�fm[�z�ik[ w � ] ( *�"!$# %$')( o» b � � !$# Sr

    �"!$# *-,-. »= ¼

    �;: � ¾ 8 : L ?6Lut[�fm[�z�ik[ w � ] ( * � !$# % '3( V ¼r ��� !$# »r¼

    �"!$# *-,-. »r»

    W#go¢sfm[ÄrÍ �[�r}tg w [ w � ¤Ýz�lrfclr}e|?loititu¦Z\l w [�f·Íp`;[�fm[�z�it[ w � dsutamnsÁ´£µ¬ § lr}�amn w [�q8[�n w [�n®i�Z�a³{;ikds}t[Z\l w [�fcu¦¶2� !$# % '3( ¸�¾�q.uy[�d w lv¤¯fcamo[�fmacX.lbl w ¶6| � µ¬�¸gon w Z�[VgvnÁ .[�f w ¤¯fmaco[�¶ �"!$# *-,-. ¸°goq.q.}ylV{sacZ-gjikamlon.ul § ´�µ¬ª1W�Xs[Æ}y[�qMlr}yit[ w ogvfmd.[�ugv}t[>ikX.[Qn®d.Ze¢M[�}�l § ikacZ\[�ugÉra³r[�n � acu�ut[�fm[�z�ik[ w lrdsi'l § Sr[�{bq8[�}tacZ\[�n®itu�ª

    � �! � +�-�#3� � 56+�*4* *)()13� % #�� ! 1 ')�613-�5 -�/0� ��� #µ¯nÎitX.amu¦ut[�z�itamlrn˾G¥£['z�lon.uta w [�}�n.lracut[�¤Ýz�lr}y}td.qbik[ w amZ\gor[�uz�lr}y}t[�utqMlrn w acn.QitlÁ;nslL¥nÏogvfmd.[�u�l §� ªµ¯Z-goo[-¶O¢T¸�l § #acrd.}y[�amu1g L <C0O�L <C amZ\gor[lr¢sikgoamns[ w ¢®xg wsw amn.�utloZ\[�)^god.utuyahgon'n.lracut[^ikl¦ikX.[J ¤¯z�lrfmlr}~acZ-gvr[(¶·g=¸Âl § #amrds}t[�bªÂW�X.[1n.lracut[1qJgo}tgoZ\[�ik[�}tu�go}t[1raco[�n\¢®x � : � �� + � � + �7� � : L �U?U? ? ��J �¥acikX � + : �egon w � + :=>R?BN�§ lr} � :ML �U?U?U? ��J ª�W�X.[�loitX.[�}~[${.gvZ\q.fc[¶6#amrds}t[%r¸�amu~g LUE E"O LUJ < n.lramuy[�¤z�lr}y}td.qsit[ w S¤¯z�lofmlr}BamZ\gor[vª?¿Æ[dsut[ w )^god.uyutamgon w [�n.uta³ikac[�u�¥a³ikX\z�fhgvutu¤ w [�qM[�n w [�n=i%vgo}yahgon.z�[�uGutl�itXJgviikX.[ik}yd.[¦n.lracut[qJgo}tgoZ�[�ik[�}tu^go}y[ � � � � � � � : � NRL �ULUE >�� gon w �� ! � � ! � : � < N N � E> >�� ª�W�X.[�uy[\acZ-goo[�u¢8[ § lr}t[ w [�r}kg w gvikaclrn>go}y[n.loi}y[Vgofcam¹�gvikaclrn.u § }ylrZg�®n.lS¥nÀEgo}yolSÄ J[�f w Z\l w [�f«ª(Jlr}°[�uikacZ-gvitamlrn@¾¥£[-goutuyd.Z\[ w gZ�l w [�fÂ¥a³ikXÀuy[�z�lrn w lr} w [�} n.[�acrX®¢8lo}tX.l;l w ¶ ��� ���pikXs[-[�acrX=i�z�fmlruy[�ui�n.[�amrX®¢Mlr}tu § lr}[VgozXÉq.a©{b[�f ¸$ªÄW�X.[�uy[�fm[�z�it[ w � go}t[-}t[�qMlr}ik[ w acnÀW�go¢.fc[�bªÄµ¯nÈitX.[�uy[�[�{bq8[�}tacZ\[�n®itu�¾ �"!$# *-,-. gon w| � µ¬Ê¢8[�XJgVr[ w a65@[�}t[�n®itfcxoª#¿À[lo¢.ut[�}yr[°itXJgvi � !$# *-,-. acu£¢M[�itit[�}%acnput[�fm[�z�ikacn.eikXs[°}tacrX=i%n®d.Ze¢M[�}%l §z�lrfclr}tu § lr}GamZ\gor[�uBq.}y[�uy[�n=ikacn.eikX.acn § [�gvikd.}y[�u°¶��������B#amrds}t[�=¸~¥Xsamfm[ikXs[�x\¢8loitX-qM[�} § lr}tZ¥�[�fmfT¥X.[�namZ\gor[�ugv}t[�Z\g w [^l § fhgo}yr[�}�}y[�raclrn.u�¶��������#amrds}t[ r¸�ª�± wsw acitamlrnJgvfË[�{bqM[�}tacZ\[�n=iku�¥�[�}y[�z�go}t}yam[ w lrdsi¥acikX�loitX.[�}acZ-goo[�u%z�lrn=igoacn.amn.eitX.amn�fcamn.[�u�gon w utX.lS¥�[ w uyamZ�amfmgo}�}y[�uyd.fcitu1acn § gVrlr}l § �"!$# *-,-. ª

    � ��� � *4��� � $&����� $�-�/0� ��� #¿À[[�r[�n=itdJgofmf³xÄik}yam[ w itX.[z�}yacit[�}tamgplrnÁ}t[�gofÂamZ\gor[�u § lr}¥XsamzXQaci w l;[�u^n.lvi^[�{bamui(g�it}td.[vgofcd.[ § lr}� ¶Oamn}t[Vgvf³¤¯fca § [v¾Ma³i°acud.uydJgofmf³x'qJgo}yil § ikXs[eq.}tlo¢.fm[�Z itl�goutuy[�uyu(a³iku1ogvfmd.[V¸1¢.dsi § lr}�¥X.aczX>amn=ikdsacikaclrnlr}[�{bqM[�}y