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Chemical Shift Imaging (CSI) by precise object displacement

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(1)Chemical Shift Imaging (CSI) by precise object displacement Sebastien Leclerc, Gregory Trausch, Benoit Cordier, Denis Grandclaude, Alain Retournard, Jacques Fraissard, Daniel Canet. To cite this version: Sebastien Leclerc, Gregory Trausch, Benoit Cordier, Denis Grandclaude, Alain Retournard, et al.. Chemical Shift Imaging (CSI) by precise object displacement. Magnetic Resonance in Chemistry, Wiley, 2006, 44 (3), pp.311-317. �10.1002/mrc.1757�. �hal-00124995�. HAL Id: hal-00124995 https://hal.archives-ouvertes.fr/hal-00124995 Submitted on 17 Jan 2007. 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..

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(11)  L i;n+\3Rô é OžL V v;\ L øUR"XÃS*k æ n K V RV5i+R"X*R]\wT O R"vþS*k O psR L X O R]\ N T["RÒv+R€V3[]\ L S{R"vþS{R K j;ÿ T"Xsv TþV3R]\ L R€V j N i+R"T]\V ì NlL i;n+\3R ö;ïÿ p L ["p O \3T]X+V N jU\3ç¹\3j O T OWL j*X L X O jÃT O \3T]X+V K T OL j*Xƒçƒj OWL j*XƒT æ*æ+KML R"v O jÃT}XƒR]X*v K R;VVV []\3R=ÿ   L i;n+\3Rö m¼p*R æ \3j;S K R"ç j*X*R L V N T"["R"v O j L V O p*T O)O psRþø+R]\ OL [ÂT K v L V æK T["R"ç—R"X OL VZXsj O T"[Â[=n+\3T O R R]X*j;n+i*p²v€n{R O j R]\\ j*\V÷T]\ L V L X;i N \3jUç O p*R R K R"[ O \3j*çƒT]i+X*R O L [ R"X;ø L \ j*X*çƒR"X O  |ÒV÷T ["j*XV3R€n R"X*[ÂR"f O p*R ø+R}\ OL ["T K v L V æ+K T€[ÂR1ç—R"X O p*T€V O jþSURZ["j*X O \j KMK R"vþS*k T1X L X+v*R æ R"X*v*R"X O j æOWL ["T K Vk>V O R"ç»ÿƒp L ["p—T[ O VT€VT N R"R"v*òlS+TÂ[1ë N j*\["j*\\3R"[ OWL X;i O psR T"[ O n{T K çƒj OL jUX j N5O psRÃR"X*v K R€VoVÒV3["\3Roÿ  rtT€V L ["T KPK ksf¼TsV O p*R—j æ;OWL ["T K R"X*[Âjv*R]\ L Vj N O p*R L Xs[]\3R"ç—R"X O T K%O k æ R"f LdOtæ \j+v€n{["R€V T æ n K V3R.R"T"["p OL ç—R LdO v*R O R"[ O VÒTùñ µç v L V æ+K T"["R"ç—R1X O  m¼p€n V T v L V æ+K T€[ÂR1ç—R"X O S*kJñ}õ*õ µç»ÿHj;n K v L ç æ+K kJñ}õ*õ æ n K V R€V  m%psRR K R[ O \ j*X L [Zv*R]ø L ["R›["j;n+X O V O psRzXn>çÒS{R]\j N æ n K V R€V.T"X*v T"[ O L øUT O R€V O p*R V O R æ*æ R]\ çƒj O j*\þn+X OWL@KO psR V3R ObOWL Xqi øUT K n{R L VÃ\wR"T"["p+R"v  éX æ \3T"[ O L [R"f O p L V v*R"v L ["T O RÂvR K RÂ[ O \3j*X L [v*R]ø L ["R L V.["j*X*X*R[ O R"v O j O psR ç—T L X ["jç æ n O R]\  "? £ O psR]\X*R O T]X*v Tç L []\3j+ò ["j*X O \ j KMK R]\  m¼p*R K jUi L ["T K çƒjv€n K R L VùR€VoVwR"X O L T KPK k÷ç—T"v*R j N T NL R K v æ \3j*i*\3T"çþç—T]S K Ri+T O RT]\\3T"k ì Nbæ i+T]ï 

