Controlling a stopped diffusion process to reach a goal

被引:1
|
作者
Makasu, Cloud [1 ]
机构
[1] Univ Western Cape, Dept Math & Appl Math, ZA-7535 Bellville, South Africa
关键词
Geometric Brownian motion; Optimal stochastic control problem; TIME;
D O I
10.1016/j.spl.2010.03.019
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
We consider a problem of optimally controlling a two-dimensional diffusion process dx(t)(mu,beta) = mu(x(t))dt + beta(x(t))dB(t)(1): x(0) = x. dy(t) = alpha y(t)dt + (sigma root x(t) + gamma)y(t)dB(t)(2): y(0) = y. initially starting in the interior of a domain D(phi) = {(x, y) is an element of R(+)(2) : phi(x) < y < theta phi(x)} until it reaches the line y = theta phi(x) at a stopping time tau <= T(0), where T(0), alpha, sigma,gamma > 0 and theta > 1 are fixed positive constants and phi(x) is a given positive strictly increasing, twice continuously differentiable function on (0, infinity) such that phi(0) >= 0. The goal is to maximize the probability criterion sup((mu,beta)is an element of M(x)) P (y(tau) = theta phi(x(tau)(mu,beta)), tau <= T(0)vertical bar x(0) = x, y(0) = y). x,y is an element of D(phi). over a class of admissible controls M(x) consisting of bounded, Borel measurable functions. Under suitable conditions, it is shown that the maximal probability is given explicitly and the optimal process is determined explicitly by rho(phi(x),phi'(x),phi ''(x)) = mu(0)(x)phi'(x) - (alpha-1/2 (sigma root x + y)(2))phi(x)/beta(0)(x)(2) (C) 2010 Elsevier B.V. All rights reserved.
引用
收藏
页码:1218 / 1222
页数:5
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