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Change of variables (PDE) : ウィキペディア英語版
Change of variables (PDE)

Often a partial differential equation can be reduced to a simpler form with a known solution by a suitable change of variables.
The article discusses change of variable for PDEs below in two ways:
#by example;
#by giving the theory of the method.
==Explanation by example==

For example the following simplified form of the Black–Scholes PDE
: \frac + \frac S^2\frac + S\frac - V = 0.
is reducible to the heat equation
: \frac = \frac
by the change of variables:〔Ömür Ugur, ''An Introduction to Computational Finance'', Series in Quantitative Finance, v. 1, Imperial College Press, 298 pp., 2009〕
: V(S,t) = v(x(S),\tau(t))
: x(S) = \ln(S)
: \tau(t) = \frac (T - t)
: v(x,\tau)=\exp(-(1/2)x-(9/4)\tau) u(x,\tau)
in these steps:
* Replace V(S,t) by v(x(S),\tau(t)) and apply the chain rule to get
::\frac\left(-2v(x(S),\tau)+2 \frac \frac +S\left(\left(2 \frac + S\frac\right)
\frac +
S \left(\frac\right)^2 \frac\right)\right)=0.

* Replace x(S) and \tau(t) by \ln(S) and \frac(T-t) to get
::\frac\left(
-2v(\ln(S),\frac(T-t))
-\frac(T-t))}
+\frac(T-t))}
+\frac(T-t))}\right)=0.

* Replace \ln(S) and \frac(T-t) by x(S) and \tau(t) and divide both sides by \frac to get
::-2 v-\frac+\frac+ \frac=0.
* Replace v(x,\tau) by \exp(-(1/2)x-(9/4)\tau) u(x,\tau) and divide through by -\exp(-(1/2)x-(9/4)\tau) u(x,\tau) to yield the heat equation.
Advice on the application of change of variable to PDEs is given by mathematician J. Michael Steele:〔J. Michael Steele, ''Stochastic Calculus and Financial Applications'', Springer, New York, 2001〕

抄文引用元・出典: フリー百科事典『 ウィキペディア(Wikipedia)
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