(12) ÿHp L ["p T[ OWL ø{T O R€V T KMKþK jUi L [€T KƒKPL X+R€V²XsR"["R;VV T}\wk O j O p*R ["j*X O \ j K j NƒO p*R VwT1ç æ+K R æ j‘V L`OL j*X ì æ n K V3R;V N j*\ O p*RƒV O R æ*æ R]\çƒj O jU\ f>j æ€OWL [ÂT K R"X+["j+v*R]\ æ n K V RÒ["j;n+X O R}\3f K@L ç LdO Vÿ LdO []pV L i+X*T K V3f R]\wjûVwR OPOWL X;i j N%O psRþj æ;OWL ["T K R1Xs["j+v*R]\ï  é O []j*çƒçÒn>X L ["T O RV5ÿ LdO p O p*RÃçƒT L X[Âjç æ n O R]\ O j O \ L i*i+R]\ O p*Rƒv L V æ+K T"["R"ç—R"X O T æ*æ T]\wT O n VT]Xsv O j æ \j;ø L v*R O p*RZV O T O n Vžj N‘O p L Vv*Roø L [R  | KPK R  æ R}\ L ç—R"X O V æ \3R€VwR"X O R"v²p*R]\3R.["j*X*["R}\X æ \3j O j*X FHGJI ìT O ô+õ*õ G ÂïÒT]XsvûÿHR]\3R æ R]\ N j*\çƒR"vJT O T"çÒS L R"X O O R"ç æ R}\3T O n+\3R ÿ L`O p T¹p*j+çƒR"òç—T"v*R [ÂjUX+V3j K Rìlp*T]\wv€ÿƒT]\wR T]Xsv Vwj NPO ÿƒT}\3R]ï j æ R]\3T O R"v L X ["j*Xoüln{X*[ O L j*XHÿ LdO p—Tÿ L v*R"òlSUjU\3R   N jU\3v   mçHT]iXsR O ì3V3R"R NlL i;n+\3Rô*ï  m¼p*R æ \ jsSUR L V5R€n Lxæ*æ RÂvHÿ LdO p TZV3TÂv*v K R[Âj LMK j N  çƒçv L T"ç—R O R]\T]Xsv Ãçƒç psR L i+p O  |ƒV O psRþV æ T OWL T K \wR€V3j K n OL j*X L Vi+jsøUR]\X+R"vþS*k O p*RƒV æ T O L T K V3R K R"[ O L ø L`O k j N O p*R\ NNWL R K v*f LdOL V L ç æ j*\ O T]X O O j ë*X*j;ÿ O p*RÒr  æ \3j NlLDK R T K j+X;i O psRþø+R]\ O L ["T K v L \3R"[ O L j*X  é OL Vtv*R O R]\3ç L X+R"vúS*k\ln{X*X L X*i O p*R R  æ R]\ L ç—R"X O v*R€Vw[]\ L S{RÂvT]S+j;ø+RÃì TúV L X*i K R æ n K V RÃR  æ R]\ L çÃR"X ON j*\RÂT"[]pVwT1ç æ+K R æ j>V LdOL jUXqï)ÿ LdO p TQUp L i{R"ç LO n*S{R   ["j*X O T L X L X*i Tþv;\wj æ j N ÿHT O R]\Vwj O p*T O¼O psR KML €n L v O p L []ë+X*R;VV L V¨TÂSUjsn O ñoçƒç  m¼p L VR  æ R]\ L ç—R"X O k L R K v>V á.

(13) ÿ *p T O ÿƒR²["T KDK)O p*R€V L i+X+T K)æ \wj NlLDK Rÿƒp L [1p L V X*j O R  T"[ O K k O psR]r  æ \3j NlLDK RJTsV—R  æK T L X+R"v X*j;ÿ å æ \3j;ø L v*R"v O p*T O¼O psR æ n K V3Rƒv€n+\3T OWL jUX τ L V›V3çÃT KDK R}\j*\¨R"€n+T K>O j O p*T O []j;\ \3R€V æ j*X*v L X;i O j O p*R π   æ n K V3R N j*\ O p*RÃ\3R]i L jUX²j N ç—T  L çÒn{ç \ NNL R K v T"ç æ+KPL`O n{v*R"fžÿHR ["T]X.ÿÒ\ LdO R O psRúV L iXsT K T"ç æKMLdO n{v*R T O TÃi L øUR€X K j+["T O L j*X  T€V

(14)  ÿÒpsR]\3R L V¨T N T"[ O j*\ L X*v*R æ R"Xsv*R1X O j N  T]Xsv ³þO p*R NWKPLMæ T"X;i K RÒì  = γ    τ ï  éX

