Risk-Sensitive Control of Branching Processes
收藏DataCite Commons2021-05-21 更新2024-07-27 收录
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https://tandf.figshare.com/articles/dataset/Risk-Sensitive_Control_of_Branching_Processes/9619091/1
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This paper solves the risk-sensitive control problem for branching processes where the one-period progeny of an individual can take values from a finite set. The decision maker is assumed to maximize the expected risk-averse exponential utility (or to minimize the expected risk-averse exponential disutility) of the rewards earned in infinite horizon. Individuals are assumed to produce progeny independently, and with the same probability mass function if they take the same action. The paper characterizes the expected disutility of stationary policies, identifies necessary and sufficient conditions for the existence of a stationary optimal policy that assigns the same action to all individuals in all periods, and discusses computational methods to obtain such a policy. <i>Supplementary materials are available for this article. Go to the publisher’s online edition of IIE Transaction, datasets, additional tables, detailed proofs, etc.</i>
提供机构:
Taylor & Francis
创建时间:
2019-08-14



