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解 SDE:(2Xt)dt+etWtdWt(2-X_t)dt+e^{-t}W_tdW_t

Solve the SDE 5

专题
Finance / 金融
难度
L4

题目详情

Solve the stochastic differential equation

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

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=(Wt2t)/2\int_0^t W_s dW_s=(W_t^2-t)/2,得

Yt=Y0+2(et1)+Wt2t2.Y_t=Y_0+2(e^{t}-1)+\frac{W_t^2-t}{2}.

因此

Xt=X0et+2(1et)+et2(Wt2t).\boxed{X_t=X_0e^{-t}+2(1-e^{-t})+\frac{e^{-t}}{2}(W_t^2-t)}.