基于马尔可夫链和匹配思想的动态灰色随机决策方法

D. Luo, Min Liu
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引用次数: 0

摘要

针对方案的准则值为三参数区间数且准则存在不同自然状态的动态多准则决策问题,提出了一种动态灰色随机多准则决策方法。根据马尔可夫链的平稳分布思想,得到了自然可能性的最终状态。通过计算时间函数的重要度来集中时间信息。在此基础上,定义了三参数区间数的三单元连接数,构建了基于单噪比理论的优化模型,并根据备选方案的交互干扰进行了求解。然后,基于折衷思想给出综合准则权重,并通过比较单项对噪声的满意度值对备选方案进行排序。最后,通过实例说明了所提方法的可行性和合理性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Dynamic grey stochastic decision-making method based on Markov chain and “matching” thought
In view of dynamic multi-criteria decision-making problems, in which the criteria value of alternatives are three-parameters interval numbers and criteria exists different natural states, a dynamic grey stochastic multi-criteria decision-making method is proposed. According to the stationary distribution thought of Markov chain, the final state of natural possibility is obtained. The time information is concentrated by calculating the importance of time function. On this basis, the three-unit connection number of three-parameter interval number is defined, and the optimization models based on single to noise ratio theory are constructed and solved according to the interactive interference of alternatives. Then, the comprehensive criteria weights are given based on the compromise thought, and alternatives are sorted by comparing the values of satisfaction of single to noise. Finally, An illustrative example shows the feasibility and rationality of the proposed approach.
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