Risk probability optimization of finite horizon piecewise deterministic Markov decision processes

IF 1.6 3区 数学 Q2 MATHEMATICS, APPLIED Optimization Pub Date : 2024-03-03 DOI:10.1080/02331934.2024.2323687
Haifeng Huo, Xian Wen
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Abstract

This paper investigates the piecewise deterministic Markov decision processes (PDMDPs) under the risk probability criterion. The optimality problem is to minimize the probability that the finite ho...
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有限视距片断确定性马尔可夫决策过程的风险概率优化
本文研究了风险概率准则下的片断确定性马尔可夫决策过程(PDMDPs)。优化问题是最小化有限豪...
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来源期刊
Optimization
Optimization 数学-应用数学
CiteScore
4.50
自引率
9.10%
发文量
146
审稿时长
4.5 months
期刊介绍: Optimization publishes refereed, theoretical and applied papers on the latest developments in fields such as linear, nonlinear, stochastic, parametric, discrete and dynamic programming, control theory and game theory. A special section is devoted to review papers on theory and methods in interesting areas of mathematical programming and optimization techniques. The journal also publishes conference proceedings, book reviews and announcements. All published research articles in this journal have undergone rigorous peer review, based on initial editor screening and anonymous refereeing by independent expert referees.
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