基于三角模糊函数的TOPSIS及其在施工方案优化中的应用

Jian-wen Huang, Ting Zhang, Xing-xia Wang, Z. Liao
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引用次数: 4

摘要

决策问题是从所有可行的备选方案中找出最佳方案的过程。在某种程度上,决策者通常更自信地做出语言判断,而不是清晰的价值判断。本文的目的是将TOPSIS方法推广到具有三角模糊函数的决策问题中。本文将三角模糊函数引入到不确定条件下的多目标决策问题中,提出了模糊TOPSIS方法来求解具有主观语言变量的多目标决策问题。首先用三角模糊数来描述重要度和属性值;然后给出了利用模糊TOPSIS方法求解MODM问题的一般步骤。最后,通过一个案例来说明本文所提出的方法的实施过程。通过这种方法,我们为决策者提供了更多的信息,以做出更有力的决策。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
TOPSIS based on the triangular fuzzy function and its application in construction scheme optimization
A decision-making problem is the process of finding the best option from all of the feasible alternatives. To some extent, the decision-makers usually are more confident making linguistic judgments than crisp value judgments. The aim of this paper is to extend the technique for order preference by similarity to ideal solution(TOPSIS) method to decision-making problems with the triangular fuzzy function. In this paper the triangular fuzzy function is introduced into the multi-objective decision making(MODM) problem under uncertainty and the fuzzy TOPSIS approach is proposed to solve the MODM problem with subjective linguistic variables. First the triangular fuzzy numbers are used to describe the degree of importance and the attribute value. Then it gives the general steps of solving the MODM problem through the fuzzy TOPSIS approach. Finally, a case study is used to illustrate the procedure of the proposed approach at the end of the paper. With this approach, we provide decision-makers more information to make more powerful decision.
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