8 ¤è¤ê¿Ê¤ó¤ÀÆâÍÆ(¥Ë¥å¡¼¥È¥óË¡)

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8.1 ÈóÀþ·¿ÊýÄø¼°¤ÎÊ£ÁÇ¿ô²ò

8.1.1 ¼Â¿ô²ò¤Î¾ì¹ç¤ÎÉü½¬

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¤½¤ì¤Ç¤Ï¡¢Á²²½¼°¤òµá¤á¤ë¤³¤È¤Ë¤¹¤ë¡£¤¤¤Ä¤â¤Î¤è¤¦¤Ë¡¢$ f(x)=0$¤ÎÊýÄø¼°¤Î²ò¤ò $ x=\alpha$¤È¤¹¤ë¡£Â¨¤Á¡¢ $ f(\alpha)=0$¤Ç¤¢¤ë¡£¤½¤·¤Æ¡¢$ i$ÈÖÌܤζá»÷²ò¤ò$ x_i$¤È¤¹ ¤ë¡£¤³¤³¤«¤é¡¢$ \Delta x$¤À¤±°Üư¤·¤¿¤È¤³¤í¤ÎÃͤϡ¢

\begin{equation*}\begin{aligned}f(x_i+\Delta x)&=f(x_i) +f^\prime(x_i)\Delta x +...
...¬¾®¤µ¤¤¾ì¹ç}\\ &\simeq f(x_i)+f^\prime(x_i)\Delta x \end{aligned}\end{equation*}

¤È¤Ê¤ë¡£¤â¤·¡¢ $ f(x_i+\Delta x)=0$¡¢Â¨¤Á¡¢ $ \alpha=x_i+\Delta x$¤È¤Ê¤ë¤è¤¦¤Ë¡¢ $ \Delta x$¤òÁª¤Ö¤³¤È¤¬¤Ç¤­¤¿¤é¡¢²ò¤Î·×»»¤Ï´Êñ¤Ç¤¢¤ë¡£¤³¤Î¾ì¹ç¡¢¼° (15)¤ÎºÇ¸å¤Î¼°¤«¤é¡¢

$\displaystyle \Delta x \simeq -\frac{f(x_i)}{f^\prime(x_i)}$ (16)

¤È¤Ê¤ë¡£¤·¤¿¤¬¤Ã¤Æ¡¢ $ \alpha=x_i+\Delta x$¤«¤é¡¢¼¡¤Î¶á»÷²ò¤Ï

$\displaystyle x_{i+1}=x_i-\frac{f(x_i)}{f^\prime(x_i)}$ (17)

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8.1.2 Ê£ÁÇ¿ô²ò¤Î¾ì¹ç

8.1.2.1 Á²²½¼°

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¼Â¿ô¤È¤Þ¤Ã¤¿¤¯Æ±¤¸µÄÏÀ¤è¤ê¡¢ÊýÄø¼°

$\displaystyle w(z)=0$ (18)

¤Î¶á»÷²ò¤Ï¡¢Á²²½¼°

$\displaystyle z_{i+1}=z_i-\frac{w(z_i)}{w^\prime(z_i)}$ (19)

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8.1.2.2 ¥×¥í¥°¥é¥àºîÀ®¤Î¤¿¤á¤Ë

¤Ä¤¤ºÇ¶á¤Þ¤Ç¡¢FORTRAN¤È°ã¤Ã¤ÆC¸À¸ì¤Ç¤ÏÊ£ÁÇ¿ô¤ò¤½¤Î¤Þ¤Þ°·¤¦¤³¤È¤¬¤Ç¤­¤Ê¤«¤Ã¤¿¡£¤³ ¤ì¤¬C¸À¸ì¤Î¼åÅÀ¤Ë¤Ê¤Ã¤Æ¤¤¤¿¤¬¡¢¸½ºß¤Ç¤Ï¤½¤ì¤¬¹îÉþ¤µ¤ì¤¿¡£FORTRANƱÍͤËÊ£ÁÇ¿ô¤â¤½ ¤Î¤Þ¤Þ°·¤¨¤ë¤Î¤Ç¤¢¤ë¡£¤³¤ì¤ÏÈó¾ï¤Ë¤¢¤ê¤¬¤¿¤¤¡£

C¸À¸ì¤ÇÊ£ÁÇ¿ô¤ò»È¤¦¤¿¤á¤Ë¤Ï¡¢¶µ²Ê½ñp.471¤Ë½ñ¤«¤ì¤Æ¤¤¤ë¤è¤¦¤Ë¤¹¤ì¤Ð¤è¤¤¡£¤¹¤Ê¤ï¤Á¡¢

