Current Technologies in Automatic Test Suites Generation and Verification of Complex Systems
Texte intégral
(2)
(3) !" # $ %& '()
(4) *+ -,./0 1+ 2! . #%& 3 %45 67809:%& ' 4;<= $ >@? ,BAC # $ D"EGFHEGI1EGJLKMONPFQLRTSVUBW8FRXEYJVZ([@\]FR^E`_BEYJ8acb d aeKH\]I3NPFBfhg1ikjPlYl]l m nYoqpr8s t"u.vpxwsyo |z { }~e{ y~Hy e{ e {0:{( 4}~|{e{(y:}{ ~{( 0¡ ¢£X^ ¢H¤¥¦§3c¨ {(©}ªB «~{¬ /}{~«C B~®~ªe{¯h°± ~® eO²G {¯h°± eB~ {(~³}´ {©(¦¶µ·}{ ({( ®°}+~®¸¹«~®{(" eC}{&( e h~ Bº{( ·»+}³}~{²O² e{¶h{e{ eY{( ~O²8~y~. e{¼©{({²3 e{q eh(~®{O¦ ½| e{(¾ .( ec e3}h¾( e {P´{0P e e¬{» ~³}¿{h{(y}~e{ «]{{(Àh{e{ eY{(L²1~³}{({y}~®¯}h{ h{³~®&}~®y~{ ¯{({®~cy°± e¯~ {~®º{²# {{©{(¬~«Y He{~®1}h{({®¦µ·}hy~{Á~®{(¶}{B{{(| / e({c~ {B À~1}{ ªe{({~X²h C ] eº³~ck~Y{(°± ek{0~®{}{&( e h~ ~H{(¹"~4~®~{P³}~hªeªq~®º¨ ³}{({®¦'½Ã·{B~@°± k}{ {{( ]{¹ Ä( ({©~®{& eC~®~{P³}~hªe{¾{(+~®C · }{ ( e ~® e¯ e{(¦'ŶY{(ĺPº{'~{·~ ®}{1{h~ {k °}(¦#Æ{({¹¿¿e{(h e# e ] eh{(c e]{~®{&.~Ä{(~ª°±L»k~C" e{(· ~®³}{e{y~q e eCª c~^¦ µ{(ºª`~e{°ª|³}V( {ºPº{B»+}h{({B~®©Çh{³~® ~{/}{È«Y{(( {~ ] eº³~c@{®²{(Y{(Á~ °x}{~{& {~c¹ Ä( ®¨Ã eY{(~ {¦3½Ã¹¹ ®~}~h³~É ~©~ {(º¶~®/ He{4 e{({¶{(¼©{( {(c°± e~ e {0.( e ~®ªÄº{Ê °»k~{yº¨ {(.¦'Ë3 Hª}~®+~®.h{( {(c~® e¹( {+¹°±{~«{ e¿°± ke{CB~L{©{(¦3µ8{ª {( (²# ¬}{q }{¾h{²x{¼h{¯}{(Ì "«]{ݱ eB~Y{(Í{O¦µ·}h{ ~É´ °@~©~¿/ª{¨ {(~®ªÄ{(º{(¼©{({¶~({h³~«h{¯~ Ä e¿°± e·h{¶ºPº{«h +°±{(~«{¶°± e· e {0 e{(¦µ·}4y{®²3}{({²1 }{Á~ªe{©4«]{ °·(~{}~®4} À«Y{B e{{(L¦µ·}{({°± e{² ~B {4h~(~8~ c~³}´ B{(º&{{(B~©h°T~®h{(ÎÏ {(Ì~®ªc~h&~hªe{¾{¾ {² }~®@( {Y e ¯}{{(¸~~Y{(Í(~® eO¦8µ·}ªe{(h{(~®Éh л+~¯Ñ³ 0¡ ¢Lѳ¥ £Ò¥³Ó£T¤¨ÄÔ}{h ({(4 °@e{°ª.}~®4~|h{( {(c~® e¯~( e~{ »+¿}À~"~º(~ ³~®~xÔÕ×Ö¾hÁØeÙÐÚ^¦ ÛÜºÛ ÝcÞàßyá3âPãPä'å æLçèáéBé³á'âÞêä'ëqÞêçLãhìá·í îÀä'åí ãPçîcãhïÒåð ñ »@{(°± e {(|Y{((¿Í~ À4~/((~@Y e©y| °»k~{B{{( {c²~À{Y{(Á~¬¬}{ {{( {c °+ eh{¬º{ij}Ç~y P e²#ºPº{4}~®4 {(3}{B eh{ eP{ »k e&«c& {~h °h «ò{(x e{(c³~® eL²H{®¦#Æ~P»¹~{3{(h ·ªe л&~{'~O»@{@~®{'~h c~³}hª }{+Y{({ ®°Lªe}c'~h h }ª&{(~ ' ¾«]{·{°3 ¾ h²c }{1}~®ªe H»+ª& ~{· e3¿hª `{ e(¦:½ÃqÉ{(¿:}~®»+«]{C e{B{~:°± e4«h{C{ :~®]{(~«Y{((~{" ° }y°T~¦½{(~{CÀ( e {P:{~e{ÄÁ~{°± ey{( e(¦ ñ 4 e {B °·}{({C{( e4~H~®{ ~®~ e}h e{((²3 {C °·}h{C eº³}~®{ªeª~É©Ä| °»k~{Cº{ó{ª`4 ´~{ {(Á~«h¿e¦ ô °»¹~®{¯B~c{(~({¯~h }{+B~º e({O²]~~®(+}h лè}~®³} °#}{¯º¨ {(.Î×( eº"{( °± e {ªÇ~*~©{(~®({º³~ª{(C °¾}h{´ °»k~{´°±{({ ({¦ ñ õ.
