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AN ALGORITHM FOR SOLVING RULE SETS-BASED BILEVEL DECISION PROBLEMS

机译:解决基于规则集的决策决策问题的算法

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摘要

Bilevel decision addresses the problem in which two levels of decision makers each tries to optimize their individual objectives under certain constraints, and to act and react in an uncooperative and sequential manner. Given the difficulty of formulating a bilevel decision problem by mathematical functions, a rule sets-based bilevel decision (RSBLD) model was proposed. This article presents an algorithm to solve a RSBLD problem. A case-based example is given to illustrate the functions of the proposed algorithm. Finally, a set of experiments is analyzed to further show the functions and the effectiveness of the proposed algorithm.
机译:双层决策解决了以下问题:决策者的两个层次都试图在一定的约束下优化各自的目标,并以不合作和顺序的方式采取行动和作出反应。鉴于用数学函数表达双层决策问题的难度,提出了一种基于规则集的双层决策模型。本文提出了一种解决RSBLD问题的算法。给出了一个基于案例的例子来说明所提出算法的功能。最后,分析了一组实验以进一步展示所提出算法的功能和有效性。

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  • 来源
    《Computational Intelligence》 |2011年第2期|p.235-259|共25页
  • 作者单位

    Decision Systems & e-Service Intelligence Lab, Centre for Quantum Computation & Intelligent Systems,School of Software, The Faculty of Information Technology, University of Technology, Sydney, Australia;

    Beijing University of Aeronautics and Astronautics, Beijing, China;

    Decision Systems & e-Service Intelligence Lab, Centre for Quantum Computation & Intelligent Systems,School of Software, The Faculty of Information Technology, University of Technology, Sydney, Australia;

    Key Laboratory of Intelligent Information Processing, Institute of Computing Technology,Chinese Academy of Sciences, Beijing, China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    decision-making model; rule sets; bilevel decision making; optimization algorithm;

    机译:决策模型;规则集;双层决策;优化算法;

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