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No-gap Second-order Optimality Conditions for Optimal Control Problems with a Single State Constraint and Control

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(1)No-gap Second-order Optimality Conditions for Optimal Control Problems with a Single State Constraint and Control J. Frederic Bonnans, Audrey Hermant. To cite this version: J. Frederic Bonnans, Audrey Hermant. No-gap Second-order Optimality Conditions for Optimal Control Problems with a Single State Constraint and Control. [Research Report] RR-5837, INRIA. 2006, pp.30. �inria-00070189�. HAL Id: inria-00070189 https://hal.inria.fr/inria-00070189 Submitted on 19 May 2006. HAL is a multi-disciplinary open access archive for the deposit and dissemination of scientific research documents, whether they are published or not. The documents may come from teaching and research institutions in France or abroad, or from public or private research centers.. L’archive ouverte pluridisciplinaire HAL, est destinée au dépôt et à la diffusion de documents scientifiques de niveau recherche, publiés ou non, émanant des établissements d’enseignement et de recherche français ou étrangers, des laboratoires publics ou privés..

(2) INSTITUT NATIONAL DE RECHERCHE EN INFORMATIQUE ET EN AUTOMATIQUE. No-gap Second-order Optimality Conditions for Optimal Control Problems with a Single State Constraint and Control Frédéric Bonnans — Audrey Hermant. N° 5837 February 2006. N 0249-6399. ISRN INRIA/RR--5837--FR+ENG. Thème NUM. apport de recherche.

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(46) €ƒ0<Ryw®lPlKµlM¦C̙€§ZZyh ¯™au“dG €ƒ?Üw9°×x al!|Ž ‡y NlP˜j¥§lK˜vk u Λ(u) ² < Z ?€©wNw°× a¥©¥§ 0¦9wVQ Du L(u, η) = DJ(u) + DG(u)∗ η = 0 ;. Tol!{l. η ∈ NK (G(u)).. u. €§°Yyhjl <EK• ? <E5Z?. xl>vl!|y ‡yyhjlPlKw ay{hl!lk }j|j€ƒw €§y ¦Ü<×lK a¥§Ž'¥§¸ l!@M||? 0¦˜‡|e¥©¥E<Ç ‡w°l!l·C[0,lN² œZT²e] ²C ZG»¯ 3l!k k ™j² gN”«a| ghjl! NlKkD•j² g?$² mo ‡yl B g  j h ¬ l  | y{h0y°× a v² ∈ U ¯3¦ÜlBhÉ­al DG(u)v = g (y )z ¯E€¹² lN²§¯ (DG(u)v)(t) = g (y (t))z (t) ¯W°× a‡¥©¥ t ∈ [0, T ]  ¾v ¡ ¾    <ÇS€ ?"   45 5Xd)h ,  "S*  5 M S*X* v ∈ U; g (y (t))z (t) < 0  ,#!# t ∈ I(g(y )). <EP4“ ? <ǀ§!€ ?  5 u 3 .#6d#/*5# O)] ,     *S* ,%!  

(47)    +  I! u S*U**5V5 K.\ b )%  3 O "*5   , /54  O#  #  5*  . ∃ ε > 0,. εBC ⊂ G(u) + DG(u)U − K.. C. y. u. y. u. u,v. y. u. u,v. u,v. u. ¾ £  à ¡0à ¾ ¡µ ¢ $ ¿ Ÿ Ÿ ± l!yyhjl5X!) #H ˜'lxl$´Z|jlK˜vuQ . . — a h ∈ T (x) ¯xyhjl K. . *5  4 5+ 45(*5 5܀ƒw9xl!´|jlP+˜vuQ. <EK›?. C(u) = {v ∈ U ; DG(u)v ∈ TK (G(u)) ; DJ(u)v ≤ 0}.. <Eɖ? €$9 DJ(u)v = 0. P»°N< EP•?hj N¥©w!¯xy{hjl!| DJ(u)v ≥ 0 °× No‡¥©¥ v w}%hyh‡y DG(u)v ∈ T (G(u)) a| K o ² v s © €  | $  l Z h a  9 w  w j } j Ž ' Ž a   o y © € | E ¯ ‡  Z |  N| I(G(u)) ¯W¦l a˜xy%‡€©| η ⊥ DG(u)v η≥0 I(G(u)) DG(u)v ≤ 0 y{hjlC°× a¥©¥© 0¦€§|jœKÇ< !¥©Nww€ƒ!‡¥!?wzy%0y{l!k l!|MyVQ. ܾ  6¢   /  (u, η) *5)S* ,%. + -*X2 4 5[  X**5X%!)     5 <KE ”? C(u) = {v ∈ U; DG(u)v ∈ TK (G(u)); supp(η) ⊂ I 2 (G(u), DG(u)v)}. jl$´g|jlPhjlM˜M!+uQ 2 ‡|

(48)  O M*5   [   5+ *5 5=* ¯x{lKwŽZlP=y€©­alK¥§u TK2,i(x, h) ‡| TK2 (x, h) ¯jal I 2 (x, h) = {t ∈ I(x) ; h(t) = 0}.. 2,i TK (x, h) := {w ∈ C[0, T ]; dist(x + εh + 12 ε2 w, K) = o(ε2 ), ε ≥ 0}, 2 TK (x, h) := {w ∈ C[0, T ]; ∃εn ↓ 0, dist(x + εn h + 12 ε2n w, K) = o(ε2n )}.. ³¨w{@vlo€I{lKCFEPK“v‡¯R¥©¥EVy{ZhjG=lq<Rw®%lKhZl‡%‡a¥ƒw®= y{l!CÌ{–U€§G!¼P?0QYy{€§€ª° N|B a°Eyhjl‡€©||j |jl!wlK$ N|v¸» a¯%yxhjl!lKI| y{‡|œal!|MyÜwl$y T (x, h) x}loy{ A‡¦0¸ x∈K h ∈ T (x) N| [0, T ]}, <EVg? T (x, h) = {w ∈ C[0, T ] ; w(t) ≤ ς (t) 2,i K. K. 2,i K. Ø,Ø Ðj á=ã=ä$â. x,h.

