Mean first-passage time
ID: mean-first-passage-time
The Mean first-passage time to a target is , which can be infinite. For a diffusion with backward generator , a finite sufficiently regular mean solves the Poisson equationoutside , with on the absorbing target. Reflecting parts of the boundary require the reflecting condition of the generator, rather than an absorbing value. These conditions express different physical rules and cannot be exchanged.
For Brownian diffusion with generator on , , absorption at both endpoints givesIf zero instead reflects while absorbs, the boundary conditions are , and the solution is . In particular the mean time from the reflecting endpoint is , displaying the squared-distance diffusion scale.
Dynkin's formula explains the equation: before absorption, has constant expected value. For these bounded-interval nonnegative bounded solutions, this identity first bounds by , proving integrability of ; passing to the limit then proves . Boundary equations without a finiteness or minimality condition can have extraneous solutions on unbounded domains.
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