具有风险概率准则的最优股利问题

Xin Wen, Xianping Guo, Li Xia
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引用次数: 1

摘要

本文考虑具有风险概率准则的离散时间最优股利支付问题。与现有文献中广泛研究的预期贴现股息不同,本文的重点是保险公司破产时总贴现股息未能达到给定股息目标的风险概率。我们的目标是找到一个最优的股息政策,以最小化这种风险概率。更准确地说,我们建立了一个基于马尔可夫决策过程和一个概率准则的最优股利问题的一般模型。研究了该概率准则下的关联最优性方程和最优策略的存在性。对于收入独立同分配的特殊情况,我们进一步刻画了最优价值函数的性质和最优股利政策的结构。提出了一种计算值函数和最优策略的值迭代型算法。给出了算法的收敛性和误差界分析。最后,给出了一个最优股利政策的具体例子来证明我们的主要结果。
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Optimal dividend problems with a risk probability criterion
This paper considers a discrete time optimal dividend payout problem with a risk probability criterion. Different from the expected discounted dividends that are widely studied in the existing literature, our emphasis is the risk probability that an insurance company's total discounted dividend fails to reach a given dividend goal by the time of ruin. We aim to find an optimal dividend policy to minimize such risk probability. More precisely, we establish a general model for optimal dividend problems based on a Markov decision process with varying discount factors and a probability criterion. The associated optimality equation and the existence of optimal policies under the probability criterion are investigated. For a special case with independently identically distributed incomes, we further characterize the properties of optimal value functions and the structures of optimal dividend policies. A value iteration‐type algorithm for computing value functions and optimal policies is developed. The convergence and error bound analyses of the algorithm are also derived. Finally, an optimal dividend policy in a concrete example is presented to demonstrate our main results.
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