过程与能源系统工程中的博弈论优化:综述

IF 2.5 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Frontiers in chemical engineering Pub Date : 2023-02-22 DOI:10.3389/fceng.2023.1130568
Asimina Marousi, Vassilis M. Charitopoulos
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引用次数: 6

摘要

博弈论是一个被各个研究领域用来表示利益相关者之间动态相关性的框架。传统上,工艺和能源系统工程界的研究重点是开发集中决策方案。近年来,分散决策方案因其能够更准确地捕捉多方利益相关者的动态而受到越来越多的关注。在这篇文章中,我们调查了博弈论方法如何促进集中和分散的决策。我们专注于在工艺系统工程问题中部署此类方法,并审查与供应链优化问题、设计和运营以及能源系统优化相关的应用。最后,我们根据合作程度分析了不同的游戏结构,以及如何使用公平标准来找到公平的报酬分配。
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Game theoretic optimisation in process and energy systems engineering: A review
Game theory is a framework that has been used by various research fields in order to represent dynamic correlation among stakeholders. Traditionally, research within the process and energy systems engineering community has focused on the development of centralised decision making schemes. In the recent years, decentralised decision-making schemes have attracted increasing attention due to their ability to capture multi-stakeholder dynamics in a more accurate manner. In this article, we survey how centralised and decentralised decision making has been facilitated by game theoretic approaches. We focus on the deployment of such methods in process systems engineering problems and review applications related to supply chain optimisation problems, design and operations, and energy systems optimisation. Finally, we analyse different game structures based on the degree of cooperation and how fairness criteria can be employed to find fair payoff allocations.
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CiteScore
3.50
自引率
0.00%
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审稿时长
13 weeks
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