关于单调马尔可夫链稳定性的说明

IF 0.8 4区 管理学 Q4 OPERATIONS RESEARCH & MANAGEMENT SCIENCE Operations Research Letters Pub Date : 2024-09-27 DOI:10.1016/j.orl.2024.107188
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引用次数: 0

摘要

本论文研究单调马尔可夫链,这是马尔可夫链的一个子类,在运筹学和经济学中有着广泛的应用。虽然确保这些链的全局稳定性的特性已被深入研究,但它们的建立往往依赖于满足一定的分裂条件。我们通过引入简单、适用的条件来确保全局稳定性,从而解决了验证分裂条件的难题。我们将通过自回归过程、投资组合分配问题和资源分配动力学等各种实例来证明这些条件的简易性。
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A note on the stability of monotone Markov chains
This note studies monotone Markov chains, a subclass of Markov chains with extensive applications in operations research and economics. While the properties that ensure the global stability of these chains are well studied, their establishment often relies on the fulfillment of a certain splitting condition. We address the challenges of verifying the splitting condition by introducing simple, applicable conditions that ensure global stability. The simplicity of these conditions is demonstrated through various examples including autoregressive processes, portfolio allocation problems and resource allocation dynamics.
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来源期刊
Operations Research Letters
Operations Research Letters 管理科学-运筹学与管理科学
CiteScore
2.10
自引率
9.10%
发文量
111
审稿时长
83 days
期刊介绍: Operations Research Letters is committed to the rapid review and fast publication of short articles on all aspects of operations research and analytics. Apart from a limitation to eight journal pages, quality, originality, relevance and clarity are the only criteria for selecting the papers to be published. ORL covers the broad field of optimization, stochastic models and game theory. Specific areas of interest include networks, routing, location, queueing, scheduling, inventory, reliability, and financial engineering. We wish to explore interfaces with other fields such as life sciences and health care, artificial intelligence and machine learning, energy distribution, and computational social sciences and humanities. Our traditional strength is in methodology, including theory, modelling, algorithms and computational studies. We also welcome novel applications and concise literature reviews.
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