# LaTeX2HTML 98.1p1 release (March 2nd, 1998) # Associate images original text with physical files. $key = q/{displaymath}arrayrclttLOG(x;a,b,c)&=&aln(b+cx)ttEXP(x;a,b,c)&=&aexp(b+cx)array{displaymath}MSF=2;AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="301" HEIGHT="64" SRC="img299.gif" ALT="\begin{displaymath}\begin{array}{rcl} {\tt LOG}(x;a,b,c) &=& a \ln (b + cx) \\\\ {\tt EXP}(x;a,b,c) &=& a \exp (b+cx) \end{array}\end{displaymath}">|; $key = q/{}fboxttCtrlslashX{}AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="83" HEIGHT="31" ALIGN="BOTTOM" BORDER="0" SRC="img29.gif" ALT="\fbox{\tt Ctrl/X}">|; $key = q/{displaymath}a^(k+1)~=~a^(k)~+alpha^(k)~d^(k){displaymath}MSF=2;AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="245" HEIGHT="36" SRC="img280.gif" ALT="\begin{displaymath}a^{(k+1)}~=~a^{(k)}~+\alpha^{(k)}~d^{(k)}\end{displaymath}">|; $key = q/{displaymath}|a^(solution)-a^(found)|leprec~(1+|a^(found)|)~~,{displaymath}MSF=2;AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="451" HEIGHT="40" SRC="img292.gif" ALT="\begin{displaymath}\Vert a^{(solution)}-a^{(found)}\Vert \le prec~(1+\Vert a^{(found)}\Vert)~~,\end{displaymath}">|; $key = q/{inline}V_1~=~Imm~[J(a^(k))^T~J(a^(k))]{inline}MSF=2;AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="278" HEIGHT="51" ALIGN="MIDDLE" BORDER="0" SRC="img285.gif" ALT="$V_1~=~\Im m~[J(a^{(k)})^T~J(a^{(k)})]$">|; $key = q/{displaymath}C^(k)=1overalpha^(k)y^(k)Td^(k)y^(k)y^(k)T-1overd^(k)TW^(k)d^(k)W^(k)d^(k)d^(k)TW^(k){displaymath}MSF=2;AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="610" HEIGHT="58" SRC="img287.gif" ALT="\begin{displaymath}C^{(k)}={1 \over \alpha^{(k)}y^{(k)T}d^{(k)}}y^{(k)}y^{(k)T}-{1 \over d^{(k)T}W^{(k)}d^{(k)}}W^{(k)}d^{(k)}d^{(k)T}W^{(k)}\end{displaymath}">|; $key = q/{displaymath}arrayrclttSIN(x;a,b,c)&=&asin(b+cx)ttTAN(x;a,b,c)&=&atan(b+cx)array{displaymath}MSF=2;AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="300" HEIGHT="64" SRC="img300.gif" ALT="\begin{displaymath}\begin{array}{rcl} {\tt SIN}(x;a,b,c) &=& a \sin(b+cx) \\\\ {\tt TAN}(x;a,b,c) &=& a \tan(b+cx) \end{array}\end{displaymath}">|; $key = q/{inline}leftarrow{inline}MSF=2;AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="28" HEIGHT="21" ALIGN="BOTTOM" BORDER="0" SRC="img226.gif" ALT="$\leftarrow$">|; $key = q/{inline}rmIkern-.2000emhboxR^p{inline}MSF=2;AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="35" HEIGHT="22" ALIGN="BOTTOM" BORDER="0" SRC="img263.gif" ALT="$\rm I\kern-.2000em\hbox{R}^p$">|; $key = q/{displaymath}J(a^(k))^T~J(a^(k))~Deltaa^(k)~=~-J(a^(k))~r(a^(k)){displaymath}MSF=2;AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="416" HEIGHT="40" SRC="img274.gif" ALT="\begin{displaymath}J(a^{(k)})^T~J(a^{(k)})~\Delta a^{(k)}~=~-J(a^{(k)})~r(a^{(k)})\end{displaymath}">|; $key = q/{displaymath}chi^2~(a)~=~sum_i~w^(i)~[~y^(i)~-~y(x^(i),a)~]^2~{displaymath}MSF=2;AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="379" HEIGHT="61" SRC="img266.gif" ALT="\begin{displaymath}\chi^2~(a)~=~\sum_i~w^{(i)}~[~y^{(i)}~-~y(x^{(i)},a)~]^2~\end{displaymath}">|; $key = q/{displaymath}r(a)~=~(r^(1)(a),ldots,r^(m)(a))~~,{displaymath}MSF=2;AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="297" HEIGHT="40" SRC="img269.gif" ALT="\begin{displaymath}r(a)~=~(r^{(1)}(a),\ldots,r^{(m)}(a))~~,\end{displaymath}">|; $key = q/{displaymath}sum_i~r^(i)~partialr^(i)overpartiala_j=0quad(j=1,ldots,p)~~{displaymath}MSF=2;AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="310" HEIGHT="70" SRC="img273.gif" ALT="\begin{displaymath}\sum_{i}~r^{(i)}~{\partial {r^{(i)}} \over \partial{a_j}} = 0 \quad (j=1,\ldots,p)~~\end{displaymath}">|; $key = q/{inline}e^(x^2+y^2)=(alpha+beta)sin^2theta{inline}MSF=2;AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="233" HEIGHT="54" ALIGN="MIDDLE" BORDER="0" SRC="img255.gif" ALT="$e^{(x^2+y^2)}=(\alpha+\beta)\sin^2\theta$">|; $key = q/{inline}|r(a)|{inline}MSF=2;AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="67" HEIGHT="44" ALIGN="MIDDLE" BORDER="0" SRC="img284.gif" ALT="$\Vert r(a)\Vert$">|; $key = q/{figure}centerpicture(145,80)put(0,60)framebox(25,20)put(0,74)makebox(22,6)Pagep2,6)HLeftKeyput(121,61)makebox(22,6)bfHrightKeypicturecenter{figure}FSF=2.6;AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="1071" HEIGHT="594" SRC="img229.gif" ALT="\begin{figure} \begin{center} \begin{picture} (145,80) \put(0,60){\framebox (25,... ...t(121,61){\makebox(22,6){\bf H right Key}} \end{picture}\end{center}\end{figure}">|; $key = q/{}fboxttF1{}AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="37" HEIGHT="27" ALIGN="BOTTOM" BORDER="0" SRC="img30.gif" ALT="\fbox{\tt F1}">|; $key = q/{inline}mboxmathbf{circ}{inline}MSF=2;AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="16" HEIGHT="21" ALIGN="BOTTOM" BORDER="0" SRC="img11.gif" ALT="$\mbox{$\mathbf{\circ}$}$">|; $key = q/{inline}leq{inline}MSF=2;AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="22" HEIGHT="39" ALIGN="MIDDLE" BORDER="0" SRC="img131.gif" ALT="$\leq$">|; $key = q/{inline}downarrow{inline}MSF=2;AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="16" HEIGHT="41" ALIGN="MIDDLE" BORDER="0" SRC="img225.gif" ALT="$\downarrow$">|; $key = q/{inline}a^(2),a^(3),ldots{inline}MSF=2;AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="119" HEIGHT="51" ALIGN="MIDDLE" BORDER="0" SRC="img278.gif" ALT="$a^{(2)},a^{(3)},\ldots $">|; $key = q/{inline}#{inline}MSF=2;AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="23" HEIGHT="41" ALIGN="MIDDLE" BORDER="0" SRC="img15.gif" ALT="$\char93 $">|; $key = q/{}fboxttBackspace{}AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="117" HEIGHT="32" ALIGN="BOTTOM" BORDER="0" SRC="img223.gif" ALT="\fbox{\tt Backspace}">|; $key = q/{inline}}){inline}MSF=2;AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="25" HEIGHT="44" ALIGN="MIDDLE" BORDER="0" SRC="img63.gif" ALT="$\})$">|; $key = q/{inline}ldots{inline}MSF=2;AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="30" HEIGHT="21" ALIGN="BOTTOM" BORDER="0" SRC="img297.gif" ALT="$\ldots$">|; $key = q/{}fboxttReturn{}AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="83" HEIGHT="27" ALIGN="BOTTOM" BORDER="0" SRC="img214.gif" ALT="\fbox{\tt Return}">|; $key = q/{inline}rightarrow{inline}MSF=2;AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="27" HEIGHT="21" ALIGN="BOTTOM" BORDER="0" SRC="img257.gif" ALT="$\rightarrow$">|; $key = q/{inline}|B(a)|{inline}MSF=2;AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="73" HEIGHT="44" ALIGN="MIDDLE" BORDER="0" SRC="img283.gif" ALT="$\Vert B(a)\Vert$">|; $key = q/{inline}p~leq~10{inline}MSF=2;AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="83" HEIGHT="39" ALIGN="MIDDLE" BORDER="0" SRC="img286.gif" ALT="$p~\leq~10$">|; $key = q/{inline}uparrow{inline}MSF=2;AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="17" HEIGHT="41" ALIGN="MIDDLE" BORDER="0" SRC="img224.gif" ALT="$\uparrow$">|; $key = q/{displaymath}arrayrclttPOLY(x;a,b,c,ldots)&=&a+bx+cx^2+cdotsttPOLY(x,y;a,b,c,ldots)&=&a+bx+cy+cdotsarray{displaymath}MSF=2;AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="418" HEIGHT="64" SRC="img298.gif" ALT="\begin{displaymath}\begin{array}{rcl} {\tt POLY}(x;a,b,c,\ldots) &=& a + bx + c... ...t POLY}(x,y;a,b,c,\ldots) &=& a + bx + cy + \cdots \end{array}\end{displaymath}">|; $key = q/{figure}centerpicture(120,100)put(0,80)framebox(25,20)put(0,94)makebox(22,6)Pageebox(22,6)(F2)put(95,94)makebox(22,6)HFunctionspicturecenter{figure}FSF=2.6;AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="887" HEIGHT="740" SRC="img228.gif" ALT="\begin{figure} \begin{center} \begin{picture} (120,100) \put(0,80){\framebox (25... ...} \put(95,94){\makebox(22,6){H Functions}} \end{picture}\end{center}\end{figure}">|; $key = q/{inline}7}{inline}MSF=2;AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="28" HEIGHT="44" ALIGN="MIDDLE" BORDER="0" SRC="img56.gif" ALT="$7\}$">|; $key = q/{displaymath}J(a)_ij~=partialr^(i)overpartiala_j{displaymath}MSF=2;AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="138" HEIGHT="65" SRC="img270.gif" ALT="\begin{displaymath}J(a)_{ij}~={\partial {r^{(i)}} \over \partial{a_j}}\end{displaymath}">|; $key = q/{inline}{{{inline}MSF=2;AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="27" HEIGHT="44" ALIGN="MIDDLE" BORDER="0" SRC="img59.gif" ALT="$\{\{$">|; $key = q/{inline}chi^2(a){inline}MSF=2;AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="58" HEIGHT="48" ALIGN="MIDDLE" BORDER="0" SRC="img272.gif" ALT="$\chi^2(a)$">|; $key = q/{inline}chi^2(a^(k)+alpha^(k)~d^(k)){inline}MSF=2;AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="187" HEIGHT="51" ALIGN="MIDDLE" BORDER="0" SRC="img282.gif" ALT="$\chi^2(a^{(k)}+\alpha^{(k)}~d^{(k)})$">|; $key = q/{displaymath}a^(k+1)~=~a^(k)~+~gamma~Deltaa^(k){displaymath}MSF=2;AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="246" HEIGHT="39" SRC="img275.gif" ALT="\begin{displaymath}a^{(k+1)}~=~a^{(k)}~+~\gamma~\Delta a^{(k)}\end{displaymath}">|; $key = q/{inline}{{inline}MSF=2;AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="16" HEIGHT="44" ALIGN="MIDDLE" BORDER="0" SRC="img95.gif" ALT="$\{$">|; $key = q/{displaymath}arrayrclttGAUSS(x;a,b,c)&=&aexpleft[-ln2left(2(x-b)overcright)^2rigskipttTRIANG(x;a,b,c)&=&aleft(1-midx-bmidovercright)array{displaymath}MSF=2;AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="708" HEIGHT="745" SRC="img302.gif" ALT="\begin{displaymath}\begin{array}{rcl} {\tt GAUSS}(x;a,b,c) &=& a \exp \left[-... ...