(15)  f O p*R N T[ O jU\ ³ T]\ L V3R;V N \3j+ç O p*R V L iXsT K \3R"[R æ;OWL ø LdO kÿ p L ["psf/S*kø L \ O n{Rƒj NO psRþ\3RÂ[ LMæ \3j+[ LdO k æ \ L X*[ LMæK R"f L V æ \3j æ j;\ OWL jUXsT K+O j     T"[]p—v*T O T æ j L X O k L R K v‘VTø+T K n R N j*\ ³ T]Xsv O psR æ+K j O j N>³ ø+R]\VWn V æ \3j;ø L v*R€V O psRÃ\3R"€n L \3R"v æ \3j NWL@K R  éX æ \wT"[ O L ["RþÿHR ["T"Xún V3R O psR"X*T O n+\wT K  æ \3j NWLMK R j N5O p*RÃ\ N ["j LMK j*\›T æ \3j NlLMK Rj;S O T L X*R"vZS*k V KDL [ÂRZV R K R"[ OL j*X æ \3j+["R"v€n+\wR€VT€Vv*R"V3[}\ L SUR"v L XƒT æ \3R]ø L j;n VÿHjU\ ë!  |ƒV—T NL \oV O çƒj+v*R K Vk{V O R"çƒf ÿþR [ÂjUX+V L v+R]\3RÂv T FÒGùI O n*S+R²["j*X O T L X L Xqi O ÿHj X*j*X*òlç L V [ L S K R KDL €n L vV ìîÿHT O R]\žT]X*v O j K n{R"X*R}ï   L i;n+\3R  |ƒV O p*R€VwR O ÿƒj KML €n L vV›p*T]øUR øUR]\kJv LMNN R]\3R"X O VWn+\ N T["R O R]X+V L jUX>VwfT çƒR"X L V [=n V N jU\3çÃVzT OO p*R L X O R]\ N T"[R S+R O ÿƒR"R"X O p*R O ÿ j KML €n L v>V   X O p*R›çƒT æ j N¼NlL i;n+\3R +fUÿ p L ["p L VTÒV L ç æ+K R›["j*X O j;n*\ æ*K j O j N O p*RÒV æ R"[ O \3T ["j*\l\wR€V æ j*X*v L X;i O j O p*RÒVln{["[ÂRsV V L ø{RþV3T"ç æK R›v L V æ+K T"["R"ç R]X O V3f>j*X*R›["T"X V R"R O p*T O4O j K n{R"X*RÒT"X*vÒÿƒT O R]\5T}\3R æ \3R€VwR]X O V L çÒn KdO T"X*R"j;n V K k L X.T j*X+RtÿHp L ["p L V  ç—ç p L i+p*f*ÿƒp*R]\wR"T;V O psRÒçÃR"X L V3[onV L V T]S+j;n O ñ " çÃç p L ip  m¼p L V L V¨[ K R"T]\ K k v€n{R O j O psRZÿ L v O p.j N%O psRþR  [ L`O T OWL jUX æ \3j NWLPK R"fT}X*v.["jsn K vÃS{R L ç æ \3j;ø+R"vÃS*k O p*R \3R"[ÂjUX+V O \ln{[ OWL j*XƒT K i+j*\ LdO p*ç÷ìîÿƒp L ["pZÿƒT;VX*j O ksR O¼L ç æK R"ç—R"X O R"vƒT O O p*R OWL ç—Rj N>O p L V NWL \V O R  æ R]\ L ç—R"X O ï  Q+R=ø+R}\3T K5L X O R]\3R;V OWL Xqi æ p*R"X*j+çƒR"X*T.["T"X X+R]øUR]\ O p*R K R€V VZS+R.j;S>V3R}\wøUR"v åNL \V O K ksf L`O [ÂT1X²S+RV3R"R"X O p+T O)O psR \3R€VwjUXsT]X+["R N \wR"€n{R"X*[ L RsVzj N5O p*R O j K n{R"XsR æ R"T}ë>VÒì T1Xsv O jT K R;VV3R}\ÒR  O R}X O f O p*j>V3R j N ÿHT O R]\ ï L X*[}\3R"T€V R ìÍV p LPNPO¼O j O p*R K R NPO ïÿ p*R"X.j*X*RÒçƒjUøUR€V O j;ÿHT]\3vV O psR K jsÿHR]\ æ T}\ O j NO p*RþVwT"ç æ+K R  mp L V æ p*R"X*j+çƒR"X*j*X L V v€n{R O jT}X L X O R}\ÍXsT K V O T OWL [ƒç—T]iX+R OWL [ NlL R K v.T]\ L V L X*i N \wjUç O p*RÃv LMNN R]\3R"X*["R L Xç—T]i+X*R OL [ Vln V ["R æ;OL S LMKPLdO k S+R O ÿƒR"R"X O p*R²i K T;V V j NZO p*R SUj ODO j*ç j NZO p*R O n*S+RJT1X+v O p*R O j K n‘R1XsR  m¼p L V L X O R]\XsT K›NL R K v L V L X O p*R j æ*æ j>V LdO R.v L \3R"[ O L j*X O j O psR NWL R K vr

(16) j N)O p*R.çƒT]i+X*R O L qT OWL j*XJT1Xsv L X*[]\3RÂTsVwR€V T;VÒj*X*R.T æ*æ \3j+T"[]psR€V O p*R S+j OPO jUçj N>O p*R O n*S{R  X*R›["T"XƒT K VwjÃj;S>VwR]\ø+Rj*X O p L Vç T æÒO p*R)ø{T]\ L T OL j*Xƒj N>O psR\3R€V3j*X*T"X+["R N \3R"€n{R"X+["k.