(49) ”. B0 *  5X +. ¦hl!{l. €ƒwœa€©­alK|+˜vuQ. €ª° t ∈ (int I(x)) ∩ I (x, h) <¹™‡š? €ª° t ∈ ∂I(x) ∩ I (x, h) (h(t) ) ς (t) = liminf  2x(t)  ‡yhl!{¦€©wl .  +∞ ¯aa| int S a| ³¨∂SlhxlKÉ|j­al ‡y{llPw®Ž'lK$y€©­alK°×¥§u a y{hjl9€©|Myl!{€© aça|‡B|·˜Z N€§yo}j|€ƒw9j|ja au y 0} aTo°Il!w®{l!l y h(t) ²S svl$:=y Tmax{h(t), ∩ I (x, h). ς (τ ) ≤ 0 τ ∈ T (x, h) €6j9 € !µ$}¥ªy2y «%hlK(x,@«°×y ah)h‡‡y :=¥©¥ t ∂I(x) ƒ € 4 w © ¥ 0  ¦ ! l 4   w ! l. k § € » ¸ !  a M |  y © € v | j } a  } K w « ² Ü ‹ a Z | ® w lP‚N€©}|l!$|M{lKy¥©Nuaw®¯ €©|jTœ·w®lP(x,‚M}jh)l!|!6=l2 a∅° 7→ ς (t) ² P º | { y  h 0   y !  N  ® w N l ¯ © €  w { y j h. l j } j Ž ' Ž ! l   © ¥ § €. k § €  y ‡  °   ς ! a|Mςy€©|v}j(t) a}Zwç>°×}−∞ |=y{€§ N|w t² ` €©­al!| ¯v¦lkÉujl$´|jl.<Rw®lKlCla² œ²NCFEP“dG ?XQ ςx,h : [0, T ] → R. 2.  0   . x,h. +. 2. 2. t0 →t ; x(t)<0. +. 2. x,h. 2,i K. x,h. x,h. x,h. η ∈ M+ [0, T ] (Z. (ςn ). Z. ghl!|DQ. T. T. ςx,h (t)dη(t) := sup 0. 0. ¦hw‡l!{yl€ƒwz´Zσ(η, lKw S) = sup. ς(t)dη(t); ς ≤ ςx,h. 2,i σ(η, TK (x, h)) =. Z. ). T. ςx,h (t)dη(t),. ∈ R ∪ {+∞}.. <¹™OEd?. xhjl!l!|j| aylPwyhl2w}jŽjŽ' ay9°×}j|$y€© a|¬ ‡°y{hjl2wl$y S ²NP»°y{hjl2w}jŽjŽ' ayo a° hη, wi j ¯ { y η supp(η) ⊂ I (x, h) <¹™a4™ ? σ(η, T (x, h)) ≤ 0. ‘wlK! a|v¸» a%xlKÜ|jlP$lPww{‡{uµ$ N|x€§y€© a|·x}jlCy. AÉ¦aw{ @v/€ C6EPU• G3€ƒ5w Q  ¾v ¡ ¾    /  u 3 K#6d#= )! #I*5# O);,   *5S* ,%!      5  ,"#!# v ∈ + -,#!#6I!   #FU* C(u)  n o <¹™‡• ? sup D L(u, η)(v, v) − σ(η, T (G(u), DG(u)v)) ≥ 0. +¾ 6¢x¡   ghjl‡˜' 0­alCwlK$ N|v¸» a%xl!|jlP$lPww{‡{uµ$ N|x€§y€© a|·¦Nw€§k Žj{ 0­alP˜vu‹Ü Nk €§|jl!y®y{€3€©| C ›UG»¯j˜vuw®y{0y{€§|œ yh‡y°× N9‡¥©¥3$ N|v­al>wl$y S ⊂ T (G(u), DG(u)v) ¯ . <¹™ Z? sup D L(u, η)(v, v) − σ(η, S ) ≥ 0. g! ah3|²Yw€ƒ™jx² l!™{€©lKw܏º a€§˜x|¨y%‡y€©h|jlBlKBŽ°×lP Nw®IlKy{|NhjylqŽŽZa‡ŽZlKyK€ƒ$¯3}j¦Ü¥ƒ‡l çœN%ah€§ a| €ƒ$wl9}" a!µ° $S€©l!|My=€§|x°×T Nk(G(u), ²I—j NIyhlqŽj{ a˜¥§lKk DG(u)v) ‡   y © € a « | × °   N k <R™‡•?M<Çwl!l„I{ aŽ' Nw€ªy{€§ N| •6² Ed?=² 0. w∈S 2. 2,i K. η∈Λ(u). 2,i K. 2 uu. . u,v. η∈Λ(u). 2 K. 2 uu. u,v. u,v. 2,i K. Õ×ÖرÕÚÙ.