(5) ªÍ(~c3Y e eÄ °Y}h3( 1h{· &}{~«h{(h({ °Lªe e#~({(1}~®'{ ~®{@{(~ Y{((¿Í~ ~®"{(ªe.{( e+»+}h³}.~{( {( O²h~®«ªB~.{( e(¦ ª.°± ~# {} Ph¯}~¯~¾{(y~~h{(¬{(Á~«h¿e¦yµ·}{: HP{ ~C ³~ :°± ¶}{ °± e~xY{(Í(~® e °3}{º{(Ê»+}{({(«c}h{{({(´ e]{{(¶~{y{((«]{:´~»k~/}~® ~Ç«Y{C{~® e{~«] hݱ e~e²8`~®}h{(~®((²# eÄh°± ~¿e¦µ·}{"{C °+°± e~@{} P{ ® ªe~~c{({¯( e{({&«P ]{(}{~P~®©~ªe{ °1B~®}{(~®~®~~¿ °3 °»k~{ {(ªe"ª~ÄB~®}{(~®~®]«~®{( {^²~®h®~c³~ªe{·}~®+~cC }{(·{ªe{({hª h{ }~e{B{0P e¿{|~ ¦ µ·}{(~O²8~ ²xªe{(~®¿´h({(~{~{(~ª{ &P{»=~®«] eP¯}{ {( «©À{{~ª´} e{"( ehº{({((²k~«ªe¿{4~® ( {{({Ä»k{"~H» ~«] H{¦Çµ·}{~®{ {(~c B~®h{y°± e ~ºPº{Ê e{({(¶«h Ð{¾~. {(h({¯}{¯ «~ ¨ «. °@c{(h{~® eO¦ '{(Í(~® e:~´{(ª.~{q~ »+{{( eªeh ({|~®¾~:{({(c~ ( e ] {(c¯ °}{ݱ1¿°±{({Ä °k~C( e {0:º{(.¦qz}{4}{ݱ e{&& e({{|»+}´}{ {{( {c3 °]~h eB~ e8{( Á~®h e~®3{³}¼©{3}~®1~ H»`{( e1h{{ eq~hÄ( He{ °O( e}h{({({¹~y °»k~{{(.²P{(ªy e}{ }{@}~O²Ô}{ ~®{{©¹«© {~h@ ° ~Ä{(º{0P]{ {(c+}~®~Ä ± {{c³~® e 1 eh°± e¹ ¿·]{(Í~® exÔ®Õ×µ{(
(6) Ø ÚX¦Å¶}P¨ {(»+{¾~®O²h{(Í(~® e"·{( q H{¾~qªe~®~c{{&}~®·}{¾{( ]{(Í~® e"· e{(² C}{¯{{¾}~®·»+O e]{¿B»@ eÉC~®O ³~®({(¦k½Ã e ®°#°± eB~ Ъ²«c B~®}{(~®~®Y {~®(²}{& e{({(+ °8~4°± e~Y{((h eO¦3µ{(ºhªÄ( eº·B³}{(³É©hª }~® }{¯c{~ e °#}{4{( {(c³~ »+}.{cP eh{© eªe} e {¯] ec(²»+}{{y~ «]{¯( ec e{(/~ e«{{(O²O eh°± e Y{(Í(~® eO¦·µ·}{4 {{©~® e}~® {(º{(/ ~®{C«©B}{¾{(c e {(c+»+}³}.·{({({(c{}{({4~®+~/~®«~{c~{(´£¥³Ó£¥¦ ½C}{¶°± e H»+ª¾»k{&»+G³~É~®«] eP¹}{&{0Pª4{} k°± e@{(º+{(®~® eC~®e{Í~® e ³} ~
(7) ¢ ¥ ¥ ¾£X¢hÓ£T^ Ó HÓ£Ò¥¡4Ó +~® !£#"%$&£'!P£)('£&¥ G£^¢£+¥ *´¢-Ñ ,L¥³.Ó /0"%$1(2*.0Ó ² }{¾( h°± e~{¶{ ~.¹}{( {(~O«~{²°± e H»k{"«© e {¾Á~ª~ªe{+~" ek»+}h³}~®{ ~{~h"h{e{ eY{(/ªB}h{~«Y He{4hh(h{(¦·z|{¾»+x~É"~® ~«Y eh3 ]{({(c¶ {} e ªe{ }~®1}~e{{( {(ª{(qª¶ {kÄ {1 ¾ H{¹]{°± eB~®({· e#¼~¿~hq ¾( eY{¹»+}}{ {~®{(C e {0h¿e¦ ô ³~®º(~¿e²c{(~³}{~y {} Ph e eª®q e@ P e»@ e«]{] H»@{(º°±L{ eªe} e]{»+}{{©qh e«{( (²1Y{( { {(hÀ {0P{(Ç|( {P¬ e¯º¬ ´~( e ~®{ »+}h.