Радикально-базисные сети. Архитектура и структура

L_fZ JZ^bZevgh[ZabkgZyk_lv JZ^bZevgh[Zabkgu_ k_lb 5DGLDO %DVLV )XQFWLRQ 1HWV 5%) [ueb ij_^ eh`_gu^eyZiijhdkbfZpbbnmgdpbcfgh]boi_j_f_gguoDZdihdZaZgh\ wlbo jZ[hlZo k ihfhsvx jZ^bZevgh[Zabkguo nmgdpbc fh`gh kdhev m]h^gh lhqgh Ziijhdkbfbjh\ZlvaZ^ZggmxnmgdpbxDZdb fgh]hkehcguci_jk_iljhgjZ^b Zevgh[ZabkgZyk_lv J;K y\ey_lkymgb\_jkZevgufZiijhdkbfZlhjhf FZl_fZlbq_kdmx hkgh\m J; k_lb khklZ\ey_l f_lh^ ihl_gpbZevguo nmgdpbc jZajZ[hlZgguc F: :ca_jfZghf WF ;jZ\_jfZghf b EB Jhahgh wjhf iha\heyxsbc ij_^klZ\blv g_dhlhjmx nmgdpbx \ [ \ \b^_ kmi_jihab pbbihl_gpbZevguo beb[Zabkguonmgdpbc I L [ ]^_ DL D   D  D 1 \[ 7  ¦ D LIL 1 L  [ D 7 I [   \_dlhj ih^e_`Zsbo hij_^_e_gbx iZjZf_ljh\ I [  I  [  I 1 [ 7  \_dlhj[Zabkguonmgdpbc < J;K\ dZq_kl\_[Zabkguo\u[bjZxlkyg_dhlhju_nmgdpbbjZkklhygby f_`^m\_dlhjZfb  I L [ I __ [  F L __  <_dlhju F L gZau\Zxl p_gljZfb [Zabkguo nmgdpbc Nmgdpbb I L [ \u [bjZxlkyg_hljbpZl_evgufbb \hajZklZxsbfbijbm\_ebq_gbb __ [  F L __ < dZ q_kl\_f_ju[ebahklb\_dlhjh\[b F L \u[bjZxlkyh[uqgheb[h_\deb^h\Zf_l I [ jbdZ __ [  F L __ _ [ M  FLM _ ¦ 1 M  [ M  F LM     eb[h fZgowll_gkdZy [ M  FLM VLJQ [ M  FLM  VLJQ [ M  FLM __ [  FL __ ­  _keb [ M  FLM !  ° ®  _keb [ M  FLM  °̄  _keb [  F   M LM ¦ _ [ M  FLM _  ]^_ 1 M   JZ^bZevgh[Zabkgu_ k_lb bf_xl fgh]h h[s_]h kh klhoZklbq_kdbfb k_ lyfb kfjZa^_e DZdb klhoZklbq_kdb_k_lbJ;Kh[eZ^Zxl[hevrhckdhjh klvx h[mq_gby Ke_^m_l lZd`_ hlf_lblv qlh ijb bo h[mq_gbb g_ \hagbdZ_l ijh[e_fk ³aZklj_\Zgb_f´\ ehdZevguofbgbfmfZoH^gZdh\ k\yabk l_fqlh ijb \uiheg_gbb g_ihkj_^kl\_ggh deZkkbnbdZpbb ijh\h^ylky ^h\hevgh keh`gu_\uqbke_gby\hajZklZ_l\j_fyihemq_gbyj_amevlZlZ :jobl_dlmjZJ;K Hkh[_gghklvx wlbo k_l_c y\ey_lky gZebqb_ jZ^bZevghkbff_ljbqgh]h rZ[ehggh]hkehy KljmdlmjZk_lb KljmdlmjZ J;K khhl\_lkl\m_l k_lb ijyfh]h jZkijhkljZg_gby i_j\h]h ihjy^dZ jbk  Jbk± KljmdlmjZjZ^bZevgh[Zabkghck_lb BgnhjfZpbyh[h[jZaZoi_j_^Z_lkyk \oh^gh]hkehygZkdjulucy\eyx sbcky rZ[ehgguf b kh^_j`Zsbc j g_cjhgh\ DZ`^uc g_cjhg rZ[ehggh]h kehyihemqZyihegmxbgnhjfZpbxh \oh^guokb]gZeZoo\uqbkey_lnmgdpbx  I L [ I [  F L 7 5  [  F L  L  S ]^_o ± \_dlhj \oh^guo kb]gZeh\ 1[  F L  \_dlhjp_gljh\ 1[ 5 ± \_kh\ZyfZljbpZ DZd m`_ hlf_qZehkv hkh[_gghklvx ^Zgguo k_l_c y\ey_lky gZebqb_ jZ ^bZevghkbff_ljbqgh]hrZ[ehggh]hkehy\ dhlhjhfZgZebabjm_lkyjZkklhygb_ [  F L 7 5  [  F L f_`^m \oh^guf \_dlhjhf b p_gljhf ij_^klZ\e_gguf \ \b^_ \_dlhjZ \h \oh^ghf ijhkljZgkl\_ <_dlhj p_gljh\ hij_^_ey_lky ih h[m qZxs_c\u[hjd_b khojZgy_lky\ ijhkljZgkl\_\_kh\hl\oh^gh]hkehyd kehx rZ[ehgh\ G_cjhgrZ[ehggh]hkehyk_lb GZjbkij_^klZ\e_gLc g_cjhgrZ[ehggh]hkehyJ; k_lbH[jZ[hl dmihklmiZxs_cgZg_]hbgnhjfZpbbmkeh\ghfh`ghjZa^_eblvgZ^\ZwlZiZgZ i_j\hf± \uqbkey_lkyjZkklhygb_f_`^mij_^ty\e_ggufh[jZahfo b \_dlhjhf p_gljh\kL k mq_lhf\u[jZgghcf_ljbdbb ghjfufZljbpu5gZ\lhjhfwlhjZk klhygb_ ij_h[jZam_lky g_ebg_cghc Zdlb\Zpbhgghc nmgdpb_c I [  >\hcgu_ klj_edb gZ jbkmgd_ h[hagZqZxl \_dlhjgu_ kb]gZeu Z ljhcgu_ ± fZljbqguc kb]gZe JbkG_cjhgrZ[ehggh]hkehyJ;K < dZq_kl\_ nmgdpbb ij_h[jZah\Zgby I   gZb[he__ qZklh \u[bjZxlky ke_^mxsb_  ]Zmkkh\Znmgdpby ­ [ F ½ I [ H[S®     ¾  V ¯ ¿ Jbk± =Zmkkh\Znmgdpby  fmevlbd\Z^jZlbqgZynmgdpby I [ ª [F «  ¬ V   º  D»  ¼  Jbk± Fmevlbd\Z^jZlbqgZynmgdpby  h[jZlgZyfmevlbd\Z^jZlbqgZynmgdpby I [ ª [ F «  ¬ V    º  D »  ¼   Jbk± H[jZlgZyfmevlbd\Z^jZlbqgZynmgdpby Z k   kieZcgnmgdpby I [ [  ORJ [   Jbk± KieZcgnmgdpby  nmgdpbyDhrb I [  [   Jbk± NmgdpbyDhrb  Ke_^m_lhlf_lblvqlhmdZaZggu_nmgdpbb^himkdZxljZaebqgu_fh^b nbdZpbb GhjfZfZljbpu 5  hij_^_ey_liheh`_gb_hk_c\ ijhkljZgkl\_< h[ s_f\b^_fZljbpZ 5  fh`_l[ulvij_^klZ\e_gZke_^mxsbfh[jZahf ª U «U «  «  « ¬US  US º  U S »  » 5    » »  USS ¼ <_kh\mxfZljbpm 5  lZd`_gZau\Zxlh[jZlghcdh\ZjbZpbhgghc fZl jbp_cWe_f_gluwlhcfZljbpujZ\gu ULM V LM  L M  S  A^_kv V LM U U  US  V ML  g_dhlhju_mijZ\ey_fu_iZjZf_lju QZklhfZljbpZ 5  \u[bjZ_lky^bZ]hgZevghcl_ ULM  ^ey L z M b [h e__lh]hijbgbfZxl ULL V LL V  FRQVW < wlhfkemqZ_^ey]Zmkkh\hcnmgd pbbI [    V ij_^klZ\ey_lkh[hcklZg^Zjlgh_hldehg_gb_ IZjZf_lj V L hij_^_ey_lkywdki_jbf_glZevghohlyk_lvg_y\ey_lky klhevdjblbqghcd _]h\u[hjmAZ\bkbfhklv[ZabkguonmgdpbchlV ihdZaZgZ gZjbk GZjbkihdZaZgh \ebygb_\u[hjZ\_ebqbgk b V LM gZ\b^[Zabkghc nmgdpbbL]hg_cjhgZkdjulh]hkehy^ey^\mo\oh^h\hcJ;k_lb § · ¸¸ k k  L b k  L khhl JbkZ[ hljZ`ZxlkemqZc 5  ¨¨ © ¹ § · ¸¸ b k  Lk  Ljbk^ \_lkl\_gghjbk\] ± kemqZc 5  ¨¨ ©  ¹ §    · ¸¸ b k  L  ± kemqZc 5  ¨¨ ©   ¹ Jbk± @  Z )7 ) )7 \  Ijbf_j  Bkihevam_f ^ey j_ZebaZpbb nmgdpbb ³bkdexqZxs__ BEB´q_luj_nmgdpbb=ZmkkZ  ­  ½ I [ H[S®  __ [  F __  ¾ ¯ V ¿  k V  b _\deb^h\hcf_ljbdhc__Â__ Ihke_^h\Zl_evghklvij_^ty\ey_fuoh[jZah\ h[mqZxsbokb]gZeh\ bf_ _l\b^  7    7    7    7   LZddZdqbkeh \oh^guoh[mqZxsbo h[jZah\jZ\ghq_luj_f\u[_j_fq_luj_g_cjhgZkdjulh]hkehydZ`^ucbadh lhjuo[m^_lj_Z]bjh\ZlvgZhij_^_e_gguch[jZa< \uoh^ghfkeh_^hklZlhqgh h^gh]hg_cjhgZ\uoh^ghckb]gZedhlhjh]hijbgbfZ_l^\ZagZq_gbyb <_d  ^ `^ `^ `^ ` lhjk\yabg_cjhgh\kdjulh]hkehyk g_cjhghf\uoh^gh]hkehyhij_^_ey_lkyba khhlghr_gby  < gZr_fkemqZ_ § H  H  H  H  · §  · §       · §  · §   · ¨     ¸ ¨ ¸ ¨ ¸ ¨ ¸ ¨ ¸ ¨ H  H H H ¸ ¨  ¸ ¨       ¸ ¨  ¸ ¨  ¸ : ¨     ¸ ˜ ¨ ¸ ¨ ˜        ¸ ¨  ¸ ¨  ¸ H H H H ¨ ¸ ¨ ¸ ¨ ¸ ¨ ¸ ¨ ¸ ¨ H  H  H  H  ¸ ¨  ¸ ¨       ¸ ¨  ¸ ¨   ¸ ¹ © ¹ © ¹ © ¹ © ¹ © Hdjm]e_gb_j_amevlZlh\ijb\h^bld lhfmqlh\f_klhlj_[m_fuoagZq_ gbc \uoh^gh]h kb]gZeZ  b  ihemqZxlky khhl\_lkl\_ggh agZq_gby  b  Jbkmgdb  beexkljbjmxl j_r_gb_ ^Zgghc aZ^Zqb GZ jbkihdZaZgZZdlb\Zpby\k_oq_lujzog_cjhgh\gZjbk± \uoh^ghc kb]gZe k_lb Z gZ jbk ± ebgbb jZ\gh]h mjh\gy wlh]h \uoh^gh]h kb]gZeZ GZ ihke_^g_f jbkmgd_ \b^gZ ijZ\bevgZy deZkkbnbdZpby \oh^guo kb]gZeh\ hkms_kl\e_ggZyk_lvx>@ Jbk± :dlb\Zpbyg_cjhgh\k_lb Jbk± [ N  F L N @ L  S  ]^_ L DUJ PLQ^G M N ` M G M N __ [ N  F M N __  Baf_gyxsbcky\h\j_f_gbdhwnnbpb_glmkbe_gby D N   aZ^Zzlky khhlghr_gb_f D N  DN  § · N ¸¸   LQW¨¨ 1  S   © ¹ ]^_ LQW [  p_eZyqZklvo DZdihdZau\Zxlwdki_jbf_gluZe]hjblf  g_djblbq_gd \u[hjm gZqZevgh]hagZq_gby.  b ohjhrb_j_amevlZluh[_ki_qb\Zxlky\u[hjhf D  |  ;he__ijhklufijZ\behfaZ^Zgbybaf_g_gby D N y\ey_lkyke_^mxs__ DN N   < N  :) N 7 < N  :) N @ A^_kv WU>˜@  ke_^fZljbpu>Â@ AZf_lbf qlh   y\ey_lkyh[h[s_gb_f   gZ kemqZcN h[jZah\ FbgbfbaZpby   hkms_kl\ey_fZy imlzf j_r_gby kbkl_fu ebg_cguo Ze ]_[jZbq_kdbomjZ\g_gbc w,    w:LM ijb\h^bl ihke_ ij_^ty\e_gby N h[mqZxsbo iZj d ihemq_gbx hp_gdb FGDZgZeh]bqghc    : ) N < N beb  : N < N ) 7 N >) N ) 7 N @  ^ ` Ijb ij_^ty\e_gbb gh\hc h[mqZxs_c iZju [ N   \ N  hp_gdZ fZljbpu \_kh\uodhwnnbpb_glh\ihZgZeh]bb  aZibku\Z_lky\ \b^_  : N   < N   ) 7 N   >) N   ) 7 N   @ LZddZdjZaf_jghklbfZljbp < N   b ) N m\_ebqb\Zxlkymkeh`gy _lkyijhp_^mjZ\uqbke_gbyh[jZlghcfZljbpub \hajZklZ_lh[s__dhebq_kl\h Zjbnf_lbq_kdbohi_jZpbcg_h[oh^bfuo^ey\uqbke_gbyhp_gdb   Kms_kl\_ggh]hmijhs_gbyfh`gh^hklbqv_kebmq_klvqlhbkihevam_ fu_\  fZljbpunhjfbjmxlkyke_^mxsbfh[jZahf  < N   > < N  \ N  @  ) N   > ) N  I N  @  l_y\eyxlky[ehqgufb ª º Ij_^iheh`bfqlhfZljbpZ «) N   ) 7 N   » g_\ujh`^_gZH[hagZqbf ¬ ¼ 3  N Lh]^Zk mq_lhf    3  N   ) N   )7 N   )N ) N 7 ¦ I L I L7 N  L  ¦ I L I L7  N ¦ I L I L7  I N I N7 N L   L  3  N I N I N7   Ijbf_g_gb_d  e_ffuh[h[jZs_gbbfZljbp>@^Z_l  3 N   3 N  3 N I N    I N73 N I N   I N73 N  Ih^klZgh\dZ\  khhlghr_gbc  b  b g_keh`gu_ij_h[ jZah\Zgbyijb\h^yld ke_^mxs_cnhjfme_  : N   : N  > \ N    : N I N  @I N73 N LZdbf h[jZahf khhlghr_gby     hibku\Zxl j_dmjj_glgmx ijhp_^mjm \uqbke_gbyhp_gdb fZljbpu \_kh\uo dhwnnbpb_glh\ ijb ^h[Z\e_ gbbgh\hch[mqZxs_ciZju [ N   \ N   @   :3  N < N )37 N )3  N )37 N  B \wlhfkemqZ_hp_gdZfh`_l\uqbkeylvkyj_dmjj_glghNhjfmeZ^ey dhjj_dpbbwe_f_glh\\_kh\hcfZljbpuijb\\_^_gbb^hihegbl_evgh]h j ]h g_cjhgZkdjulh]hkehybf__l \b^ :3  :3    :3 I 3 E 7S    < I 3  E 73   )37 D 3   I 3G 3   < jy^_ kemqZ_\ ijb ihemq_gbb hp_gdb we_f_glh\ fZljbpu \_kh\uo dh wnnbpb_glh\\hagbdZ_lg_h[oh^bfhklvbatylvihdZdhceb[hijbqbg_ba\k_]h fgh`_kl\Z h[mqZxsbo iZj g_dmx hij_^_e_ggmx iZjm gZijbf_j h[mqZxsZy iZjZ kh^_j`ZeZ eh`gmx bgnhjfZpbx  Ijb wlhf _kl_kl\_ggh hp_gdZ lZd`_ ^he`gZ [ulv kdhjj_dlbjh\ZgZ B \ ^Zgghf kemqZ_ p_e_khh[jZagh \hkihevah \Zlvkyj_dmjj_glgufb \uqbke_gbyfbImklv^eyijhklhlug_h[oh^bfhbatylv ihke_^gxx N x h[mqZxsmxiZjmLh]^Zba  bf__fkhhlghr_gb_ 3  N 3  N    I N I N7  ijbf_g_gb_d dhlhjhfme_ffuh[h[jZs_gbbfZljbpu^Z_l 3 N 3 N    3 N   I N    I N73 N   I N   I N73 N    :gZeh]bqgh^eyhp_gdbfZljbpuihemqZ_f : N : N    > \ N    : N   I N  @I N73 N  < aZdexq_gb_g_h[oh^bfhhlf_lblvke_^mxs__DZdb fgh]hkehcguc i_jk_iljhgJ;k_lv y\ey_lkymgb\_jkZevgufZiijhdkbfZlhjhf Ijbf_jGZjbk ijb\_^_guj_amevlZluZiijhdkbfZpbbnmgd pbbaZ^Zgghc\ ijbf_j_ jbkZ  ª [      \    º ª [    \    º I [ \  H[S « »   H[S«    »   ¬ ¼ ¬ ¼ J;k_lvx ª [     H[S« ¬   >  \    º »   H[S  [    ¼   \    @ Jbk ± :iijhdkbfZpbynmgdpbbI [\ Z J;k_lvx[ Jbk[ khhl\_lkl\m_lk_lbJHbf_xs_cg_cjhgh\k ]Zmkkh\u fb [Zabkgufb nmgdpbyfb ihke_  lZdlh\ h[mq_gby Kms_kl\_ggh]h khdjZ s_gby\j_f_gbh[mq_gbym^Z_lky^hklbqv_kebjZa[blvk_lvgZjy^k_l_cdZ` ^Zybadhlhjuoh[mqZ_lkyhl^_evghGZjbkijb\_^_guj_amevlZlufh^_ ebjh\ZgbyjZ[hlu k_lb khklhys_c ba k_l_c^ey h[mq_gby dZ`^hc ba dhlh juobkihevah\Zehkvh[mqZxsboiZj jbkZ >eyaZ^Zgghcih]j_rgh klbZiijhdkbfZpbb  h[s__qbkehg_cjhgh\k_lb[uehjZ\gh Z \j_fy h[mq_gby khdjZlbehkv ijbf_jgh \  jZa J_amevlZl ZiijhdkbfZpbb ijb\_^_g gZjbk[  Jbk ± :iijhdkbfZpbynmgdpbbI [\ J;k_lvx ij_^klZ\e_gghck_lyfb J_amevlZlufh^_ebjh\Zgbyk\b^_l_evkl\mxlh lhfqlhlhqghklvZiijhd kbfZpbb k ihfhsvx J; k_lb lj_[my f_gvrbo \uqbkebl_evguo aZljZl ihke_ h^ghjZah\h]hh[mq_gbyih\k_fgZ[ex^_gbyfg_om`_lhcdhlhjZyh[_ki_qb\Z _lkyfgh]hkehcgufi_jk_iljhghf < jy^_kemqZ_\[he__wnn_dlb\gufhdZau\Z_lkyi_jk_iljhgZ \jy^_kem qZ_\± J;k_lvIjbf_julZdbokemqZ_\ijb\_^_gugZjbkJbkZ kh hl\_lkl\m_lkemqZxdh]^ZjZkihagZ\Z_fu_h[jZaue_]dhfh]ml[ulvjZa^_e_gu