(17) T OO p*R L X O R}\ N TÂ[€RþSUR O ÿHR"R]X O psR O ÿHj KML €n L vV å‘O p L V\wR€Vln KdO V L X²T KPL X+RþS*\wjT"v*R}X L X*i N jU\ O p*RÒÿƒT O R}\ æ R"T]ë T]XsvþR  O \3T æ R"T]ë>V N j*\ O j K n{R1XsRì O p L V L V æ T]\ OWL [=n K T]\ K kþø L V L S K R N j*\ O p*RçƒR O p;k K \wRsVwjUXsT"X*["R]ï   L i;n+\3R " m¼p*R X+R  O Vk+V O R"ç ÿƒp L ["pûÿHT;V L X;ø+R;V OL i+T O R"v L V T æ+L R["Rúj N p L i+pJv*R1X>V L`O k æ j K kUR O p;k K R"X+R ÿ p L [1pJp*T;V S+RÂR1X L X.["j*X O TÂ[ O ÿ LdO p TÒç L  O n+\3R j N Vwj K ø+R"X O V jUX jUXsRZj NL`O VV L v+R  m%psRÒj;S}ü3R"[ O L ø+RÒj NO p*RÒR  æ R]\ L ç—R"X O L V O júV O n{v€k O psR æ R"X+R O \3T OWL j*X—j N R"T["p—["jç æ j*X*R"X O j N/O p*R›ç L  O n+\3R L X O j O p*R æ j K k+ç—R]\   \3jç NWL i;n+\3R " f LdOtL VƒVwR"R"X O p*T O f N j*\ O p L V›["j*X O T"[ O5OWL çÃR ì3V L  ÿ—RÂR]ë>V T O +õ u ï3f5V3j K øUR"X O V O R]Xsv O jTÂ["[=n{çZn K T O R T O5O p*R ["R]X O R]\j N O p*RÒV3T"ç æ+K R  Q+jUç—R›j O p*R]\¼ø+T K n{T]S K R L X N j*\3ç—T OWL jUX—["T"XþSURzi+T L X+R"v N \3j+ç O psRZR  T"ç L X+T O L jUX—j N KPL X+R L X O R1X>V L`OL R€V L XV æ R[ O \3T›jsS O T L X*R"v—T O v LMNN R}\3R"X O psR L i*p O V åULdOL V [ K R"T}\ O psT OL V3j+j[ O T]X*R›v*j+R€VX*j O R]X O R]\ O p L V æ j K k+ç—R]\ L [þç—T O R]\ L T K ÿƒp LPK RƒR O p*T"Xsj K æ R1XsR O \3T O RV5çƒj*\3RÃV K j;ÿ K k ì LdOL V æ \3RV3R"X O jUX K k T OO p*Rƒ["R"X O R]\ j N%O psRýV3T"ç æ+K R}ïT"Xsv æ \3R€VWn>ç—T]S K kûR]ø+T æ j*\3T O R€VçHjU\3Rƒ;n L []ë K k O p*T"X O j K n{R"XsR N \3jç O p*R V L v*RZÿƒp L ["p L V X*j O L Xƒ["j*X O TÂ[ O ÿ LdO p O p*RZV3j K ø+R"X O ç L  O n+\3R  

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(20) . | dK O psjsn+i*p O psRƒv*RÂø L ["RƒT KPK jsÿ—VZVwT"ç æ+K Rƒv L V æ+K T"["R"ç—R"X O VtT€V K jsÿ TV¨jUXsRþç L []\3jçƒR O R]\3f%V O R æ Vj N " õ µç j*\Ãñ}õ*õ µç T]\3Rƒi+R"X*R]\3T KMK k.n4V3R"v  m¼p*R;V3R K T ObO R}\)ø+T K n{RV›T]\3R—T]X;k;ÿ—T]kû["j*XV L v*R]\3T]S K kJV3ç—T KPK R]\ O psT"X O p+R ÿ L v O p—j N O p*R›ìR  æ R]\ L ç—R"X O T KMK k v*R O R]\3ç L X+R"v;ï)V L i+X*T K>æ \ j NlLMK R"fUÿƒp L ["p L Vi+R1XsR]\3T KPK kÃSUR O ÿƒRÂR]X—õ " T"X*v  çÃç  mp*RV æ R"[ O \ln+ç jsS O T L XsR"vù["j*\\3R€V æ jUXsvV O p*R}\3R N jU\3R O j O p*R æ T]\ OWL T K jsøUR]\ K T æ j N V3R]ø{R]\wT KO R]X>Vƒj N R K R"ç—R1X O T]\k V KDL ["R;V.ìîS*k R K R"çÃR"X O T]\lk V KPL [R ÿƒRùçƒR"T"X T V KML [ÂRùj NÒO p L []ë+X+R€VoV.R€n{T KO j O p*R V O R æ j N v L V æ+K T€[ÂR1ç—R"X O ï  m%psRT L ç j NÃO p*R T K i+jU\ LdO p*ç v*R;Vw[]\ L SUR"v S+R K j;ÿ L V O j \wR"["j*XV O \Wn{[ OƒO p*RV æ R"[ O \Wn>ç ["j*\l\wR€V æ j*X*v L X;i O j RÂT"[]p—j N O p*R€VwRZR K R"ç—R1X O T]\k V KPL ["R;V N \3j*ç O p*RÒV æ R"[ O \wTZçƒR"T€VWn+\3R"v N j*\5T KMKO psRHVwT1ç æ+K R æ j>V LdO L j*X>Vì O p*RX€n{çÒS{R]\j N V3T"ç æK R æ j>V LdOL jUX>V L V3fUS*k v+R NlL X LdOL jUXsfR"€n‘T KUO j O psRzXn>çÒS{R]\j N R K R"çÃR"X O T]\k V KML [€RVï  m¼p L V L V5\wR K T O RÂv O j T æ \ j["RÂv€n+\3Rtÿ p L ["pÒÿ—T€V æ \3j æ j‘VwR"výVwjUçHR O L çÃR›T]i+j O j []j*\\3R"[ O v L V O j*\ OWL j*X R NlN R"[ O V L X L çÃT}i+RsV æ \3jv€n{[ÂR"vZS*kƒTZVWn+\ N TÂ["R["j LMK j N T æ T]\ OWL [=n K T]\¼i+RÂjUçƒR O \wk     L i;n+\3Ró à.