	#include <complex.h>
¤È¥Ø¥Ã¥À¡¼¥Õ¥¡¥¤¥ë¤ò¥¤¥ó¥¯¥ë¡¼¥É¤·¡¢ÊÑ¿ô¤Î·¿¤ò
	float complex
	double complex
	long double complex
¤Î¤è¤¦¤Ë¤¹¤ë¡£Ä̾ï¤Ï¡¢double complex¤ò»È¤¦¤³¤È¡£

»Í§±é»»¤ÏÆÃ¤Ëµ¤¤Ë¤¹¤ë¤³¤È¤â¤Ê¤¯¡¢ÉáÄ̤˱黻»Ò(+,-,*,/)¤¬»È¤¨¤ë¡£¤Þ¤¿¡¢É½1¤Î¤è¤¦¤Ê´Ø¿ô¤¬ÍѰդµ¤ì¤Æ¤¤¤ë¡£

ɽ 1: complex.h¤ÇÄêµÁ¤µ¤ì¤Æ¤¤¤ë´Ø¿ô¡£´Ø¿ô¤Î°ú¿ô¤ÈÌá¤êÃÍ¤ÏÆ±¤¸·¿¤Ç¤¢¤ë¡£
´Ø¿ô̾ ÇÜÀºÅ٠ñÀºÅÙ ³ÈÄ¥ÇÜÀºÅÙ
»°³Ñ´Ø¿ô csin() csinf() csinl()
  ccos() ccosf() ccosl()
  ctan() ctanf() ctanl()
µÕ»°³Ñ´Ø¿ô casin() casinf() casinl()
  cacos() cacosf() cacosl()
  catan() catanf() catanl()
ÁжÊÀþ´Ø¿ô csinh() csinhf() csinhl()
  ccosh() ccoshf() ccoshl()
  ctanh() ctanhf() ctanhl()
µÕÁжÊÀþ´Ø¿ô casinh() casinhf() casinhl()
  cacosh() cacoshf() cacoshl()
  catanh() catanhf() catanhl()
»Ø¿ô´Ø¿ô cexp() cexpf() cexpl()
¼«Á³Âпô clog() clogf() clogl()
ÀäÂÐÃÍ cabs() cabsf() cabsl()
Ê¿Êýº¬ csqrt() csqrtf() csqrtl()
¤Ù¤­¾è cpow() cpowf() cpowl()
¼ÂÉô creal() crealf() creall()
µõÉô cimag() cimagf() cimagl()
ÊÐ³Ñ carg() cargf() cargl()
Ê£ÁǶ¦Ìò conj() conjf() conjl()
¥ê¡¼¥Þ¥óµå¤Î¼Í±Æ cproj() cprojf() cprojl()

8.2 ÈóÀþ·¿Ï¢Î©ÊýÄø¼°¤Î¼Â¿ô²ò(2¸µ¤Î¾ì¹ç)

Á°Àá¤Ç¤Ï¡¢¥Ë¥å¡¼¥È¥óË¡¤Ë¤è¤ëÊ£ÁÇ¿ô¤Î¶á»÷²ò¤òµá¤á¤ëÊýË¡¤ò¼¨¤·¤¿¡£¡ÖÈóÀþ·¿Ï¢ ΩÊýÄø¼°¡×¤Î¶á»÷²ò¤¬µá¤á¤ì¤ì¤Ð¡¢³µ¤Í¥Ë¥å¡¼¥È¥óË¡¤Î³Ø½¬¤Ï½ª¤ï¤ê¤Ç¤¢¤ë¡£¤Á¤ç¤Ã¤ÈÆñ ¤·¤¤¤¬¡¢¥Ë¥å¡¼¥È¥óË¡¤Î³Ø½¬¤Î»Å¾å¤²¤È¤·¤Æ¡¢¡ÖÈóÀþ·¿Ï¢Î©ÊýÄø¼°¡×¤Î¼Â¿ô²ò¤òµá¤á¤ëÊý Ë¡¤ò¼¨¤¹¡£ÈóÀþ·¿Ï¢Î©ÊýÄø¼°¤ÎÊ£ÁÇ¿ô²ò¤òµá¤á¤ë¤³¤È¤¬»Ä¤Ã¤Æ¤¤¤ë¤¬¡¢¤³¤Î¹ÖµÁ¤Ç¤Ï¼¨¤µ ¤Ê¤¤¡£º£¤Þ¤Ç¤Î¤³¤È¤òÍý²ò¤·¤Æ¤¤¤ì¤Ð¡¢¤½¤ÎÊýË¡¤âľ¤°¤ËÍý²ò¤Ç¤­¤ë¤Ç¤¢¤í¤¦¡£¶½Ì£¤Î¤¢ ¤ë¿Í¡¢¤¢¤ë¤¤¤ÏɬÍפËÇ÷¤é¤ì¤¿¿Í¤Ï¡¢¼«Ê¬¤Ç·×»»ÊýË¡¤ò¹Í¤¨¤Æ¤ß¤è¤¦¡£