=& a \left( 1 - {\mid x-b \mid \over c} \right) \end{array}\end{displaymath}">|; $key = q/{}fboxttCtrlslashC{}AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="83" HEIGHT="31" ALIGN="BOTTOM" BORDER="0" SRC="img31.gif" ALT="\fbox{\tt Ctrl/C}">|; $key = q/{}fboxttDelete{}AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="83" HEIGHT="27" ALIGN="BOTTOM" BORDER="0" SRC="img222.gif" ALT="\fbox{\tt Delete}">|; $key = q/{inline}}{inline}MSF=2;AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="17" HEIGHT="44" ALIGN="MIDDLE" BORDER="0" SRC="img94.gif" ALT="$\}$">|; $key = q/{displaymath}arrayrclttSINC(x;a,b,c)&=&asin(b+cx)slash(b+cx)smallskipttSINCS(x;a,b,c)&=&a,rmsinc^2(b+cx)array{displaymath}MSF=2;AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="402" HEIGHT="97" SRC="img301.gif" ALT="\begin{displaymath}\begin{array}{rcl} {\tt SINC}(x;a,b,c) &=& a \sin (b+cx) / (... ... {\tt SINCS}(x;a,b,c) &=& a \,{\rm sinc}^2(b+cx) \end{array}\end{displaymath}">|; $key = q/{inline}mboxbullet{inline}MSF=2;AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="17" HEIGHT="21" ALIGN="BOTTOM" BORDER="0" SRC="img6.gif" ALT="$\mbox{$\bullet$}$">|; $key = q/{inline}x=(x_1,ldots,x_n)inrmIkern-.2000emhboxR^n{inline}MSF=2;AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="215" HEIGHT="44" ALIGN="MIDDLE" BORDER="0" SRC="img261.gif" ALT="$x = (x_1,\ldots,x_n) \in \rm I\kern-.2000em\hbox{R}^{n}$">|; $key = q/{}fboxttTab{}AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="48" HEIGHT="27" ALIGN="BOTTOM" BORDER="0" SRC="img220.gif" ALT="\fbox{\tt Tab}">|; $key = q/{inline}alpha^(k){inline}MSF=2;AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="42" HEIGHT="27" ALIGN="BOTTOM" BORDER="0" SRC="img281.gif" ALT="$\alpha^{(k)}$">|; $key = q/{inline}(y^(i),x^(i))i=1,ldots,m{inline}MSF=2;AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="212" HEIGHT="51" ALIGN="MIDDLE" BORDER="0" SRC="img264.gif" ALT="$(y^{(i)},x^{(i)}) i=1,\ldots,m$">|; $key = q/{inline}gamma{inline}MSF=2;AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="18" HEIGHT="39" ALIGN="MIDDLE" BORDER="0" SRC="img276.gif" ALT="$\gamma$">|; $key = q/{displaymath}r^(i)(a)~=~sqrtw^(i)~[~y^(i)~-~y(x^(i),a)~]{displaymath}MSF=2;AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="344" HEIGHT="40" SRC="img267.gif" ALT="\begin{displaymath}r^{(i)}(a)~=~\sqrt{w^{(i)}}~[~y^{(i)}~-~y (x^{(i)},a)~]\end{displaymath}">|; $key = q/{displaymath}B(a)~=~sum_i~r^(i)(a)~H_i(a){displaymath}MSF=2;AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="250" HEIGHT="61" SRC="img271.gif" ALT="\begin{displaymath}B(a)~=~\sum_i~r^{(i)}(a)~H_i(a)\end{displaymath}">|; $key = q/{inline}ainAsubsetrmIkern-.2000emhboxR^p{inline}MSF=2;AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="120" HEIGHT="42" ALIGN="MIDDLE" BORDER="0" SRC="img262.gif" ALT="$a \in A \subset \rm I\kern-.2000em\hbox{R}^{p}$">|; $key = q/{inline}77}{inline}MSF=2;AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="39" HEIGHT="44" ALIGN="MIDDLE" BORDER="0" SRC="img58.gif" ALT="$77\}$">|; $key = q/{inline}backslash{inline}MSF=2;AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="17" HEIGHT="44" ALIGN="MIDDLE" BORDER="0" SRC="img254.gif" ALT="$\backslash$">|; $key = q/{displaymath}chi^2(a^(k))overdegree~of~freedom{displaymath}MSF=2;AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="187" HEIGHT="63" SRC="img293.gif" ALT="\begin{displaymath}{ \chi^2(a^{(k)}) \over degree~of~freedom} \end{displaymath}">|; $key = q/{displaymath}min_ainA~~chi^2~(a){displaymath}MSF=2;AAT;/; $cached_env_img{$key} = q|<IMG WIDTH="110" HEIGHT="52" SRC="img265.gif" ALT="\begin{displaymath}\min_{a\in A}~~\chi^2~(a)\end{displaymath}">|; 1;