~Ä{» h e«{( °± ¹»+}³}"}{¯{ªe{{y °8( {PB e+B~®~ªe{(~«q({~ªq«c.~ ] eº³~c¹~ c+" eh{(+ °8B~ª{¦ 4 57698Opxw; o : <¯o"t =p 698O>p 8?8xuCw0=p 698?:@6+Ao 6¹Br <¾pxwsyo Ŷ{(3}h{·Á~º1»k{c {~~¾ e{~«{+~ ec3 °G»@ eÉ}~'«]{{(q e{+ eÄ}{·«©ò{(@ °]~h ®¨ B~®{(Īe{{(~® eÄ °G{'{((D¦ C{{(º}{{((²©}{1h{+4}{·{(~h»@ eÄ1ºÄP°T~]FÕ E=EØ G Ú ~¾}O³~É®{(Á~{3«]{~h{ °P}{'Á~³É e¾}{c{(ªe~® e¶»+}¾~{y {} e ªe{(¦ ô e { °8}{y~h B~® {(ºhª {} +( e {&°± e((¿·{ª~~{¾«~{(O²Y~·»@{4~®{(~hB~O² e/~®h e~®~4}{ e]IÕ H¾ eK JLP!² Mk}
(8) JNe~h² Pô O NNh2² QMk½ÒØeÙh ² RBS¹.Ö TOØ õ !² M¹Ö¾Ë'ØeÙ®ÚX¦'µ·}{" e{+}{¾Y{¨ (Í~® e¬~¬}{ {( {(c³~® e~ U.{~¿:B~³}h{(²8~&»k{ »+#{({:}{q°± e H»+ªh¦ µ·}h{({ Í{·~®{~h e~® eh3}~e{·~¿ e3Á~®«]{{(»+¿}qhh~h hP(¦3µ·}h{ª{({~{ 1 ¾{{~®³}~ eÄ °]}{+Y{(Í(~® eq«cq³~®ª¾Ä}h{Á~~®{®²P~®ª¾P~ Í~³}h{(³É´}~ ¯}{ ehhh¯¾( e{¯ eªe{}{&»+}:}h{ °T~¾}~®¾}{ÄÍ~{ º³~®{&}{q{©¨ ]{{" e{¦3µ·}h{C{{cÁ~® V L{¹ e}{ »k~H}{¶~ª{·k³}{³É{(L¦kµ·}{¾~h~«¿Ä °}h{({ {} k~»k~P}{ e{ eh~ e{ ~'}{Y e{ e {{'{(~~ h e e/}h{Y{(Í(~® eO¦¶µ·}{q~®ªe e}·(~´«Y{4e{ e {0~® }º~®{(:~/~´ Ph({ {(º·(~{+}~®~{ Ä ª²«h·}h{C~®{&]{(.B P~HB{{~®³}~¹}{C ·}~H{&}{ Á~º·»k e.{(¦ ô e{ }{(¯{} ¯( e {q°± eÌ}{ {(ºhª}h{( eºIÕ CWÆ NX² ñ «Y N
(9) J%² S@Z NNP%² M¹Ö¾ËØÙh²xµ8{
(10) Ø ÚX¦.
(11) Æ {({·}{·°± eB~<h{(q ¾ Ph{(h}{+ {{©~® eO²Ð}{+]{(Í~® e ~Ä}{·{(º¿{@~®{ Á~«Y{({(B~ eº{¦@µ·}h· {~¹}~®¹»@{¾}~e{&}h{¯h e~Y³~ {(~h"}{¶~ e·~®{ Á~«Y{({(Ä»+} }{ ~® e3}~®'³~É®{~({+«Y{»@{({~®{(¦ ñ ѳ ¡ ¢Lѳ¥·³¥¿¢£T^ ²©~'»k{+»+{{² {Íh{(¾»+}³} {{©~® e/¾( e{(¾»+}:{(Y{(4 "}{qY{(Í(~® eO¦q½Ãy~ л+¶ "{({ }{ eh°± eB~®({«Y{»@{({}{B»@ : °·}{/Õ O ñ ¶ØeÙÚX¦¬µ·}h{({C(~`«Y{C~º e«]{»k{{(Ç}{ P ~® hPªe~+ e· ®&¦ ~®}{¯ ehh ~{¾ e e«{®~«{¾«©"}{¾{(c {c¦ µ·}{/~h ¶«Y{( © e{°± }{Y ec °3{»< °3}{ eh°± eB~h({4{(~® eÕ µ{Ø G²Yµ8{Ø ®ÚX¦ ñ «{Ê}~®¾~{¶}{{Ä}{C£¥³Ó£¹ÓH¥ ¥³Ñ£X^ |~¶}{{(º{(&}~&hÍ{4«Y{(}~ e «h&{ª ~B+}~H{4~Ä{ ~ C~.