(21) YR O XþSUR O p*RZXn>çÒS{R]\j N v L V æK T"[ÂR1ç—R"X O V%j N>O p*RÒV3T"ç æK RT1Xsvþç O psRzXn>çÒS{R]\j N R K R1ç—R"X O T}\wk V K@L [R€V L X T]X÷R  [ LdO T O L j*X æ \3j NWLPK R ì N j*\ùR  T1ç æ+K R"f LMNúO psR v L V æ+K T"["R"ç—R"X O²L V ñ}õ*õ µç T"X*v O p*R ÿ L v O p j NúO p*R R  [ L`O T OL jUX æ \3j NWLPK R L VƒñÒçƒç f O psR1X.çñ}õ;ï    O j · T]\ R O psRÒXV æ R"[ O \wTÒjsS O T L X*R"v N \3jç Vln{[["R€VoV L ø{R. 3V T"ç æ+K Rv L V æK T"[ÂR1ç—R"X O V    O j 7  T]\3R O psR V æ R"[ O \3T ÿƒR ÿ L V3p O j j;S O T L X T OJO p*RR]X*v j N O p+R \3R"[ÂjUX+V O \ln{[ OWL j*X æ \3j[ÂR€VVwfùR"T"["p j NùO p+R1ç ["j*\\3R€V æ j;X*v L X*i O j T i L øUR"X R K R"çÃR"X O T]\k V KPL ["R  mp*R R  [ L`O T OL jUX æ \3j NWLPK R L V NlL \V O v*R"[ÂjUç æ j>V3RÂv L X O jùç R K R"ç—R1X O T]\kV KDL [ÂR€V3f š ì  ñ O j çÒïÒSUR L X*i O p*R p*R L i+p O j N/O psRÒR  [ LdO T O L j*X æ \3j NWLPK R L X O psRZç L v*v K R›j N O p+R 

(22) V KDL [€R›ì NlL i;n+\3R *ï  |ÒVÿHRþV3psT KDK S+R›vR"T KDL X*i ÿ LdO p T"X L`O R]\3T OWL ø+R æ \3j+["R€VVwf ÿHRV3p+T KMK v*R"X*j O RúS*k    O p*R\3RÂ["jUX>V O \ln{[ O R"vV æ RÂ[ O \ln+ç N j*\ O p*R ? 

(23).   R ["p*j+j‘VwR O j²v*R NWL X+R O psR L X LdO L T K V æ R"[ O \3T T"çƒj;n+X O V O j L v*R1X OLMN ksf+T€VT NlL \V O T æ*æ \j  L ç—T OL jUXsf  O j · ï R K R"ç—R1X O T]\kV KDL [€R T O5O p*R 

(24) LdO R]\wT OWL j*X % " (' ) =  $ # " ! & !.      T€V›ìîÿ p L [€p. ì]ñoï. =. ÿ p LPK R O p*RçƒR"T;Vln+\wR"vÃV æ R"[ O \Wn+ç ) ( ["T]XZSURR  æ \3R€VoVwR"v*f L X—Ti+R]X*R}\3T K ÿƒT]k+f+T€V 0 - =* + 1 / , - 1 ×. , , 4j*\R  "T ç æ+K R"f N j*\¼ç4ö*fsÿHRp*T]øUR å 9 9 9 ; 8 =: 8 × 9 8 +: 7 × 9 7 +: 5 × 9 5 ; 7 =: 7 × 8 +: 5 × 7 +: 6 × 5 23242 =. + −. ìlô*ï. ìö;ï.  \3j*ç "R €n{T OL j*X—ìlô*ïT1Xsv N \3jç O psRZR  æ R]\ L ç—R"X O T K V æ RÂ[ O \Wn+ç=<?>©fUÿHR›["T"X v*R]\ L ø{R"f>T O4O p*R NWL \oV OL`O R]\3T OWL j*X TX*Roÿ V æ RÂ[ O \ln{çA@B>1ìîÿÒp L [1p—V3p*j;n K vÒ\3R æ \3R€V3R"X O T}X L ç æ \3jsøUR"çƒR"X O ÿ L`O pÒ\3R€V æ R"[ O O j O psR æ \3R=ø L j;n Vj*X*R]ï E N (U ) = U GHF O − I K P N Q T S ×M D C R J MQ L L J J L =. + −. ì *ï. 4j*\ O psRR  T"ç æ K R j N R"€n{T O L jUX+Vìö;ï3f;ÿHRj;S O T L X ä.

