基于脉冲控制的最优现金管理

Pub Date : 2023-09-01 DOI:10.1016/j.indag.2023.06.008
Peter Lakner, Josh Reed
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引用次数: 2

摘要

研究了无限视界下lsamvy过程的脉冲控制问题。我们的激励例子是现金管理问题,在这个问题中,控制器要为增加或提取他/她的储备支付固定的正比例成本,以及保留手头任何现金的机会成本。我们的主要结果是为这种情况下控制带策略的最优性提供了一个验证定理。本文还分析了控制带策略下被控过程的暂态和稳态行为,并明确求解了被控lsamvy过程为带漂移的布朗运动和跳跃大小呈指数分布的复合泊松过程之和的最优策略。
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Optimal cash management using impulse control

We consider the impulse control of Lévy processes under the infinite horizon, discounted cost criterion. Our motivating example is the cash management problem in which a controller is charged a fixed plus proportional cost for adding to or withdrawing from his/her reserve, plus an opportunity cost for keeping any cash on hand. Our main result is to provide a verification theorem for the optimality of control band policies in this scenario. We also analyze the transient and steady-state behavior of the controlled process under control band policies and explicitly solve for an optimal policy in the case in which the Lévy process to be controlled is the sum of a Brownian motion with drift and a compound Poisson process with exponentially distributed jump sizes.

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