~Ä{¿²+(~ ®+«]{¾PÍ{¶C {eFÕ R &Ø HÚX¦ ·ÜºÛ çî©ãPïÒå ð âh ç ·ïÒç µ8{ª ·}{¯ P{( °8ª Í/{ +~ º{ «©. {~h ®°1{PY{( {(c³~® eL²h»+}³} ·~¿B(~{. h+"~ÄY{(Á~L{(c {c²»+}{{¾ eB~L~.{P({h e~L{¾·hÁ~®{( °± ey}{ªe¿e{(|{(.¦´µ·}{C~ ®°·{(ºª¯ ªe~( ehÍ{({}~ 4}h{{( »+3»@ eÉ~. ¢£Ò¥ hª/ ~3{®¦ ô {}h{B( Y e{cy ®°+~/{(~'{()¯~®/e{(º| e {0 ~|{( }~e{"~®ÀhÍ{Y {cÁ~®@ °+~¿°±{(ºhª/~h`c{~hª»+}{(¿°+~À»+¿} }{Ä{0P{( e²O{(ºª"~h ¯~{ ~C( {{( e{h{(¯ °@~: {( {(c³~® eL¦&µ8{ª"~ «]{h e{{0h}~{( e¿:°± ey~'{( q~À}h4É©` °·{ªh ({(Ä {( ®}~e{ c{{(º~cP e{¾~++~® +«Y{¾{/ °{(O¦ ½ eh{(3 ¯{(~3 ({¹}h{¯£¥³Ó£TW¤ YHѳ¥³Ó³Ó²e{(¹~{~{(Ä 4~ {( {(c³~® ey«cB~®{0P{(~ {(c¿"~{(:£¥³Ó£Ò¥q~®.}{¾{(º h e{~{¯( e ~{("»+}.}{¾{P]{{(´ e·(~Á~®{(. e{(¦ S¹~{À e¬}{{(4 °k}{( e ~ O²~e{y¾°± ehÁ~®{(~«] hy}{B e{({ °k}{ {{©~® eO¦ µ8 ~e²8{(ºª4~®{(¬ ¿::}{ Í{(| °¹( e ~® e´h P e¯~ }{C{{{(c¶~q~ª{¶(~+ °8 °»k~{¯}~®+~®«Y{¾ {({(C«cÍh{¾º³~®{¯~³}{(¦ ½: °»¹~®{Ä{ªC»k{q °{(:ªe}«Y{»@{({ LÑ£X^ Y¢ 8£Ò¥³Ó£T¤ ¿¢
(12) Ñ "£Ò¥³Ó£T¤ B~ Ó£X Ñ£ ¢ £¥³Ó£T¤ ,£Ò¥ |£¥³Ó£T¤ ¦Èz|{"»+·{{©}{.»k °¶}{( }{{( }~® ( e{( eh°± eB~h( {&{ª¦ ·Ü çî© ã âæìïãPçæGã âçî µ·}{£¥³Ó£¯¢³-Ñ ,£¥³Ñ£ P¥C{({({(cÄ}h{{((h eÀ ®°}{{© e {(c4|»+}³}À}{{(ºÄy]{º¨ °± e {(O²»+}h{({3}{3( e Y e{(cx eº{ h{({xx~®~¿{(º{(L¦#½Ãx{(«Y{(}h{3{(«Y{(hª °'}{Ä eY e{c¾´ }{(&ºPº{¾ª}{Ä{ªC P{(¯~h¬}h л7¶( e ~®{( »+¿} }{&{{((¦ ñ £¥³Ó£¹¢-Ñ ,£¥³Ñ£ ¥²( eh°± /Õ ½ ô Å&Ø õ Ú^² e ®° ñ {{( ñ .½h{( {(c~® eh{(·{ ±½ µ 0 ñ {( ec{0 ô e {/Y ec °¯( ec e ~* e«{(º~ Ô eh°± eB~h({/Y e©HÔ/ eBË M·Å&.~( ehª| Ŷ]{ O «hh{Ë3 P{(ª ^Å O Ë ¹ e {(h(Á~ {eÕ ½µ+
(13) Ø GÐZÚ Â T½ ñ Ë3-  ½h{( {(c~® eC~({(Y e©· e+c{°T~{(@ µ·}{&{(º{·c{~¹»+}C}{ HÓ£Ò¥ ¡ ! ¥ Y¥³Ó£}~®+k( e ] {(" °x}{¾½ µ ~"¹( ec{² c{~ }~®C(~*«]{/ e«{{( ~* ec {V }{ + £ÓÒ @ £T³ ¢! $9ÓH¥! ¢£X^ "# $%¾}~®~®.«Y{¾ {{(L²{Y{({(²G~+¼©{({$ Ù.