gZ^\ZdeZkkZk ihfhsvxi_jk_iljhgZ\ lh\j_fydZd^eylZdh]h`_jZa[b_gby gZdeZkkuihlj_[h\ZeZkv[ukeh`gZyk_lvJH jbk[ < lh`_\j_fy^ey ihkljh_gby deZkl_jZ bf_xs_]hnhjfm weebikZihlj_[h\Zehkv [u fgh]hi_j k_iljhgh\ jbk\ Z k_lvJHkh^_j`ZeZ[ulhevdhh^bgg_cjhgrZ[ehgh]h kehy jbk]  Jbk± BeexkljZpbydeZkkbnbdZpbbh[jZah\ fgh]hkehcgufi_jk_iljhghfb J;k_lvx =bi_j[ZabkgZyk_lv < jZkkfhlj_gguojZ^bZevgh[Zabkguok_lyo\uoh^gu_g_cjhguj_Zebah \u\Zeb\a\_r_ggmxkmffmihklmiZxsbogZgbokb]gZeh\l_bf_ebnZdlbq_ kdbebg_cgu_nmgdpbbZdlb\ZpbbDZdihdZau\Zxlbkke_^h\ZgbyagZqbl_evgh emqrboj_amevlZlh\fh`gh ^hklbqv_kebZdlb\Zpbhggu_nmgdpbb\uoh^guo g_cjhgh\[m^mlkb]fhb^ZevgufbLZdbfh[jZahfaZf_ghcnmgdpbcZdlb\Zpbb \uoh^guog_cjhgh\\hafh`gZfh^bnbdZpbyk_l_cjZ^bZevgh]hhkgh\Zgby Djhf_lh]h\hafh`gh\a\_rb\Zgb_dZdjZkklhygbyhlh[jZah\^hkhhl \_lkl\mxsbop_gljh\ [  F L dZ`^hc[Zabkghcnmgdpbbiml_f\\_^_gbyg_dh lhjh]hiZjZf_ljZ TlZdb hl^_evguo_]hdhfihg_glh\ [ M  F ML qlhhagZqZ_l\ kemqZ__\deb^h\hcf_ljbdbi_j_oh^hl]bi_jkn_jd ]bi_jweebikhb^ZfFh]ml [ulvbkihevah\ZgulZd`_jZaebqgu_\_ebqbgujZ^bmkh\b jZaebqgh_gZijZ\ e_gb_hk_c^ey[Zabkguonmgdpbc GZdhg_p[ZabkgZynmgdpbybkihevam_fZy^eyZiijhdkbfZpbbbkke_^m_ fhcnmgdpbb)fh`_l[ulv^hiheg_gZihebghfhfg_dhlhjhc\ qZklghklbi_j \hckl_i_gb bihklhygghc\_ebqbghc T ZgZeh]bqgmxihjh]m kf_s_gbx  Fh^bnbpbjh\Zggu_lZdbfh[jZahfjZ^bZevgu_[Zabkgu_nmgdpbbgZau \Zxl]bi_j[ZabkgufbZ khhl\_lkl\mxsmxk_lv± ]bi_j[Zabkghck_lvx KljmdlmjZk_lb < ]bi_j[Zabkghck_lb kb]gZe L]hg_cjhgZ\uoh^gh]hkehy\uqbkeyxlky ke_^mxsbfh[jZahf 1 §/ · \ L [ V )M [ V¨ ¦ Z LMI [  F L  T L  ¦ G QM [ Q  T M  M  0  Q  ©L  ¹̧ ]^_ V ˜ ± kb]fhb^ZevgZyZdlb\ZpbhggZynmgdpby T L ± iZjZf_ljbaf_g_gby p_gljZnmgdpbb T L ± ihjh] LZdZyfh^bnbdZpbyk_lbijhy\ey_lky\ lhfqlh\ g_cihfbfhbaf_g_g gh]h\uoh^gh]hg_cjhgZihy\eyxlkylZdgZau\Z_fu_³VKRUWFXW´ ± k\yab kf jZa^_e f_`^mg_cjhgZfb\oh^gh]hb \uoh^gh]hkeh_\hij_^_ey_fu_\_kh \ufbdhwnnbpb_glZfb G QM Q  1 M  0 KljmdlmjZwlhck_lbijb\_^_gZ gZjbk Jbk ± KljmdlmjZk_lb]bi_j[Zabkgh]hhkgh\Zgby