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Asymptotic Evaluations of the Stability Index for a Markov Control Process with the Expected Total Discounted Reward Criterion
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作者 Jaime Eduardo Martínez-Sánchez 《American Journal of Operations Research》 2021年第1期62-85,共24页
In this work, for a control consumption-investment process with the discounted reward optimization criteria, a numerical estimate of the stability index is made. Using explicit formulas for the optimal stationary poli... In this work, for a control consumption-investment process with the discounted reward optimization criteria, a numerical estimate of the stability index is made. Using explicit formulas for the optimal stationary policies and for the value functions, the stability index is explicitly calculated and through statistical techniques its asymptotic behavior is investigated (using numerical experiments) when the discount coefficient approaches 1. The results obtained define the conditions under which an approximate optimal stationary policy can be used to control the original process. 展开更多
关键词 Control Consumption-Investment Process Discrete-Time Markov Control Process Expected Total Discounted Reward Probabilistic Metrics Stability Index Estimation
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