(14) ½h¼©{{¾¨'°± ¹}{¾ e«{(º~ . ®°8}{¾{e{c {({({(.°± e¸}{¾½ µ& ŶhP¼©{{&¨' q( ec eO}{¾{e{c+ «]{&{(c Ä}{¾½ µ& ½ e{(¹ ~~®ªe{¶( {PB{}~®~Y{~®(²~q eP¨^Á~Yº{( (~"«]{&{»k{~ ñ eP¨Ã{( hC{ °8( e ] {(c+h{(+{ T½ µ8Y  ª T ec{0P-  ñ ] «B{( hC{ °# e ] eh{(c·}~®~{&h ( e{({(«©B{(º. z}{(q}{·{(ª¾ ec{3{P»k{+(~h}{· e«{ £¥³Ó£X¤4CÓH ¿¢£T^ ¦#Æ{({+}{+c{°T~{( ~}{4Y e© ®°3 e«{(®~® e.( {y~ eY e¿{¾ }{4(~{¯»+}{({y}{4 ec{ {( h »+}{({¯»@{¾~L}{¾ e«{( ¥¡ ¥
(15) ¥ £¥³Ó£X¤]IÕ E½ U/Ø N Ú^¦ Ŷ{{(º+@{°±{{(C}{{¾~·~£Ò¥³Ó£¹Ñ¢ ÓH¥¶~"~B£¥³Ó£1Ó P£¥&¹~{· °{(+(~{¹}~ k{~}{ ( eh°± ~({q{(¼©{( {(c¦"µ·}{{({(y«]{}~e{(~( eªe¿/ .}{q{4¿{q}~®y¾ e«P³~{( °± e¸~Y{(Í(~® e ek{°±{{({&ºPº{¦'µ·}{&~®~L«Y{(}~ ¹ °}{¶½ µ @( e ~{("~ªe~º }{]{ {(¬«]{}~ eyY{((¿Í{(|}{B{°±{{(h({ºPº{ e¯¬}{Y{((¿Í~ .»+}³}}{ ( eh°± ~({&{(~® eCº+«]{¾³}{³É{(:~®ªc~h¦ ½ eh{(3 ¾{{(¹ P¨ eh°± eB~h({²c e {+~h eh1q}{·{(@~®{(²P @~®{©{+{(ºk(~{ +~ (Á~ {(C»+¿}" e{¾ °}{&°± e H»+hª4e{(IÕ R &Ø ²KE½ U/Ø N®Ú {~C}~®"}{¬½ µÊ {(. .( eP°± e }{:Y{(Í(~® eO¦ ñ ( eªÇ Ç}{ ( eP°± e~{.{(~® eO²7~ R ñ ½ E {(B~®ªe{ {(~³}Èh °}{"{{ ¬»+}h e ehh·}~® P{+ +( {Y e" ~cC ehh+ °8}{¾]{(Í~® eO¦
(16) Ç {~&}~®&}h{ {(¼©{({B°± eÊ}{q¿~8º³~®{ e{(] eh¯ .~c{(~ e´{¨ ¼©{({ ®°@}{qY{((¿Í~ ~®:¾~({(P{(«c´}{Ä{¯] { ~h eB~ eO¦4µ·}&¶}{ {¿4}~®4{(yh4}~ 4}h{½ µ=y( eP°± e~cy 4]{(Í~® eÀ y .}{B{(]{e{ ~Y{(³}{(³É®{(´«c}h{¾{(º(~{¯~{O¦ ({(c·{P{(h({¶°± e}{ {(º¹ {}{(·Ë ñ ôô è {~@}~®@}{{¶¹h e R ñ ½ E'¦µ·}h{«Y{(}~ ¯(²} H»k{e{(²3~C®~¬ {¦½Ãy(~|«Y{²8~ ²~"«]{}~P e&}~ y¾ ³~É®{(/~®(( c¶«Y{(~®{ ®°1}{¾°T~}~®}{¯{(º¶(~ «Y{4{P}~®e{®²]°± e{h~ {¦·½Ã »¹~®~q( h°± e hª e{®²«h" ®·°±Í]}{¾{¼©{( {(c+ °}{&{(hY e{Õ×Ö¾hÁØeÙ®ÚX¦ ñ ª{({¶{(º ~®³}¿{({¾( eh°± Õ ½ ô Å&Ø õ Úx·{(h{(.}{&ͪe{ õ ¦ S@{({(}ªe{{(4~³}¿{h{y}~® {((«]{ }h{4ªe{{(~#~® e~³}´~}{yªe{({~x{» °1~{(ªq{© e {(c(²"~®({ Õ ½ ô Å&Ø õ Úx{Í{°± eh·«~&{(º~³}¿{h{( "!$#&%('*)
(17) +-,-.0/213#5467.8+9#:.7;<19+ ¨'»+}h{({¾}h{¾{(º{(~h.}{¾½ µ ~®{&c{(ªe~®{. eªe{}{(Â =>6?,-.71-6A@:;B.8+3CD)
(18) +-,-.E/13#-4F67.G+9#H.A;<13+ ¨#»+}{{}{{(º{·~hB½ µ~®{ {0{(~G y{~³} ®}{(Â JIK!$!L1CM6?NO%P.8+&CQ)
(19) +-,5./13#-4F67.8+R#H.7;<19+ ¨Ä½ µÊ~®È{{({(~~®{O¦ µ·}{V(~V«Y{/{(¿ ( eh{({(} H»k{e{( S2+-TU!(.8+V)B+H,5.W/213#5467.8+9#:.7;<19+ ¨¶}{{{q~`½ µ ~{{{(~k ´{(~³}Ç }h{(Ä~hÀ}{ {{+~.«]{¾{( {( eh{({(/ Ä}{¾½ µ «cC{(~+ °#~Ä{»@ eÉG . X.