(50) 

(51)    !"#$!%'&(!)+*-,./ )!"#(&(0 #12 435#6 *. g. 08 )+#15798 798015# 1798  80' !&1!  3O4X% <. <. ¨³€©|MyllK´­0%‡wz¥Zy ‡{°±lKŽ'! Naw¥§¥9€ªy{w€§­N al9k k l·lK$N¥ƒw®a}jw{w®{€ƒl !a¥xl$´|€ªy{€§ Nw|}w!%² h y{h0y ×{lKw<׎±{²lKwŽ±!+²  X?'·?Y€ƒw°× a¨‡k ¥©¥ >x€§k‡¥² =0 P»° [τ , τ ] €©w ˜' a}|j‡{u aI{a⊂¯ τ[0, Ta]| τ al·g(y(t)) !  a  § ¥ © ¥ K l  5+)X%6‡| g(y(t)) 4!BŽ' a<€©|N0yP¯lPw®Ž'lK$yt€©­a∈l!¥©Iua² ç|Ny{uµa|+l>x€ªyŽ' a€©|Ny%w‡{lw{‡€ƒy{ 2˜'l  O#F€§°3y{hjl!ualql!|jŽZ N€§|My ‡°‡|€©|MylK€© a‡%‡²   +  y{Ž'¦ a ah}€©l!|M%|h¬y τyŽ'hj a€§l9| €©|M†z(0,y{}jw|=‡Ty{{€§)l4 N€ƒ|!wÜwaa¥§Ž'¥©|µlK a €©€©w|M: ay{O¥ƒw90y{a5lKµl!{ l! a* œN|M}j +y{N¥©a=!K+yI² ŽZ* P N|<ǀ§ a|My{y hj€©<Çwol!!" |ŽjX‡ŽZ*UŽ'?= Nl!²o€§P|M¯j³¨y N ‡l2|j°±¥§w{uµyzÉ¦u+yhj yl4h€©|NK‡y{ayol!w{ylC€§h N ‡loÜ°†za´}j{|j|ZKw €§=y?$ylK²

(52) €©¥§ au+ ç|Z|Nk wqy{aauN|vl¯vul{>x{l!l!€ªœNyœa}j}‡¥ƒ¥©‡|aP  ¯ †z}|=gy{hj€§ Nlq|´w%€ƒwzwy¸¹x NlK{aj¥ªl!y9Y¦y{€§€§yk h±lC² xl!{€§­0‡y€©­al9 a°±yhjlwzy%0y{lq$ N|w®y%‡€©|Ny¦hjl!| w{0y{€©w®´lPwIy{hjlqw®y{‡yllK‚M}0y{€§ N| <¹4™ ?$¯a€¹² lN²§¯ g (u, y) = g(y(t)) = g (y)f (u, y) ¯a€ƒwIxlK|j ‡y{lKB˜vu g y(y) €§°Wyhjl°×}j|Z=y€© a| R × R → J x vlPwC|j ‡yxlKŽZlK|¨ a| <×yh‡y€©wK¯Ey{hjlB°×}j|=y{€§ N| €ƒw R (u, y) 7→ g (y)f (u, y) €ƒxlK|Ny{€©K‡¥©¥§u¼!l!{ ?$²Y³«lkÉujl$´|jlw€©kB€©¥ƒ‡{¥§u g u, . . . , g €§° g, f ‡{l C ‡(u,|y)€§° g7→ g≡ 0(u,¯v°× ay)9‡¥©¥ ¯j‡|¦lhZÉ­al ˜'l!9y) a°=y{€§gk lPwox(y)f ¯j ‡°× a° yhjjl2=wzy%1,0y.l2. .$, aq|Z² wzy{{a€§|MyK¯jw yhZ0yq j = 1, . . . , q − 1 (u, y) 3l$y q ≥ 1 ˜'lyhjl2w®k‡¥©¥©lKw®y9|Mg}k4(u, K l   © € 0 ­ 0   y © € a Z |  w j<Rw®l!lKŽ'lCl!la|² xœlKN² |C̐$d“ lG!?$¦² ² K² yK² u ‡ŽŽZlP‡%w!²HP»° q €ƒwÜ´|j€§ylN¯x¦ÜlCwÉuBy{h0y q €ƒwçy{hjl. 4 ‡°±y{hjlwzy%0ylC$ N|w®y%‡€©|Ny khZ2É}j­a¥§3ly€©l$0Žjy yY¥§€©k l!u Nη∈w®yYaU!| a}j˜Z$|Ml¶ My%‡wzy%˜j0¥©y{wul ak¥©p}x‡y{€§|v Nu|cw®x N ‡¥§€ƒ}jw°!y a€©y{ ahj|M| yl«€© ‡|v´(°}j{€ª<¹w®yz4– y·u?=²Iy a€©%svkBx€©|l!lP+w!$l¯N|j‡ηlK|!BalK|w{‡w{alÜpulK­alK$ N‡uv|{¦lxhj€§ ‡y°ElK€© a˜'lÜ| a a}j<| |ZEKx• lK?=¯ ¦­0‡€ª¥§y{{l!h €ƒ°Ú0yçy3‡€© a|a|32œa¯‡%{‡y€§h|jœNl!œNhNu ly [0, T ] !j a€©w{|M$y N€©|v|N}jy{€§ a|v}Z}jw!€§yz²µuµ³¨ a° lxlK‡|jy ‡yy{€©kBll˜vu [η(τ )] =²,η(τ  ¦ j h ! l {  l y{hjl†z}jk Ž ) − η(τ ) η(τ ) = lim η(t) ¨ ³  l  k   N @ q l { y j h C l × ° a © ¥ © ¥ 0  ¦ § € j |. œ a  { w  w j }. k x Ž  y © € a  | w V Q η τ ∈ [0, T ]   + ghM l Q Tq‡k €§¥§y N|j€ƒ‡|¬€ƒwqw®y{ a|jœN¥§u·$ N|v­al >¦² P² yK²qyhjlB$ a|My{ N¥3­0‡{€©a˜j¥©la¯}|j€ª°× Nk ¥©u·¦² P² yP² t ∈ [0, T ] <¹™a4“ ? ∃ γ > 0, H (ˆ u, y (t), p (t )) ≥ γ ∀ˆ u ∈ R, ∀t ∈ [0, T ].    wzy%<»‹Ü0y{ al|$w®y a%|Z‡wz€©y{|M{y4a€§{|Ml!yœa}€©w¥©a a°€§yz Nu {?CxlKg hjlaj|‡µy{¬y{hj al°$y Nhj|l+xŽj€§y€© N a˜j|·¥©l!˜'k l!¥© 0‡¦c{l hjC N¥©jVw ¯YQ €R² la² k ≥ 2q €©| <qš ?=¯y{hjl q <¹™‡› ? ∃ β > 0, |g (ˆ u, y (t))| > β, ∀ˆ u ∈ R, ∀t ∈ [0, T ].   6 ghl·y%0†zlK$y Nu (u,¯Ny¦€ª)y{h hNw  ¯ (0!‡ | *5 5M, yh: l OS* ):5+!0* W)<Ç!a" |XB*=¯ÜŽZ Myhww‡€§yµ˜¥§¦u2€§l!¥©¥9k ˜'ŽxlTyzu x?l!w®|j} a˜yw®lPl! y{wY˜v au ° T =: T ∪ T ∪ T lPw®Ž'lK$y€©­alK¥§uµ{l!œN}j¥ƒ‡l!|xy{uN¯xTl>x€§yoT‡|y N}T%h+Ž' a€©|My{wK¯‡|Z¦lw®}ŽjŽZ Mw®ly{h0y g(y (T )) < 0 ² €©+|¬¾ w®6lP=¢xy{€§¡ N| Z  ‡ |Zo“j| ¯jN€©w ww}jk Žxy{€§ N|2¦lK4 @al!,yhZ‡K| <q™ ?=¯ayh‡yI€©wlK|j a}jœNh4°× Nyhjl9w"} !µ$€©l!|Myç$ N|x€§y€© a|w     *) 54+      5X& #6 d3X*5 _!)  ² lN² t ∈ [0, T ]. <¹™N– ? ∃ γ > 0, H (u(t), y (t), p (t)) ≥ γ en. ex. en. d dt. (1). ex. (1). y. n. (1) u. y. (2). (q). (j) u. q. (j−1) y. (j). u,η. u,η. +. uu. −. u. u,η. ±. t→τ ±. ±. 2q. (q) u. u. u. en. ex. to. en. ex. to. u. . uu. Ø,Ø Ðj á=ã=ä$â. u. u,η.

