基于概率论的多准则决策的一种简单方法

M. Zheng, H. Teng, Yi Wang
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引用次数: 0

摘要

本文首先提出了有利概率的新概念,并在概率论的基础上提出了多准则决策的简化方法。假设在多准则决策中,所有方案的绩效指标均可分为有利和不利两种类型,并且各方案的绩效指标对部分有利概率的贡献与其有利或不利的类型呈正相关或负相关的线性关系;在备选组中对具有相同物理意义的各性能指标的偏有利概率进行归一化;一种选择的所有部分有利概率的乘积等于该选择的总有利概率。因此,在多准则决策中,可以根据各方案的总有利概率对各方案进行比较排序。作为该方法的具体应用实例,给出了住宅有效墙体、项目经理和建筑工程承包商的多准则选择定量评价,取得了满意的结果。
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A SIMPLE APPROACH FOR MULTI-CRITERIA DECISION-MAKING ON BASIS OF PROBABILITY THEORY
In the present paper, a new concept of favorable probability is proposed first, and a simplified approach for multi-criteria decision-making is developed on basis of probability theory. It assumes that all the performance indexes of all alternatives can be divided into beneficial and unbeneficial types in the multi-criteria decision-making, and each performance index of all alternative makes its contribution to a partial favorable probability in positively or negatively correlative manners linearly upon its type of beneficial or unbeneficial; the partial favorable probability of each performance index with the same physical meaning is normalized in the alternative group; the product of all partial favorable probability of an alternative makes the total favorable probability of the alternative. As a consequence, all the alternatives can be ranked according to their total favorable probability comparatively in the multi-criteria decision-making. As application examples of the new method, the quantitative assessment of multi-criteria selection for effective dwelling house walls, project managers and contractor for construction works are given in detail, satisfied results are obtained.
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审稿时长
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