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解 SDE:

Solve the SDE 5

专题
Finance / 金融
难度
L4

题目详情

金融数学题:解 SDE:(2−Xt)dt+e−tWtdWt(2-X_t)dt+e^{-t}W_tdW_t。

英文原题

Solve the stochastic differential equation

dXt=(2−Xt)dt+e−tWtdWt.dX_{t} = (2 - X_{t})dt + e^{-t}W_{t}dW_{t}.
解析

令 Yt=etXtY_t=e^{t}X_t,则

dYt=etXtdt+etdXt=2etdt+WtdWt.dY_t=e^{t}X_tdt+e^{t}dX_t=2e^{t}dt+W_t dW_t.

积分并用 ∫0tWsdWs=(Wt2−t)/2\int_0^t W_s dW_s=(W_t^2-t)/2,得

Yt=Y0+2(et−1)+Wt2−t2.Y_t=Y_0+2(e^{t}-1)+\frac{W_t^2-t}{2}.

因此

Xt=X0e−t+2(1−e−t)+e−t2(Wt2−t).\boxed{X_t=X_0e^{-t}+2(1-e^{-t})+\frac{e^{-t}}{2}(W_t^2-t)}.

英文解析

dYt=etXtdt+etdXt=2etdt+WtdWt.dY_t=e^{t}X_tdt+e^{t}dX_t=2e^{t}dt+W_t dW_t. Yt=Y0+2(et−1)+Wt2−t2.Y_t=Y_0+2(e^{t}-1)+\frac{W_t^2-t}{2}. Xt=X0e−t+2(1−e−t)+e−t2(Wt2−t).\boxed{X_t=X_0e^{-t}+2(1-e^{-t})+\frac{e^{-t}}{2}(W_t^2-t)}.