(53) EPš. B0 *  5X +. 1y N}%²ºh gŽ'h a€©l|Ny w®l!τy2 a∈°lPTwwl!|M€©y{w·€©aw{¥I‡€ƒy N}y% eh¶˜ZŽ'l a€©|N X*y%*5w 5 a+°)yhj#Ô¯ql€ªy°%y{0hj†zlKl$y3 N‡œNu {a|jœal¬k2¦}j¥§€©y¥©€©¥ÜŽj˜'¥§€©l+l! xηlK|j ‡w{0y{lKy{€© w®´˜vlKu w [η(τ )] > 0 (u, y ) ² T ¦jl!a{w€§g­0¥ƒ00hjy{y{l·€§l!­N9‡lK˜'$wÜ¥ƒ 00‡­ay3{l€§†z´}hMlK|uv+=Ž'y{€§ ‡|¬€§ Ny{hj|pTlKŽ'walK a}jw2€©{|Nl!€§y%ik w!²YC6ŽjEdg¥©gUu G»hj² ylqh|jll >v! ay|MŽjy{€© a|vŽ'}j N€ªyzwu¨€ªy{€§ ‡ N°o|y€©hjwl·x$}j Nlq|Nyy{M  NfN¥çN­0$‡ a{˜Z€ƒ‡w® N˜j|B¥©l+l!ya|a¶¥R² ‡CFEP°o™dwG» a² k P»y{l+w ‡Žj°o{ v€§y{ ‡w ° ¡  砟   Ç    5 *5S* ,%!    I! /54  O# ) #  5 η 

