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解 SDE:dX=(α+βX)dWdX=(\alpha+\beta X)dW

Solve the SDE 8

专题
Finance / 金融
难度
L4

题目详情

Solve the stochastic differential equation

dXt=(α+βXt)dWt.dX_{t} = (\alpha + \beta X_{t}) dW_{t}.
解析

Yt=ln(α+βXt)Y_t=\ln(\alpha+\beta X_t)

Itô 得

dYt=β22dt+βdWt.dY_t=-\frac{\beta^2}{2}dt+\beta dW_t.

积分:

ln(α+βXt)=ln(α+βX0)β2t2+βWt.\ln(\alpha+\beta X_t)=\ln(\alpha+\beta X_0)-\frac{\beta^2 t}{2}+\beta W_t.

因此

Xt=α+βX0βexp(βWtβ2t2)αβ.\boxed{X_t=\frac{\alpha+\beta X_0}{\beta}\exp\left(\beta W_t-\frac{\beta^2 t}{2}\right)-\frac{\alpha}{\beta}}.