(20) #ªe{ õ 3µ·}{@H¾{{(¾µ{( ñ ³}¿{({ ·Ü ¬á'å é³á3âÞêä'å æ]ç ãPçî©ãPïÒå ð ½`~({B}{({4~3]{({({«]{»k{{(Ç}{B( eh°± ~({{(ºq~`º{ ®~~® eO¦.µ·}{ ªe c~(~«Y{4{~®¿"( eP°±{O¦&µ·}{4h3]{({({4«]{»k{{(´}{Ê{}h{{(c¿{(+}{/{°±{(¦&Ŷ{ °+}{ {ªc~ e¿}{C( {{( ®°}{]{(Í~® eÀ»+}{ }{C }{(4 e{C{(º³~«h}{(y}{ {(~® e °#( eP°± e~{&«]{»k{{(~®{( {(c³~ ~.·Y{(Í(~® eO¦1µ B~ { ñ ѳ ¡ ¢Lѳ¥·£Ò¥³Ó£33{B ¾³}{³É }~®'}{+{0P{(~G«]{}~ e' °O~¯ªe¿e{{( {(c³~ °#~qº{ ·{(¼©¿®~{©· q¹°± ~L]{(Í~® eO ñ ¢ c¢£X^ /·{( q³}{(³ÉC}~®·}{&°± eB~®LY{(Í(~® e"{(¿°+ eª~®( eº{(c( ½Ã°G~°± eB~®eY{(Í(~® ey}~1~+{(ªey{( e²e~°T~®}P°±c {{c³~® e¶ ®°}~ 8]{(¿Í~® ey} h¢ Ó³Ó ~( eP°± e~{{(º¾°~h¬ °'¿&( ec~¶}{Ä~®{{ e(¦ ñ ( eP°± e~{{(º¾} °T~] e°{( {(c³~ ~"]{(Í~® eCV L{(¦Å¶C}{& ®}{·h{²~Ä( {C®~~ °3~ĺ{( } e/~¿»¹~{{~~q{(ªe.{( e¦ ñ ( h°± e~{&{(ºªq ({ (~.«]{&{»k{ ~·}{¾ e{&h{({(c{C}{&ͪe{ ¦ R. . . #ªe{ 3µ·}{¯( eh°± ~({¶{(ºhª h ({( Æ{({}{Ä{( {(c³~ . {»k{~®¾~«Á~³É.«Y H»+}:~BÍ¿{{¾ °hh¶~´ ehh(¦ µ·}{+ e¯]{· ®°]c{(~ eh#»k{+(~q}~e{·»+}Ä3# ¾ Ð{·8»+}q{(¼©{(h({( °]hh3ªe~ ~ B e«h{(ºe{4}{¯{(ª ehh(¦ ñ {({( °1h{¼©{({(²"}(~{®²Y}~®{/ {P{(({B}h{ ® ( e' {( {(c³~® e:4~®{|}h¯( ec{0 ~Çѳ 0¡ ¢Lѳ¥ £Ò¥³Ó£Ó P£¥¦µ·}{ {(º¯¶~h{(¿e{¬°± eÊ}{Ä{°±{({({ Y{(Í(~® e´«c:~C{³}~~# ({{®¦Äµ·}{({B~®{ »k B~®¹h e«{( ¹ q«Y{¯ e{( R#hª~ªe{{(~¿.~~®«{®²]{ {©¶ ({{y°± e ªe{{(~®ª eh°± eB~h({y{(º¾¿{ ªe{(.~. {{c³~® eO R. G.
(21) #hª~ {} PC°± e+~®ª}{&{({¶ ~qªq {{c³~® eO µ·}{"{( e e«h{()B~| eÉ {4}~ ¿Ä²@«hhÄ}{"½ µ ªe}cÄ«Y{.~:ª{~H{(q eq~ ( e ] {(c eh{(È«©Ç ®}{ ~e{( : e{ y»+} c{(º°T~({ ¬}{({~e{((¦Èz{"~ {°±{y /}~¯}{B{(«Y{(h{(À{Äh e«{(IÕ E½ U/Ø N ÚX¦ ñ h }{4 e«{(!¯}~®y}{ {{q~ }{y½ µ ~/«]{y}cP(~¿"{(~~®{(/°± e {~³}/ }{(²L~»@{~» }h{~{4 °'{( {¾{ª ~³}¿{h{¦·µ·}h (~{¯º~®{..}{yͪe{yÙh¦¹z{yh{({(c&.}+ͪe{¯}{y~x(~{ °'~B{»k É/~e{( °'~Bh P e ±}h{4½ µ +}~® +{{´ He{(¶~B{»@ eÉY¦ µ·}{( h(~® e ³}~{k«Y{»@{({Ç}{{(º{(4~|}{B½ µ=y~.º~' eh{»+}¯}h{~~( h(~® e: e{«c{(~ °~´~~®8}c~8³}~h{(#}~®¶ e ~®{((²Y e °3}{¯{®²]{( »+}C}{¾½ µ&¦ . R. #ªeh{&Ù3µ·}h{yªe{{(~( h°± e~{& «{ ñ }{(h e«{(!}{{y}~®4}{B{{(Ä ªe}c¯ Ä«Y{~®«{ ¿|h~`{{e{ ehhh·°± e}h{¯½ µ "~q( {{({~«{B~®{(¦ ·Ü å æGãhïÒá'å ä'ë çîcãhïÒå𠽬}{{(~¿´«Y{(ªehªe&( eP°± e~{q{(ºhª«Y{((~{ ~¬{q»+}{}h{B~hº~ e °@}{ ͺyh«~®~C{»@ eÉ©¯}~: C{{ {}{ ~{(¼©~®: °@( e {(Á~{(¼© {(c¾}~®&»k~ { e´}{(¶{»@ eɦqµ·}{q e«h{( »¹~®¾ e{°}{q eh°± eB~h({ °}h{Ä{(¼©h{©¾ }{ {»@ eÉ~~/»+} eh }~ªC~®(({¶ B}{4 eh{³~ºe²Yc{~®#{³~ °3}{y{(¼©{c¦ ñ }~®· { }{&Í~®{( h¹ «C{ ]{({&{(º {(+}~C»@ B~Bªe c~$ µ8 ¾{³~®«}Ä}~ ~q {{©~® e4{~ {(3~P}{·°± eh3 °]}{· eªe~Y{((¿Í~ O µ8 B{(~«}}~®¶~{( {(c³~ .(~´ e]{¿{Òò{&{ {( eh¶hh¶~»k~/}~® · e{(c+»+}C}{¾ eªe~®LY{(Í(~® eO µ·}{({~®{«~®(~¿"»k "]{¯ ®°°T~®¶{{({(¬«c {} Ph&«~{: e:½ eÅ R ô U(¦ ñ ´ ehh °T~¯ (¯»+}{(`~"~¿ eh ({~{0hY{({ hPy°± ey~ªe{|h(¦ ñ ~º°±{( °T~k P(¹»+}{(~4~ e{~e{¹}{&{( {(c³~ "~C e{(·~®{ »+}C{(]{+ }{¾Y{(Í(~® e 0¦ ½ ÕÏË8~eØ ®Ú ~¬°T~h {(+{Í{~~{ ¾²k»+}{({ B~{°±{{({½ Å R ô U ±}~®¾ °k}{qY{(Í(~® e. ² ²x~®{´}{&¢ £ ¡ ¢²¶}{q{4 ®°¹~9 TY e«h/°T~®P R. . . .