(54) U** O +         #6  +  u ∈ U <ÇS€ ?  M0# u S*c+)! + *iU 5 [0, T ]  ! +X)O#6 (: O5) *= +!+* τ ∈ T . C  [0, T ] \ T   O#  #  5 η S* 0! + *X# % B  5+)435#6  [0, T ] \ T  <ǀ§!€ ? , τ ∈ T ∪ T S*M  O#FM 5+)X% M 4!/ +!0  + .<R ? , q S*B xj  η  q − 1 (*Xb)!"  X)U * ,  +)! + *. <ט0? , S*l!­Nl!| + (*XB!" . to. u. ess to. .  . q.  q−2 τ q 4 5XU *M , u  M0!u + *c τ  <ǀ§€©€!? , τ ∈ T S*M  + " +!0  + c<R?+ q − 2 (*XW4 5X)U * , u  " +)! + * ×< ˜0?Mto,  5   # *5'0! + * τ  +NS*   , q = 1   5 (u, y ) τ u 4d X*c q  = 1 X **5 5+)η#D + u˙ +!0   +¾ 6¢x¡  no|xl!qyhl4aw{w®}kBŽjy€© a|w a°Y„I NŽ±²o™x²F‡E ¯Z¦ÜlhZÉ­alCyhl°× a¥©¥© 0¦€§|jœµjlK$ Nk ŽZ Mw®€§y€© a|DQ en. ex. ¦ hjlKl δ xlK|j ‡y{lKw9yhjl4‰q€©{Nk lKaw}j{l0y9y{€§k l τ ¯'y{hjl4xlK|w®€§yzu xj‡|Z €ƒw9B€ƒw܁lKlPœa‚M}j}¥ƒ‡‡¥Wy{l! |My{u ɍ‡l5¥©kB>x€ª MywzŽZy Nl!€§­N|Ml!yP{¯uv‡¦|hj+l!€§{° lqqa=| 1퍇|:= τ[η(τ€©wB)] y{≥ a}0%²Yh³«Ž' alC€©|NhyPÉ² ­Nl ν = 0 €ª° q €ƒw }j|€©‚M}j² lK|jlKw{w ‡°y{hjlk4}¥ªy{€ª¸ Ž¥§€©l!³¨P²Yl—j al!|Zy{hjy€ƒhjw€ƒwo¦ÜlCwlK|j$ylK€©lK a+|·y˜vhu+l l >x{ŽjlK{wlK}jw{¥ªw®yq€© a a|+|¬ ‡$° N|yhjwzy{l{ay€©€§k |My9l4‚Mx}lK‡¥©€©€§­0´Z0!y‡€©­ay€©lP aw|¬ ‡‡° |DG(u)v. ܾ  6¢   ** O B  f, g  C + g ≡ 0  , j = 1, . . . , q − 1  +     / #!#  (,#!#6I! K 5#6)+*  #F. dη(t) = η0 (t)dt + η0 ∈ L1 (0, T ) τ. v∈U. P. τ ∈T. ντ δτ (t). τ. dη dt. τ. q. . dj gy (yu )zu,v dtj q d gy (yu )zu,v dtq. τ. (j) u. = gy(j) (u, yu )zu,v ,. j = 1, . . . , q − 1,. <R™‡”?. <R™4g? ! 

(55)  ,M!a4!)    S**S*2    5  DG(u) S*"hS*5") OS*X 3 5 -  5 L∞(0, T )    c*)  W 4 (  35% R< •aš? W := {ϕ ∈ W q,∞ (0, T ) ; ϕ(j) (0) = 0 ; j = 0, . . . , q − 1}. 1 V,  <ǀS? :u_R< ”$? ¯j¦ÜlChÉ­Nl4Q = gy(q) (u, yu )zu,v + gu(q) (u, yu )v.. d gy (yu )zu,v = gyy (yu )f (u, yu )zu,v + gy (yu )fy (u, yu )zu,v + gy (yu )fu (u, yu )v dt (1) (1) = gy (u, yu )zu,v + gu (u, yu )v.. Õ×ÖرÕÚÙ.

(56) 

(57)    !"#$!%'&(!)+*-,./ )!"#(&(0 #12 435#6 *. EE. ƒ€sx<Çw€§€§€!|?b€©|!P»lx°çl!g€§Ž'|¨l!|Za≡xjl!j|M0€ªy{yo€§°× N N N|a | j<Rv™a=¯›4‡?91|Z€ƒµwy wy{‡hqy0−€ƒywz´1y{lPhj¯MEl¦Ü¯Wlqx€ªyCl! a{˜x€ƒ€©wo­Éy%‡‡lP€©ya|µ€©w­a€§˜vlC¥©u¬u ‡°w®€§|lK al!j%|T}x=l!˜vy{ u\€§ Nq|µ<R™4hygahZ?9w0yy{y hhj‡lyolg°×>x aŽjC(y{lK‡w{¥©)z¥w®€© a|+€§=|\<¹g™¯'g4y{?$hj(u,² l!{l4y l5)z>v€ƒw®y{w y{+hj}jl! N|j€ƒ‚MlKk·}jl ² v ∈ U w}%hºyh‡y g (y )z = ϕ ²4ghjl! a|!¥§}w€© a|¬°× N¥§¥© 0¦9wq°× Nk ϕ y∈hjl W aŽ'l!|«k‡ŽjŽj€©|jœ ¡  砟   Ç  i** O" =+   +#6*  #F  u+∈ /U54*S * ,% b  O #   #  5+  U**5Vb53 !+ *5I! *  *X !+ +#  =   #FU *  ! [ ,  dj dtj y. (j) u. y. . u. u. u,v. (j) y. u. u,v. u,v.  . Λ(u) 6= ∅  η     S * O+ +  • <׀©€S?aa||·±w®l!l!y k k ™x²FE4<׀!?Üyh‡yc< E5Z?hj a¥ƒ²çjwsx€§€$|9a!l <<cEU?x vlKwK²gh€©w ¯ Ž1  0V­NlK, wiWP»×< €!y=? ²€ƒwo aw{˜vw®­v}j€§k N}lCwÜy{˜Mhu0y ±ηl!k , kη  ∈™x²Λ(u) µ := η − η ∈ M[0, T ] DG(u)∗ µ = 0. u. §°×€ y9 NÜ°× Nw¥§ a¥© 0k ¦9l wyh‡y ²Rg,4ϕ(t)dµ(t) ¯j€ƒ=°×y a€©9 a|Ba¥§y{¥ ϕ ∈ W ‡²°Wsv°×}j€©||Z$=l y€©g(y a|ZwI)€©| < 0 ¯j¦lhÉ¯v­a¦l l9supp(µ) =0 ⊂ [2ε, T ] v @ § € j | C œ { y j h o l {  K l ® w  y {  a x ˜ % y ‡  © €. |  y j h lo¦hj a¥©l ¯ ε>0 [ε, T ] DG(u)U wŽN$l W (ε, T ) ² :Üu¨xl!|Zw®€§yzuº a°y{hjl¥ƒ0y®y{l!€©| C[ε, T ] ¦ÜlµjlKx}!lyhZ0y°× a2‡¥©¥ ϕ ∈ C[0, T] R R ² ( 9 T K l  | $  l x ¯  ¦ j h © € %  ¬ h N  %  j h § € K l a ­ P l ç w { y j h  l j Ž {  v ‡ , ° a 2 ° Ç < § € ! € = ? ² ϕ(t)dµ(t) = ϕ(t)dµ(t) = 0 dµ ≡ 0.