H[mq_gb_k_lb < ijhp_kk_h[mq_gbyk_lbgZkljZb\Zxlky\k_iZjZf_lju\oh^ysb_\  Ke_^m_lhlf_lblvqlhh[uqghi_j\hgZqZevguc\u[hjp_gljh\ F M g_ y\ey_lkyhilbfZevgufIhwlhfmijbbaf_g_gbb i_j_kq_l_ iZjZf_ljh\p_g ljh\^he`gu[ulvi_j_kqblZgub \_kZ Z LM >eyh[mq_gbyk_lbbkihevam_lkyf_ lh^h[jZlgh]hjZkijhkljZg_gbyhrb[dbaZdexqZxsbcky\ fbgbfbaZpbbd\Z^ jZlbqgh]hnmgdpbhgZeZhrb[dbj_Zdpbbk_lbih\k_fmfgh`_kl\mij_^ty\ey_ fuoh[jZah\Jl_  3 0   3 0 , H SM \ SM  \ SM    ¦ ¦ ¦ ¦ 3 M  3 M  ]^_ \ SM ± `_eZ_fZyj_ZdpbyM]hg_cjhgZ\uoh^gh]hkehyk_lbgZjuch[jZa< khhl\_lkl\bbk wlbff_lh^hf kfjZa^_e dhjj_dpbyiZjZf_ljh\k_lbhkms_ kl\ey_lkyihnhjfmeZf J  ¦ H SMV )M [ S I H SL  T L  3 'Z LM 'F L  J  ¦ I H H SL  T L [ S  Z L 3  J  ¦ I TL H SL  T L 'T L 'G QM ]^_ I H SL  T L I H SL  T L I TL H SL  T L 'T M 3  3 3 3  ¦ Z LMH SMV M  ¦ Z LMH SM M  3  )M [ S   )M [ S  J  ¦ H SMV )M [ S [ QS  3  J  ¦ H SMV )M [ S  L  / M  0 Q  1 3 3  I [ S  Z L  TL    wI H SL  T L  wH SL wI H SL  T L  wT L N  ± dhwnnbpb_gluh[mq_gby fh]ml[ulv\u[jZgugZijbf_j JN h^bgZdh\ufb  Kmffbjh\Zgb_ih\k_fij_^ty\ey_fufh[jZaZfj \ijb\_^_gguonhjfm eZohagZqZ_lqlhh[mq_gb_k_lbijhbkoh^bl\ j_`bf_³RIIOLQH´H[mq_gb_\ j_`bf_³RQOLQH´dh]^ZiZjZf_ljumlhqgyxlkyihlZdlh\hihke_ij_^ty\e_gby dZ`^h]hh[jZaZ\ ^Zgghck_lb\ hlebqb_hlk_l_c^jm]bolbih\y\ey_lky g_mklhcqb\ufK p_evxih\ur_gbymklhcqb\hklb\ Ze]hjblfZoijbf_gyxl j_]meyjbabjmxsb_^h[Z\dbgZijbf_jZ^^blb\gh\\h^bfu_\     \a\_r_ggu_baf_g_gbywlbo`_\_kh\gZij_^u^ms_flZdl_      Dhgljhevgu_\hijhku >Zcl_hij_^_e_gb_ jZ^bZevgh[Zabkghck_lb Qlh ij_^klZ\ey_l kh[hcg_cjhgrZ[ehggh]hkehyJ;K" Ijb\_^bl_ijbf_ju[Zabkguonmgdpbcbkihevam_fuo\ J;K DZdbfh[jZahfhkms_kl\ey_lkyh[mq_gb_J;K"< q_fkmlvkZfhh[mq_gby" DZdbf h[jZahffh`gh f_gylv kljmdlmjmJ;K"K dZdhcp_evxfh`_lijh ba\h^blkybaf_g_gb_kljmdlmjuk_lb"  Qlhij_^klZ\ey_lkh[hck_lv]bi_j[Zabkgh]hhkgh\Zgby"DZdbfh[jZahf hkms_kl\ey_lky__ h[mq_gb_"  KjZ\gbl_wnn_dlb\ghklvj_r_gbyaZ^ZqbZiijhdkbfZpbbk ihfhsvx i_jk_iljhgZb J;K