On the Monotonicity of the Stopping Boundary for Time-Inhomogeneous Optimal Stopping Problems

IF 1.5 3区 数学 Q2 MATHEMATICS, APPLIED Journal of Optimization Theory and Applications Pub Date : 2024-08-30 DOI:10.1007/s10957-024-02514-2
Alessandro Milazzo
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Abstract

We consider a class of time-inhomogeneous optimal stopping problems and we provide sufficient conditions on the data of the problem that guarantee monotonicity of the optimal stopping boundary. In our setting, time-inhomogeneity stems not only from the reward function but, in particular, from the time dependence of the drift coefficient of the one-dimensional stochastic differential equation (SDE) which drives the stopping problem. In order to obtain our results, we mostly employ probabilistic arguments: we use a comparison principle between solutions of the SDE computed at different starting times, and martingale methods of optimal stopping theory. We also show a variant of the main theorem, which weakens one of the assumptions and additionally relies on the renowned connection between optimal stopping and free-boundary problems.

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论时间非均质最优停止问题的停止边界单调性
我们考虑了一类时间同构最优停止问题,并提供了保证最优停止边界单调性的问题数据充分条件。在我们的设置中,时间不均匀性不仅源于奖励函数,还特别源于驱动停止问题的一维随机微分方程(SDE)漂移系数的时间依赖性。为了得到我们的结果,我们主要采用了概率论证:我们使用了在不同起始时间计算的 SDE 解之间的比较原理,以及最优停止理论的马氏方法。我们还展示了主定理的一个变体,它弱化了其中一个假设,并额外依赖于最优停止与自由边界问题之间的著名联系。
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来源期刊
CiteScore
3.30
自引率
5.30%
发文量
149
审稿时长
9.9 months
期刊介绍: The Journal of Optimization Theory and Applications is devoted to the publication of carefully selected regular papers, invited papers, survey papers, technical notes, book notices, and forums that cover mathematical optimization techniques and their applications to science and engineering. Typical theoretical areas include linear, nonlinear, mathematical, and dynamic programming. Among the areas of application covered are mathematical economics, mathematical physics and biology, and aerospace, chemical, civil, electrical, and mechanical engineering.
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