场景规划作为TOPSIS的一个新的应用领域

IF 0.7 Q4 OPERATIONS RESEARCH & MANAGEMENT SCIENCE
Helena Gaspars-Wieloch
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引用次数: 0

摘要

TOPSIS是一种应用于确定性下多准则决策(M-DMC)的方法。然而,最近在文献中揭示了该领域与基于场景的不确定性下的单准则决策(1-DMU)之间的一些类比。因此,上述相似之处提供了将TOPSIS调整到另一个领域的可能性。本文的目标是在TOPSIS思想的基础上,提出一种求解参数不确定问题的新方法。在建议的方法中,标准权重(在TOPSIS中声明)被每个场景估计的主观发生机会所取代。该方法与现有的针对不确定条件下单准则决策的经典决策规则相比具有优势,因为在该过程中,与给定选项相关的每个收益都与正理想解和负理想解相比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Scenario planning as a new application area for TOPSIS
TOPSIS is a well-known approach applied to multi-criteria decision-making under certainty (M-DMC). However, recently, some analogies between this domain and scenario-based one-criterion decision-making under uncertainty (1-DMU) have been revealed in the literature. Thus, the similarities aforementioned give the possibility to adjust TOPSIS to another area. The goal of the paper is to create a new method for problems with non-deterministic parameters on the basis of TOPSIS ideas. In the suggested approach criteria weights (declared within TOPSIS) are replaced by subjective chances of occurrence which are estimated for each scenario. The novel method has an advantage over existing classical decision rules designed for 1-criterion decision-making under uncertainty since within this procedure each payoff connected with a given option is compared with the positive and negative-ideal solutions.
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来源期刊
Operations Research and Decisions
Operations Research and Decisions OPERATIONS RESEARCH & MANAGEMENT SCIENCE-
CiteScore
1.00
自引率
25.00%
发文量
16
审稿时长
15 weeks
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