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解 SDE:et(1+Wt2)e^{t}(1+W_t^2)

Solve the SDE 3

专题
Finance / 金融
难度
L4

题目详情

Solve the stochastic differential equation

dXt=et(1+Wt2)dt+(1+2etWt)dWtdX_{t} = e^{t}\left(1 + W_{t}^{2}\right)dt + \left(1 + 2e^{t}W_{t}\right)dW_{t}

with X0=0X_0 = 0

解析

Yt=etWt2Y_t=e^{t}W_t^2,则

dYt=et(1+Wt2)dt+2etWtdWt.dY_t=e^{t}(1+W_t^2)dt+2e^{t}W_tdW_t.

题目 SDE 为

dXt=et(1+Wt2)dt+(1+2etWt)dWt=dYt+dWt.dX_t=e^{t}(1+W_t^2)dt+(1+2e^{t}W_t)dW_t=dY_t+dW_t.

X0=0,Y0=0X_0=0,Y_0=0,因此

Xt=Yt+Wt=etWt2+Wt.\boxed{X_t=Y_t+W_t=e^{t}W_t^2+W_t}.