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(64) 3O4X%*d?Q int I(G(u)) ⊂ supp(η). +¾ 6¢x¡  Ed?:Üu „I NŽZ Mw®€§y€© a| ™xF² E‡¯Iy{hjl·l >xŽj{lKw{w®€© a|Zw2aŽjŽZlP‡{€§|œ«€©| Nww}jk Žxy{€§ Ne | <4“ ?5<×!€ ?»¸ <ǀ§!€ ?al¦l!¥©¥ª¸ xl!´|jlK±¯a| qˆ + 1 €©wyhjlwk‡¥©¥§lPwzyŽ' Nw{w€§˜j¥©lµ N{xlKC°× a2¦hj€©%h y{hjl! a{lPw®Ž' a|j€§|jœ j™ ?l!{Šq€§­0|j0¥©y{uT€§­Nlqyh al° ag(yw{w®}kB) ŽjkyÉ€© auµ| ˜'<lq|j› a ?C|¼!˜Zl!lK{¥§ 0¦0y9¯,‡¦Ü|·lP l!@N|Ml!y{CuµyhZ N‡| l>x<€ªqy9› Ž'?= a¯€©|M€ƒwyK²I}mowlK ‡¨ylC€©|¶y{h|j0lKy !lKqˆw{=waquº°× a! a |qj=€ªy{€§ N1,|¨2 a² ° lKgk hŽxl! ayzua{l!¯xk °× N9•jF²‡E‡¥©¯a¥ €©| a%xl!y{ Q l!|w}j{lyh‡yIyhjl9wlK! a|x¸¹ N{xlKy{‡|œal!|MyIwl$y T (G(u), DG(u)v) €ƒwY|j ay 3l$y 3l$y. . en. qˆ+1. en. ex. qˆ+1. qˆ+1. qˆ+1. ex. − t=τen. u.  . qˆ+1. u. ess to. to. 2. 2. u. t=τto. . u. v ∈ C(u). Ø,Ø Ðj á=ã=ä$â. 2,i K. + t=τex.

(65) Eə. . B0 *  5X +. RsMy{‡|€ƒ=+yÜl‹Ü>x N€§kBy9ŽZŽ N¥§lK€§|MkBy lK|My{‡{€§yzu  x¯ y{Whjl! {0lCXl% >xR €© w® y{w !Y ‡°'˜Z N}jw}|%jhay{uh0ayd{KQ w ?Q— aY‡¥©¥xl!|My{uŽ' a€©|My τ T τ ∈T ε>0.     <. . en. ex. ex. (τen , τen + ε) ⊂ supp(η). (τex − ε, τex ) ⊂ supp(η).. ;. en. ∈. <R•a•?. mo ‡y{lqy{h0y9¦lx |j ayNww}jk lwzy{€ƒ=y9! ak Žj¥©l!k l!|My{a€§yzu‡yy{ a}%hŽ' a€©|Ny%w!²  ¾v ¡ ¾   < i* * O" c      +#6*   5 u ∈ U 3 h !"#H*5# O\,     I!Y!* /54 " O#  #  5 *5S* ,%!  U  K     /    " -+!  * 5B,    **5 0# +  +!+η*  ,c+ c);:5 5  X% (u, yu ) #!# v ∈ C(u) . . Ttoess ντ = [η(τ )] > 0.  ,.    +  ,  . τ ∈ Ttoess. <R•Z?. (1). 2 Duu L(u, η)(v, v) −. X. ντ. (gy (yu (τ ))zu,v (τ ))2 ≥ 0. d2 dt2 g(yu (t))|t=τ. 2 * *5 ¡ 0 $$Ç¢x#N¡ ¿  +  Y +!0 4 5'!] + _X)* * OO#6b ), +*_ K ,

