随机参数跳跃扩散过程的最优控制

M. Lefebvre
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引用次数: 0

摘要

设X(t)$是一个从$X \in [a,b]$开始的可控跳跃扩散过程,其无穷小参数根据连续时间马尔可夫链变化。目标是最小化具有二次控制成本的成本函数的期望值,直到$X(t)$离开区间$(a,b)$,并且终止成本取决于$X(t)$的最终值。对于重要的过程,得到了精确和显式的解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimal control of jump-diffusion processes with random parameters
Let $X(t)$ be a controlled jump-diffusion process starting at $x \in [a,b]$ and whose infinitesimal parameters vary according to a con\-tinuous-time Markov chain. The aim is to minimize the expected value of a cost function with quadratic control costs until $X(t)$ leaves the interval $(a,b)$, and a termination cost that depends on the final value of $X(t)$. Exact and explicit solutions are obtained for important processes.
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