8.2.1 ÈóÀþ·¿Ï¢Î©ÊýÄø¼°¤È¤Ï

º£¤Þ¤Ç¡¢½ô·¯¤Ï¡¢¡ÖÈóÀþ·¿¤ÎÊýÄø¼°¡×¤¢¤ë¤¤¤Ï¡ÖÀþ·Á¤ÎϢΩÊýÄø¼°¡×¤Ï²ò¤¤¤¿¤³¤È¤¬¤¢¤ë¡£ Î㤨¤Ð¡¢Á°¼Ô¤Ï¡¢

$\displaystyle x^2-3x+2=0$ (20)

¤Î¤è¤¦¤Ê¤â¤Î¤Ç¤¢¤ë¡£¸å¼Ô¤ÎÎã¤Ï¡¢

\begin{equation*}\left\{ \begin{aligned}3x+2y+z&=10\\ x+y+z&=6\\ x+2y+z&=11 \end{aligned} \right.\end{equation*}

¤Ç¤¢¤ë¡£ÈóÀþ·¿ÊýÄø¼°¤Ï̤Ãοô¤¬2¼¡°Ê¾å¤Î¤â¤Î¤ò¤¤¤¤¡¢Ï¢Î©ÊýÄø¼°¤Ï̤Ãοô¤¬2¸Ä°Ê¾å¤Î ¤â¤Î¤ò¤¤¤¦¤Î¤Ç¤¢¤ë¡£ÈóÀþ·¿¤È¤Ï¡¢Ä¾Àþ¤Ç¤Ê¤¤¤È¤¤¤¦°ÕÌ£¤Ç¤¢¤ë¡£Ì¤Ãοô¤¬2¼¡°Ê¾å¤Î¤â ¤Î¡¢Î㤨¤Ð$ x^3$¤¬¼°¤Ë´Þ¤Þ¤ì¤ë¤È¡¢¤½¤ì¤ÏľÀþ¤Ë¤Ê¤é¤Ê¤¤¤Î¤Ç¡¢ÈóÀþ·¿ÊýÄø¼°¤Ë¤Ê¤ë¡£ ľÀþ¤Ç¤Ê¤¤¤È¤¤¤¦°ÕÌ£¤«¤é¤â¡¢$ \sin x$¤âÈóÀþ·¿ÊýÄø¼°¤ò·Á¤Å¤¯¤ë¡£¤³¤Î¾ì¹ç¡¢$ x$¤Î¼¡ ¿ô¤Ï̵¸Â¤Ç¤¢¤ë¡£

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8.2.2 ÈóÀþ·¿Ï¢Î©ÊýÄø¼°¤ÎÎã

¼ÂÎã¤ò»È¤Ã¤Æ¡¢·×»»ÊýË¡¤ò¼¨¤¹¡£Îã¤È¤·¤Æ

\begin{equation*}\left\{ \begin{aligned}&(x-3)^2+y^2-3=0\\ &\sin x+e^{y-1}-1=0 \end{aligned} \right.\end{equation*}

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¿Þ 11: ÈóÀþ·¿ÊýÄø¼°¤Î¥°¥é¥Õ¤È¼Â¿ô²ò
\includegraphics[keepaspectratio, scale=1.0]{figure/nonlinear_eqs/ZeroPoint.eps}

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$\displaystyle f(x,y)$ $\displaystyle =(x-3)^2+y^2-3$ (23)
$\displaystyle g(x,y)$ $\displaystyle =\sin x+e^{y-1}-1$ (24)

¤â¤Á¤í¤ó¡¢$ f(x,y)=0$¤È$ g(x,y)=0$¤¬Æ±»þ¤ËÀ®¤êΩ¤Ä¡¢$ (x,y)$¤òµá¤á¤¿¤¤¤ï¤±¤Ç¤¢¤ë¡£