(66) *X   Y  +*)  !+ c ,KS*Y+ Y, )´Z{;:5w®y 5 a %Xx% l! (u, y )  +U*Y+   . . , M#!#. . ess τ ∈Tto. u. . q = 1. . P |ºyhjlBw®lP‚N}l!¥¹¯Z¦l2xlK|j ‡y{l I 2(G(u), DG(u)v) ˜vu I 2 ²q— aC‡¥©¥ v ∈ C(u) ¯W˜vu\< EP”4?=¯W¦l4hÉ­Nl ² ±l!y}Zwjl!|j aylqyhjlCw®}˜w®l!y a°,${€§y€ƒu,v ess 2 T ⊂ (T to ∩ Iu,v ) to y{ a}%hŽ' a€©|Ny Ç< €R² la²©¯w}%h+yh‡y g(y (τ ))z (τ ) < 0 ¯j°× a9‡!‡¥©¥ ¥Eτx€©∈{lKT=y{€§ N\|Twçyessh‡?y˜vÉu­aQ N€©9|j N|lPwwl!|My€ƒ‡¥ 2 Duu L(u, η)(v, v) ≥ 0. v ∈ C(u). u. u,v. to. to. 2 C0 (u) := {v ∈ C(u) ; Tto ∩ Iu,v = Ttoess }.. g!h€§yl€ƒ!´a%¥±w®xyB€©w®lPy=l!yŽe€© a ‡|Z°9wÜy{€©hj| lŽj v a°9² ‡°qghjlK a{l!k •j²FE+! a|w€ƒwzy%w4€©|e! ak Žj}xy{€§|jœ«yhlw€§œNk0¸¹yl!{k°× aByhjl C (u) ¡  砟   Ç  <  5 v ∈ C (u)   [ MU** OW  *  , +  5    - +   X <R•N4“ ? (g (y (τ ))z (τ )) σ(η, T (G(u), DG(u)v)) = . ν g(y (t))| Ž'1 a€©V|MŒy{, lKwKok ¯vgy€§hj|hlKl|Žjyyh{hj v‡l ‡y°9 N˜v|j€ƒuwBlCj ‡<¹°™‡€§­vš y€ƒ?$ ax¯}ZlK% ah+|j€§¥©|MŽ'uey a ¨€©y|Mhj•ºy{lTwK¯w®Ž'y‡ alK|Ž€©|Mw!y{² ´w|³¨€§a| ¥§l¥©u´Z!{ aw®yB|!a¥§|}‡j¥©laux² w®lyhjl·hZÉ$ N­a|NlTy{6€©˜j!}x ay{|M€§ Ny{|¶€§˜ ‡}x°oy€©lK a|M| y{y{u ¶ 0l y>xhj€§ly ∂I(G(u)) ∩ I w€©œak+yl!{k·²²(mo: ‡u

(67) y{l<R™‡yšh?=‡¯jy ¦∂I(G(u)) · ² v s ! l y ‡| ¥©l$y =T ς := ς =ς lChÉ­alQ 0. . .  . 0. 2,i K. (1) y u d2 u dt2. τ. ess τ ∈Tto. u,v. 2. t=τ. 2 u,v. u,v. 2 τ ∈ T ∩ Iu,v. ςu,v (τ ) =. g(yu ),gy (yu )zu,v. ({gy (yu )zu,v (t)}+ )2 . 2g(yu (t)) g(yu (t))<0. liminf. G(u),DG(u)v. <R•a›?. jlK ­al!lK{|±€§EU­0¯j?K0‡y{< €§| I­N lK|MwÜy{ ‡ u °± Éy{5l hj>vlC€§€§° yµ$ aŽ'|M€© aw9y{€©|N v NXy ¥'?=E²‡²Üyo‹Ü{l!w{ aœNw®|}j}jwk ¥©lKa‚Mçl·}jlKlKy{|N|Mhy{y0¥©y u ua¯x 0τl˜v>xu+∈€ªyxTŽZl!´ N|j€§|M∪T€§yy%€©w aa|·² l ‡°,$y N!hj|N!ly{ a€§%|v Nx{}jj€© N|jl!}œºw ‡y{}j ¶°,|Myy„Ihj€©¥Wl2{ a awzŽ±%y%x²0l!y l™jq6² !E a−<×|€©S€ 2w®?$y¯Ü€§%° y{‡€§q€©k |M€ƒyKlw ¯ q−1 q t→τ ;. en. ex. Õ×ÖرÕÚÙ.

(68) EP•. 

(69)    !"#$!%'&(!)+*-,./ )!"#(&(0 #12 435#6 *. y{€§° hjl€ƒyw€©k xlKjw9E²IxlKT9lK€©­0|0$y{lq€§­NylKhjwlKu ‡° ‡g(y¥©¥'­Éa)|j€ƒaw®hlC0$y N|Nl!y{|M€§y|v{}ju N É}lw>x€§0yIy y€©τk }l |Ny{€§¥3 ‡°3 a%2x˜Zl! N}j2q|j−a2u€©aw {qa²/€ƒwP»yl!­N°× al!¥©|±¥§ 0¯j¦9a|wç yhZ2q0y−°× a1 0qy|jlK€§œNhM˜' a{hj v xµ a° τ a|+yhjlC€©|Myl!{€§ N‡%w€ƒxla¯j gÉuMτ¥© al>xŽa|w€§ N|+œN€§­NlKwK¯M˜vujl$´|j€§y€© a| ‡° qˆQ t <R•M– ? (t − τ ) d g(y )| + o((t − τ ) ), g(y (t)) = dt (ˆ q + 1)! ¦hl!‹Ü{la N¯vk4°× a˜j€©|jy{€©hj|jlœ w{± l!@ak lk ‡°Y¬w€§™xk ²Ì™Žj¥©‡€©!|€ª^yzuN¯x<q¦Ü› l ?=j¯3l!¦|j alµylCwl!˜vlBu yhτ ‡yCl!°×€§ ayhjlK‡ ¥©¥ τ €ª° τ ∈ T¯,yhj NlB °×τ}j|Z=€§y° €© aτ| ∈<Ç ‡T°y€©² kBlU? ­¯xa|0‡|w€© 2whjxlK 2wY†z€ªy%}wÜwzyC´{0w®°Úyy{l!olK|Myl!y{€©kB€©|jlCœx alK9˜'€©­0l$0°×y N€©­allPwÜ¥©lKwÉ€©­v|€©$|jloœµyhjlv˜'¥© a‡∈}jy®y{|ZC(u) j‡‡{{u+loa${ NC|M Ny€©|·|M} aw®}kw܍‡˜v¥©u ¥3€©3|Ml!yk lKk­0‡ ¥ g (y )z ! l [τ, τ ± ε] ™€©j|M² •+ylK<ׁ€!?=€© a²çg‡hj%l Cqw®¸¹€ƒxyh¬l Q xlK€©­00y{€§­Nl aq° −g 1(y )z ˜ZlK€§|œµ ˜Z N}j|xlP°×}|=y{€§ N|˜vu