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(27). −. − . ( ) × . ( ) × . − . . −. ( ) ×  ]. . ì"ï. ( ) ×  ]. . . m¼p*R€VwRR"€n{T O L jUX+V["T"XÒS+Ri+R"X*R}\3T K@L qR"v N jU\ O p*R. LdO R]\3T ObL jX å.  . $. ( )=  . . . ". . −. . " %   + − .  = . ìó;ï.  ! . −. . $ #. ×.   . m¼p*R L`O R]\3T OWL ø+R æ \3j+["R€V Vÿ PL KDK S+R¹V O j æ*æ R"v“ÿ p*R}X O ÿƒj VwR]\ L R;VJj N V æ RÂ[ O \3T["j*\l\3RV æ j*X*v L Xqi O j O ÿ j Vln{[Â["R€VoV L ø{R L`O R]\3T OWL j*X>V ]T X*v T]\3R)ø+R}\wkH[ K j>V3R å + 1 0 2. =. 4 2. 5. 7. + 3. 8 6. *. ')(. −. 4. /. 2. &. 7 3. - .. , +. ì ï. 6. <ε. ÿ *p R]\3R ε L VT O pq\3R€Vpsj K vÒø+T K n{RZV3R O T"["[ÂjU\3v L Xqi O j O p*R æ \wR"[ L V L jXÒ\wR"€n L \3R"v  éX æ \3T"[ OWL ["RÂf¼T KMK [T K [=n K T O L j*XVtT]\3R æ R]\ N jU\3çƒR"v N j*\T KMK%O psR v*T O T æ j L X O Vÿƒp L ["pv*R NWL X+R T V æ "R [ O \ln>ç  m¼p*RÒT"ç æKMLdO n{v+RÒT O4O p*R æ j L X OL X O p*R N \3R€n{R1X+[]k v*j*çÃT L XÃÿ LDKPK>O p€n V5SURÒv*R"X*j O R"v T€V T]Xsv O p*R O RV O ì  ï L V%T"[ O n{T KMK k›ÿÒ\ LdObO R]XHT€V :9. B. <;>= ?. E G CDC F. =. KD H K. =. J. F H. (I. +. F. ) − H (I ) < ε L J. A. @. ìï. m¼p*RT]S+j;ø+RT K i+jU\ LdO p*ç—fþT KdO p*j;n+i*p S+T;V L ["f æ \3j;ø+R"v O j S+Rùn V3R N n K TVùV3p*j;ÿÒX L X O p*R N jU\ O p*["j*ç L X*i R  T1ç æ+K R  éX jU\3v*R}\ O j.[]p*R"[}ë O p L VT K i+jU\ LdO p*ç ÿ LdO p T æ R]\ N R"[ O K k NWK T OL X O R]\ N T"[ÂRÒT"X*vÃS+R"["TonVwRzÿƒRÿƒR]\wRzn+X*T]S K R O j NL X+vùT O ÿHjò æ p*T€VwR Vk>V O R1ç ÿ L`O psjsn O Túç—R"X L V3[=n4V3fÿHR²v*R"[ L v*RÂv O j L ç æ \3R]i+X*T O R T æL R"[ÂRj N X*T O n+\3T K \ln*S*SUR]\ÿ LdO p O j K n{R"X*RÂf O j æ*K T["R LdO T O5O psRþS+j OPO j*ç j N T " çƒç v L T1ç—R O R}\ O n*S+R T]Xsv O j æ n O5O p L V O n*S+R L X>V L v*RþT"Xsj O psR]\ NlK T O òîSUj OPO jUçƒRÂv O n*SURÒ["j*X O T L X L X*i ÿHT O R]\   \3j*ç NL i;n+\3R  f LdO ["T"X NWL \V O S+RÒXsj OWL [ÂR"v O psT O.