(22) . . . . .
(23) {{©~® e"½ eÅ R ô U{Í{(: He{ }{4~ {4h ~h}~«Y{ó~ }{4{°±{({({ÄB~®³}{®² ~ V#~( eh°± ~({'{(Á~ O¦x½Ã°}{{°±{({({¹½ eÅ R ô U #~+{{(º3~~³}{ »+}"~®{(² ¾'~¾{ °~h{{ ¹½ eÅ R ô U' He {('}h{~ {h~®}~®«]{~ »+¿} ~® eº º³~®{(¶~® ê+}{y~{¾{(¼©®~{({y{(~® e }{(.}{¾°T~¿ {( }h{Á~(~. ¿¢
(24) Ñ V {(X²3^¦×{¦`}h{ eh{"}~®q e{(Y eh ¬}{C°± e~k{ª¦ ñ ( e {{ {(ºÄh{µ ô »+}À{Y{(Ä /}h{°T~¿ Ph{( ¸4~Í¿{{ °·Í¿{ Pq{(¼©{({B °}h{C{°±{{({.½ eÅ R ô U ³}}~®Ä°± Ä~c R ô U ²° }{( }{{&{P+~®.hk{¼h{( {
(25) `h³}"}~® ~® ê {&3 ]{({(c+ ehh·{(¼©{(h({(
(26) kFÕ Ex½ UØ N®ÚX¦ ·Ü kãâ æYã âhä'ë çîcãPïºåð ½.}k{(º»@{y~{& ®+( e{ª ~cC~®~q~~ {{(¹®~{(¦3½{~O²}{¾{( }~·· eC}{ ( ec eY{ °O}h{¶ ® ( eX¦#µª¯ h He{ }~®}{ c{~Gºhh{¶ °~¯( e Y e{(ck {(¼©®~{(c'»+}q}{Y{((¿Í~ {+'ªe{(h{(~®4 ] «{k~'}{+©«Y{(' °]{(º' ¯B~®{·~ «]{ÄhÍ¿{¦¾½Ã¾ e´«Y{Ä{({(~º´ C e«h{(ºe{ ~#{({´~®({(¶»+}~®¾²O{P({h¾°± e }{Ä ¿Á~Oº{²LY e«{¶~ÄÍ{y (²ò{(~ ~«{²Y~ ec °# {¦k½~®({&»@{4}~e{ qB~®É{¾ e {&h°ª~ h e(ÕÏÆ eÁØ õ ² E½ U/Ø N Ú õ ¦+µ·}{C½ µ¸ P{4~{{( h Í{Bº³~®{CB~³}h{B»+¿}Ç~É© H»+ÇB~Ðh!©«Y{( °1º³~®{( ~»+¿}/~É© H»+hh ~/ hP P(~«~¦Å¶}{(º»+{y»@{4( ( eº ~ÀB~®³}{»+}³}»k *~®.~Àªe{(*{"{(¼©{(h({|«cȪ~CB~®© ~®{.~}{{ ~{"~ eÄ}{{(¼©{({®¦ µ·}{~®({"Ç}h{/¿{~®{Cq | e{(q}~®q}{ {{c³~® e}~+ q {&~®{}~C}h{¯]{(¿Í~® eOÕ M ñ
(27) Ø G ÚX P¦+µ·}{¾Y{(Í(~® e"½ eÅ R ô U!· eªe¿ e{{O²Y Ä}~ ~®Lº³~®{(+~®«Y{&P¿{(L Ùh¦+µ·}{ Y{((¿Í~ ¬½ ? Å R ô U & 3 ({(L¦Ä½Ã°¹ ¾}{({B~{ ~ªe } }~®¯~]{°± e (~® eݱ e+~qªe{(.~h eB~ eO ½~h eC q}{{y eY{(º{(+»k{y~c Ph({¯ }{. eh{(+ B~~®ªe{&3 ]{({(c e«h{( }~®+(~~Y{~¦Å&h{¯ ®°8}{( e"«Y{qÕÏÆ eÁØ õ "Ú X ¦
(28) @ W¡ !¥£Ò¥L¥³Ó³Ó¯¢ Ó³Ó P¡WY£T^ y¨k½/{(~³}º³~®{y}h{4½ µè~´~®(({h&~®/{(Y e ~®hh «Y e°± e }{Ä eh{{º{(Êe ~«hÁ~º]Â~C©8{Y e{qX¦Ï{®¦~B~ e«~®³É/ }{¾~{&º³~®{¾+~®~C{(] {®Â ½FÕ Ex½ UØ N®ÚX²}{¯~h e~]~ h e~{&ªe eh]{/~( ehªq Ä}{&°± e H»+ª4~®{(ªe e{$ 0¡Ä£ , - /£ ,¥³ÓH¥³Ó4~®{y{~®ªe{(}~®( ©~~~{{ h{({(/ e"«Y{y{(º{(»+¿} ~ { ±Íh{ q©4«]{B °&~c~® e T~®~ {{(q~®{- ¦*z{/(~È e{( º³~h({(~+«Y{(ªq{(¼©®~{(c·»+}"{(ªe~C q{ª²~( eªÄ Ä}h·({( eO 0¥ ¥! ¥LÑ , - /£ ,¥³ÓH¥³Ó~ H» ~®h{¯}~® ~]{(¿Í~® e~®{¯}~®~®³~~«{ ! «cB{e{~L3 ]{({(c·~®}¹{(~³}~ªe{.B}h{¶ {{c³~® eq{{("°~ }{(¹~®} ·³} {(L ñ }{(+ªe eªÄ({(~·{({(c ¬IÕ E½ U/Ø N Ú}~®+·( ehh{({/~®~Ä{(¼©{( {(c¬Õׯ eØ õ "Ú ¥^¤ ¿¢0£ , £ ,¥³ÓH¥³Ó~ лà4 ÍhÀ~|h]{«Y eÀ H{(y}{©«Y{(y °·º³~®{( °k}{ {{c³~® eO . . . . . . . . . . . . . . . J. . . . . . . .