(70) <R™g?=¯j¦lChÉ­alN¯x a|yhjl <R•a” ? |g (y (t))z (t)| ≤ C|t − τ | . w d4‡¯! ak2˜j€§|€§|jhœ <R•M– ?¦€§yh ‡|^ <R•a” ?C‡|¨˜vuTy%‡|jœNl!|My€ƒ‡¥©€ªyzu«aw{w®}jk Žxy{€§ N| P»° €© <<q“ ?<×!€ q?=¯¦ÜlxlPx}!lq°×{ ak <Ǖa› ?Üyh‡Vy Q qˆ = 2q − 1 u. qˆ+1. qˆ+1. u. u. qˆ+1. qˆ+1. t=τ ±. ±. y. u. u. ex. u,v. y. ≥. ςu,v (τ ). q. +. en. u,v. y. P»°. −. €ƒw U 5¯/<ǕM–?¦€ªy{h ςu,v (τ ). lim. 2q t→τ ± d 2q dt. qˆ = 2q − 2 ≥. u. q. u,v. C 2 (t − τ )2q. > −∞.. 2q. ) 2q g(yu )|t=τ ± (t−τ (2q)! + o((t − τ ) ). ¯D<R•a”?‡|]<“4?5<׀!?€§|\<ǕN›4?œa€©­alQ C 2 (t − τ )2q. lim±. (t−τ )2q−1 d2q−1 ± dt2q−1 g(yu )|t=τ (2q−1)!. = 0.. xs €§|!™l ?Nς<Çg, a(τ}%)h≤Ž' a0€©|M˜vyuM?$²*<¹™aqšw?±w‡}jyk al9||jl! 0|M¦ y{uCy{h a03y l5>x€ªyŽZ N€§|MyK¯0€§y3°× N² ¥§¥©P» 0°W¦9yhwE‡y{yÜh0!yNw®<×l9¦hZhj‡lKŽj| Ž'ql!€ƒ|w3wKlK¯v­aw®l!€©||$? l ς (τ ) = 0 ²¯ N}j hv²çuMŽ'sv ‡€©|y{hj$l lKwlKw €©k ŽjhZ¥©au¶w9yBh€ƒ‡w®y N¥©τ‡ylK€ƒw‡¥© x| !‡lK¥Ew{wkl!τ|M∈y>v€ƒ‡€©Tk4¥}y∩ NkF}I%0h y ŽZ N¯ €§|Myw{0ya€ƒ|w®°× uM€©|jœ <ǕM™4?=¯­É‡a|Z|j€ƒw®h·hjvlK0|y ∈$lNC¯ç¦y{(u) h€©0¥§ly j h q≥2 g(y ) τ g(y ) g (y ) τ ƒ € ç w  | a j | ' Ž N  w ª € { y § € N ­ o l ‡  Z | µ  $  N N | { y § € v | j } N  } ç w ‡  y  w § €  | !  l © €  w $  N M |  y © € M |  } a  } ç w M ˜ B u I „ {  a ± Ž I ² ™j²6E<׀!?=² g = g (u, y ) τ u ³¨lCyhv}whZÉ­a4l Q <R4• g? (t − τ ) d + o((t − τ ) ). g(y (t)) = g (y )| dt 2 sx€§|!l τ ∈¦€ªIy{h a¯'¥§k ¦l Mwz‡yB¥ƒw®l! ­alKhÉuv­N¦l hjglK(yl+º(τ˜'))z a}j|ZxlK(τe)w®=lP$ a0|Z²6gxhjl!l{€©°×­É}j‡|Zy=€©y­a€©lN a¯Y| ¦Ügl(yœal!yB)z˜vu <R˜Z™alK”€§?$|¯Yœ y{4C@M€©|j<Rœ«w®€©|yhj$ll q ≥ 2) | a|j|jlKœN‡y€©­alŽ‡Vy Q <ZNš ? (g (y (t))z (t)) = (g (y (τ ))z (τ )(t − τ )) + o(t − τ ). —gh Nl!k {l$°×<R a4• {g4la?$¯aH¯ y{<4 ZN@M4š €©?o|jœ4‡|yhj\ l <<q“ ?<׀©!€ ?=¯¦(ghjlK| (y )z )$ NkB/g(ylPwYy{ 4) y%€©wo @a¥§l!l9°Úy®y¸hj‡l |·{€©œa ‡hM°3yq˜'$ ‡ Ny{|Mhµy€©¥§|M€©k } a€ªy%}ww¦¦hjhl!l!| | t → τ ² min t→τ a| ¯xyhv}w¦l alim˜jy{‡inf€©|DQ t → τ t→τ. u,v. (1). u. u. u. (1). 2 u,v. y. y. u. u,v. 2. u. u. u,v. +. (1) y. u. u. 2 u,v +. 2. t=τ. y. u. u,v. u. u,v. 1. +. u. +. −. ςu,v (τ ). Ø,Ø Ðj á=ã=ä$â. 0. u. (2). u. t→τ. u,v. 2 u,v. to. d (1) dt. + o((t − τ )2q−1 ). = min. (. (1). (gy (yu (τ ))zu,v (τ ))2 ; 0 g (2) (u(τ ), yu (τ )). ). (1). =. (gy (¯ y (τ ))zu¯,v (τ ))2 > −∞. (2) g (u(τ ), yu (τ )). <Z+Ed?.

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