(28) O p*RÃ\wR€V3j*X*T"X*[ÂR N \ R"€n{R"X*[]kùV3p LDNPO V›ì L Xj O p*R}\ÿƒj*\3vV3f L X O R]\ X*T K i*\wT"v L R"X O V ï›T]\3R K R;VV æ \wjUXsjsn+Xs["R"v psR]\3R ì NWK T OL X O R]\ N T"["R]ï O psT"X ÿ LdO p¹T"X L X O R}\ N T["R ["jUX>V OWLdO n O R}v¹j N Tç—R"X L V [on V  F j æ \ j["RÂv€n+\3R N j*\V KML [R V3R K R"[ O L j*X.j N¼O p+RÃV3R"[ OL j*XÃÿ—T€V¨T æ*æKDL RÂv*fT"X*vÃÿƒR V L ç æ+K k.\3R æ RÂT O R"v*f N j*\¨v LMNWN R}\3R"X O v L V æ+K T"["R"ç—R"X O V3f4T]X R  æ R]\ L ç—R"X O [ÂjUX+V L V OL Xqi¹j N T π ô æ n K V R N j K@K jsÿ—RÂv S*k V L iXsT K T"["€n L V LdO L j*X  I R"["j*XV O \ln{[ OWL j*XÿƒT;V ["T]\ \ L R"v j;n O j*X O p*RS+T;V L V j NƒO p*R R  æ R]\ L ç—R"X O T KMK k“v*R O R]\ ç L X+R"v¹V L iXsT K æ \3j NWLPK R T"X*v \wR"€n L \3R"v ô  LdO R]\wT OL jUX+V  m%psR\3R€Vln KdO VT}\3R æ \3R€VwR]X O R"v L X NWL i;n+\3R   L i;n+\3R  m¼p*RƒR NlN R"[ O j N \3R"[ÂjUX+V O \ln{[ OWL j*X L V æ T]\ O L [=n K T]\ K k ø L V L S K R å R=ø+R"X L@NO p*R]\3R L VV O L@KDK T j*X*RZÿƒpsR]\3R O p*R O ÿ j V3j K ø{R"X O V—j;ø+R]\ K T æ ìîÿÒp L ["p v*jR€V—X*j O \3R"T KMK k R  L V O ï3f O p*R L X O R1X+V LdO k j NzO p+R æ R"T}ë/V L X O p L V j*X*R²p*T;V v*R"[]\wR"T€V3RÂvþ[ÂjUX>V L v*R]\3T]S K k—ìîS*k T N T"[ O j;\j N ô O jÃö;ïÿ LdO p+j;n O>O psR L X O R]X>V LdO k—j N>O psR æ R"T}ë>V%S{R L X*i—T NlN R[ O R"v T O4O p*R æ j L X O Vÿ p*R}\3R O p*R}\3RþV3p*j;n K vÃS+RÒX*j.j;ø+R]\ K T æ ì N j*\R  T1ç æ+K R"f L XV L v*R O psRZ\ln+S*S+R]\ ï  m%psR€V3RZ\wR€Vln KdO V ["j*X NlL \Íç O p*R"X O p*T O fT KdO p*j;n+i*p L ç æ R]\ N R"[ O ìîÿ LdO p \wR€V æ R[ O¼O j O psR O p L []ëXsR€VoV¨j N¼O p*RZr  æ \3j NWLMK RÃT"X*v O p*R v L V æ+K T€[ÂR1ç—R"X O V O R æ ï f O p*R \3R"[}jUX+V O \ln{[ OWL j*X æ \wj["RÂv€n+\3R XsR]ø+R]\ O psR K RVoV K R"TÂv‘V O j T V L iX LDNL ["T"X O L ç æ \3j;ø+R"ç—R"X OžL X O psRZ€n{T KPL`O k j N O p*R æK j O VjsS O T L X*R"v  m%psRz\3RV L v€n{T K n{X€ÿHT"X O R"v O \3T"["RV5T}\ L V3R æ \3jsSUT]S K k N \3jç O psR L XsT€[Â[=n+\3T"[]kHj N>O p*RZV L i+X*T K+æ \3j NWLPK R)n VwR"v L X O p+R\3RÂ["jUX+V O \ln{[ OWL j*XƒT K i+j*\ L`O p*ç  m¼p L V¨\3R"[ÂjUX>V O \ln{[ OWL jUX æ \3j+["R"v€n+\3Rƒp+T€VS+RR"X T æ*æKDL R"v O j²T æ \ jsS K R1ç j N çHjU\3R—["p+R1ç L [T K ["jUXs[R]\X²T"X*v v*R"T K Vþÿ LdO p i+T;VwR"jsn VƒS+R"X R"X+R æ R]X+R O \wT OWL j*X L X O jT "R"j KMLdO R  m¼p*RùV L ç æK R FHGJI O n*S+Rûn VwR"v L X O p*R æ \3R=ø L jsn VHR  æ R]\ L ç—R"X O V L V \3R æ+K T["R"v S*k'TûçHjU\3R R K TÂS{j*\3T O R"vv*Roø L [ÂR"fV OWLMKPK j N T  L T K Vk+çÃç—R O \lksf5S;n O L X+[ K n{v L X*iV3R]ø{R]\3T K ["j*ç æ T]\ O çƒR"X O V¨Vln{["p O psT O¼O p*R æ R]X+R O \3T OWL j*X j N SUR1X 1R1XsR L X æ j;ÿHv*R]\3R"v RÂj KMLdO RÒ[ÂT€X S+R O \ L i*i+R]\wR"vúT O TƒçƒjçƒR"X O []psj‘VwR1X S*k O p*R—R  æ R]\ L ç—R1X O R]\  u Q*é¨R  æ R]\ L ç—R"X O V¨p*T]øURHS+RÂR1X.\ln+X.R]ø{R]\3k ö*õç L X;n O R€V   T"["pJR  æ R]\ L ç—R"X O›L X;øUj K ø+R;V T O j O T K v L V æK TÂ["R"çÃR"X O j N ñ çÃç ì[ÂjU\\wR€V æ j*X*v L X;i O j O psR p*R L i+p O j NÒO psRù["jUç æ T]\ O çƒR"X O ["j*X O T L X L X*i O p*R R"j K@L`O R æ j;ÿƒv*R}\ïþÿ LdO p " õ µç L X+[]\3R"ç—R"X O V  Q*j*çƒR O k æL ["T K v LMNN n V L jXH[=n+\lø{R€Vv*RÂv€n{["R"v N \wjç O p*R€VwRR  æ R]\ L ç—R1X O T K v*T O TT]\3Rv L V æK T]k+RÂv L X NL i;n+\3R    L i;n+\3R .