¤¤¤Ä¤â¤Î¤è¤¦¤Ë¡¢¤³¤ÎÈóÀþ·¿Ï¢Î©ÊýÄø¼°¤Î²ò¤ò $ (\alpha_x, \alpha_y)$¤È¤¹¤ë¡£ÅöÁ³¡¢ $ f(\alpha_x, \alpha_y)=0$¤«¤Ä $ g(\alpha_x, \alpha_y)=0$¤Ç¤¢¤ë¡£¤½¤·¤Æ¡¢$ i$ÈÖÌܤΠ¶á»÷²ò¤ò $ (x_i, y_i)$¤È¤¹¤ë¡£¤³¤³¤«¤é¡¢ $ (\Delta x, \Delta y)$¤À¤±°Üư¤·¤¿¤È¤³¤í¤Î Ãͤϡ¢

\begin{equation*}\begin{aligned}f(x_i+\Delta x, y_i+\Delta y)&=f(x_i, y_i) +\fra...
...l x}\Delta x +\frac{\partial f}{\partial y}\Delta y \end{aligned}\end{equation*}

¤È¤Ê¤ë¡£$ g(x, y)$¤Î¾ì¹ç¤âÁ´¤¯Æ±¤¸¤Ç¤¢¤ë¡£¤½¤ì¤é¡¢2¤Ä¤ò¤Þ¤È¤á¡¢$ \simeq$ ¤ò$ =$¤Ëľ ¤¹¤È

$\displaystyle f(x_i+\Delta x, y_i+\Delta y)$ $\displaystyle =f(x_i, y_i) +\frac{\partial f}{\partial x}\Delta x +\frac{\partial f}{\partial y}\Delta y$ (26)
$\displaystyle g(x_i+\Delta x, y_i+\Delta y)$ $\displaystyle =g(x_i, y_i) +\frac{\partial g}{\partial x}\Delta x +\frac{\partial g}{\partial y}\Delta y$ (27)

¤È¤Ê¤ë¡£

¤³¤³¤Ç¡¢ $ f(x_i+\Delta x, y_i+\Delta y)=0$¤«¤Ä $ g(x_i+\Delta x, y_i+\Delta y)=0$¤È ¤Ê¤ë¤è¤¦¤Ë¡¢$ \Delta x$¤È$ \Delta y$¤òÁª¤Ö¤È¤¹¤ë¡£¤³¤Î¤è¤¦¤Ë¤¹¤ë¤¿¤á¤Ë¤Ï¡¢$ \Delta
x$¤È$ \Delta y$¤Ï¤Ä¤®¤ÎϢΩÊýÄø¼°¤òËþ¤¿¤»¤Ð¤è¤¤¡£¼°(26)¤È (27)¤Îº¸ÊÕ¤ò¥¼¥í¤È¤ª¤­¼°¤òÀ°Íý¤¹¤ì¤Ð

$\displaystyle \begin{pmatrix}\frac{\partial f}{\partial x} & \frac{\partial f}{...
...\Delta y \end{pmatrix} = \begin{pmatrix}-f(x_i,y_i)\\ -g(x_i,y_i) \end{pmatrix}$ (28)

¤È¤Ê¤ë¡£¤³¤ÎϢΩÊýÄø¼°¤ò²ò¤¤¤Æ¡¢ $ (\Delta x, \Delta y)$¤òµá¤á¤ë¡£ $ \alpha_x \simeq
x_i+\Delta x$¤·¤¿¤¬¤Ã¤Æ¡¢ $ \alpha_y \simeq x_i+\Delta x$¤«¤é¡¢¼¡¤Î¶á»÷²ò¤Ï

\begin{equation*}\left\{ \begin{aligned}x_{i+1}&=x_i+\Delta x\\ y_{i+1}&=y_i+\Delta y \end{aligned} \right.\end{equation*}

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8.2.3 ϢΩ¤Ç̵¤¤¾ì¹ç¤È¤Î¥¢¥Ê¥í¥¸¡¼

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8.3 ÈóÀþ·¿Ï¢Î©ÊýÄø¼°¤Î²ò(¿¸µ¤Î¾ì¹ç)

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\begin{equation*}\left\{ \begin{aligned}&f_1(x_1+x_2+x_3+\cdots+x_N)=0\\ &f_2(x_...
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$\displaystyle f_i(\boldsymbol{X}+\Delta\boldsymbol{X})= f_i(\boldsymbol{X})+ \f...
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¥Û¡¼¥à¥Ú¡¼¥¸: Yamamoto's laboratory
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Yamamoto Masashi
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