(29) ý °»k{&~®{ ( ehh{(k e{ h°ª²e{( {(c³~ºB{(¼©{( {(c(²h}{ ½ µ (~C}~e{¾~® }h{( }{({4h eY{(º{(¦+µ·}{~{y ece{{©¶«h¶h {{(c~^²Y} H»k{e{(²~~x}{. °hª }{&³~®É °8( h°± e~{¶{ª GP ¦ G£Ã¢£ cÓ Y- ¥£ .¨+z}h{(~"º³~®¾{~ªe{q&{(({{(O²}h{ ½ µà{(Y eh¾»+¿}¬~: ehh {~ªe{&}~ +¼©{C{(cÍ{¹}{¾(h{c º³~®{¦'µ·}{¾½ µ P{+ ³}~ª{¯º³~®{ h¦ ¥³ÓH¥£ Y- ¥£ ¨#z}h{("~4{({· {(~ªe{k{({({(O²P}{½ µ{Y e¹«cB~®Éªy~y~ ¨ e 4~¯É© H»+¿~hº³~®{²{]{{©k °O¿({©@~®{®¦3µ·}{ ½ µV{{( ®k Ph({ ~" ehh JP ¦ O¥P£ Y- ¥£ ¶¨Lz}h{(q~ {3 {(~ªe{k{({(¿e{(qy}h{¹¿~eº{(7~®{®²}{k½ µ`{Y e «cB~É©ª~y~¿ e }{¶º³~®{ }~®·@Y{(Í{.C~4~®~ {{(¹ °}~®k{~®ªe{¦'µ·}{ ½ µ {({/ +h ({¯~. ehh( ·Ü ´ì ç äîïÒæ ÞêçLãPì á·í H¾¿e{("~~³}{»+¿}"~}{{¾ ]{{(k}{¶ eh°± eB~h({ {(¹~"«Y{¶]{°± e{C~¹h{({(c{ C}{&°± e H»+hª~ªe e¿} . .
(30)
(31) . õ¦ P¦ hÙ ¦ X ¦. !
(32) "#$#&%'( ). *,+.-0/213154+66$78.1 9;:<+>=87?,/A@B7 +?A6C+EDF/G6H@/@H97I/.?,JK/.?L7M?.4.N@O6$7 P?,/.1EQSRT49,-)DU+.-V=W@SXA9YDU+11 +(Z[7?AP\@SX.-)9]9 6@H9,4A6]^. _6`9@SXA9;acbSdSbAeC=f9]66`/,P9C@H+L8,-c7?APg@SXA9ghi_jk@H+Y@SXA9;7M?7 @B7l/.1&6@/@H9ER
Documents relatifs
To test whether the vesicular pool of Atat1 promotes the acetyl- ation of -tubulin in MTs, we isolated subcellular fractions from newborn mouse cortices and then assessed
Néanmoins, la dualité des acides (Lewis et Bronsted) est un système dispendieux, dont le recyclage est une opération complexe et par conséquent difficilement applicable à
Cette mutation familiale du gène MME est une substitution d’une base guanine par une base adenine sur le chromosome 3q25.2, ce qui induit un remplacement d’un acide aminé cystéine
En ouvrant cette page avec Netscape composer, vous verrez que le cadre prévu pour accueillir le panoramique a une taille déterminée, choisie par les concepteurs des hyperpaysages
Chaque séance durera deux heures, mais dans la seconde, seule la première heure sera consacrée à l'expérimentation décrite ici ; durant la seconde, les élèves travailleront sur
A time-varying respiratory elastance model is developed with a negative elastic component (E demand ), to describe the driving pressure generated during a patient initiated
The aim of this study was to assess, in three experimental fields representative of the various topoclimatological zones of Luxembourg, the impact of timing of fungicide
Attention to a relation ontology [...] refocuses security discourses to better reflect and appreciate three forms of interconnection that are not sufficiently attended to