(29) |ƒVR  æ R[ O R"v*f jUXsR ["T"X Xsj O RÂv T çHjU\3R\3T æ+L v v LDNlN n4V L jX L X O p*R n æ*æ R]\ æ T}\ O j NO psRR"j KMLdO R ["j*ç æ T]\ O çƒR"X O T K jUXqiþÿ L`O p*f>T OžK j*X;i OWL ç—R;V3f>Ti+T€VT"["[on>çÒn K T OL j*X—T O O p*RS+j OPO jUç÷j N O p*R›["jç æ T}\ O çƒR"X O  y LMNWN n4V L jX \3T O R€Vûv*R"v€n{["R"v N \3jç O psR;V3RR  æ R]\ L ç—R1X O V²p*T]ø{R S+R"R"X“[1p+RÂ[]ë+R"v ÿ LdO p¹T"XT æ*æ \wj æ \ L T O R O p*RÂjU\lkHT]Xsv ÿ LPKPK S+R O psRZVln+S}ü R"[ O j N T)ÿ j*\ë æ n*S KML V3p+R"vƒR K VwR=ÿƒpsR]\3R   

(30) . m¼p L VÿHjU\ ëp*TVþV3psjsÿHX O psT O T \3R K T OL øUR K kV L ç æK Rúç—Rq[]p*T"X L [T K v+RÂø L ["R.["jçÒS L X+R"vÿ LdO pTV æ T OL T KDK k V3R K R"[ O L ø+R\3TÂv L j+ò N \3R"€n{R"X*[]k NWL R K vƒìj;S O T L X+R"vZS*k—T æ \3j æ R]\¼i+R"j*çƒR O \Wkƒj N>O psR FHGJI \ N ["j LMK ï[T"X K RT"v O j V L i+X LPNL ["T"X Ou Q*é5\3R€VWn K`O V  /jU\5çHj‘V O5æ \3TÂ[ OWL [ÂT K T æ*æ+KPL ["T OWL j+XV3fçHTwüwjU\ O \3R]XsvV5ÿ LMKPK S{RþTÂ["["R€VoVwR"v S*k.\wT=ÿ v*T O T"f L  R  R=ø+j K n OL j*X j NO p*R FHGùI V æ RÂ[ O \ln{ç T€VT N n{X+[ OWL j*X j NO p*R K j+["T O L j*X L X>V L v*R O psRÒj;S}ü3R[ O  Q;n{[]p T"["[ÂR æ;O T=S K R\3R€VWn KdO V ["T"XS+Rùj;S O T L X*RÂv v€n{R O j T]XR  [ LdO T OWL j*X æ \3j NWLPK RùT K \wR"T"v;k VwR K RÂ[ OL øUR S*k LdO V R KMN O p*T}X;ë V O j²T æ*æ \j æ \ L T O R V3T"v*v K RÃ["j L@K v*R;V L i+X  é N5æ \3R"[ L V RÃv*R O T LMK VzT]\3RÃX*RÂR"vRÂv*f LdO¨L V æ j‘V V L S K R O jû\Wn+XT \3R"[ÂjUX+V O \ln{[ OWL j*X T K i+j*\ LdO p*ç O T]ë L X;i L X O j TÂ["["j;n+X O O p*R jsøUR]\ K T æ j N V æ R[ O \3T N jU\ Vln{[Â["R€VV L ø{R v L V æ+K T€[ÂR1ç—R"X O V j NO psRþV3T"ç æ+K R  m%psRZ\3R€VWn K`O Vj;S O T L X*R"v L X O p+R æ \3R€V3R"X Oæ T æ R]\To\3RZ\3T O p*R}\R]X*[Âjsn+\3T}i L X*i LPN ["j+ç æ T]\3R"v O j[}jUXø{R1X OWL j*X+T K›u Q*é3f›R€V æ RÂ[ L T KPK kT;V N T]\.T€V V æ R"[ O \wT K \wR€V3j K n O L jUX L V.["j*X*[ÂR]\3X*R"v  | KPL ç LdO T OWL jUXJj N5O p+Rýç—R O psjv²["j*çƒR;V›p*j;ÿƒR=øUR]\ N \3jç V æ R"[ O \3T K S*\wjT"v*R}X L X*iJv€n{R O j L X O R}\X*T K i*\3T"v L R"X O V ÿ p L ["pJT æ*æ R"T}\ÒT OtL X O R]\ N T["RV3fT K`O psjsn+i*p O p*RV3R N R"T O n+\ R€V›["T"X²k L R K v L X O R]\3R;V OWL X;i L X N j*\3çÃT OL j*X\3R K T O R"v æ \3R"[ L V R K k.V3T"ç æK R L X*p*jçƒj*i+R]X+R LdO k  |ZX;kqÿƒT]ksf;ÿƒR["T"X—T]X OL [ LMæ T O R L ç æ \wjsøUR"vƒ[]p+R"ç L [T K V3p LMNPOžL ç—T]i L X*i ÿ LdO pƒçƒj*\3RR K T]S+j*\3T O R\3R"[}jUX+V O \ln{[ OWL j*XƒT K i+jU\ L`O p*çýV     !"#$.  R T]\3R i*\wT O R N n KûO j í‘\j N R;VV3j*\ G L ["psT"R K ížR O \Wk;ë+f N \3jç mR]\Xsj æ k K ì Òë*\wT L X+R]ï N j*\ O psR"j*\3R OWL ["T K v L@NWN nV L j+XÒ\3T O R¨["T K [=n K T OL j*XV4ÿƒp L [1pHT]\3R L XHT]i*\3R"R"ç—R"X O ÿ L`O p O p*R[=n+\Wø+R€Vj NNWL i;n+\wR  &%. . .

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