Fuzzy Analytic Hierarchy Process in a Graphical Approach

被引:0
|
作者
Paweł Karczmarek
Witold Pedrycz
Adam Kiersztyn
机构
[1] Lublin University of Technology,Department of Computer Science
[2] University of Alberta,Department of Electrical and Computer Engineering
[3] King Abdulaziz University,Department of Electrical and Computer Engineering
[4] Polish Academy of Sciences,Systems Research Institute
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关键词
Analytic hierarchy process (AHP); Graphic interface; Fuzzy AHP; Particle swarm optimization (PSO); Non-linear transformation;
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摘要
Saaty’s analytic hierarchy process (AHP) is widely used in many decision-making problems such as a choice of alternatives, prioritization, or ranking. Despite being a valuable tool based on pairwise comparisons of a set of alternatives the method is strongly connected with numeric or linguistic descriptors of the preferences. This can form a limitation to the users who do not feel comfortable with numbers or words strictly related with the articulation of the meaning of preference, i.e., with a predefined scale. Therefore, in this study, we develop a comprehensive approach based on a simple graphic interface. The results and their consistency as well as stability of the method are examined. Moreover, through a suite of experiments we observe how the method works when a group of experts does not provide answers to all questions. Finally, we analyze four variants of non-linear transforms which are used to minimize the inconsistency ratio of the AHP (fuzzy AHP) process.
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页码:463 / 481
页数:18
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