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Growing Science » International Journal of Industrial Engineering Computations » Permutation based decision making under fuzzy environment using Tabu search

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International Journal of Industrial Engineering Computations

ISSN 1923-2934 (Online) - ISSN 1923-2926 (Print)
Quarterly Publication
Volume 3 Issue 3 pp. 301-312 , 2012

Permutation based decision making under fuzzy environment using Tabu search Pages 301-312 Right click to download the paper Download PDF

Authors: Mahdi Bashiri, Mehdi Koosha, Hossein Karimi

DOI: 10.5267/j.ijiec.2012.02.001

Keywords: Fuzzy decision making, NP-Hard, Permutation based decision making, Tabu search

Abstract: One of the techniques, which are used for Multiple Criteria Decision Making (MCDM) is the permutation. In the classical form of permutation, it is assumed that weights and decision matrix components are crisp. However, when group decision making is under consideration and decision makers could not agree on a crisp value for weights and decision matrix components, fuzzy numbers should be used. In this article, the fuzzy permutation technique for MCDM problems has been explained. The main deficiency of permutation is its big computational time, so a Tabu Search (TS) based algorithm has been proposed to reduce the computational time. A numerical example has illustrated the proposed approach clearly. Then, some benchmark instances extracted from literature are solved by proposed TS. The analyses of the results show the proper performance of the proposed method.

How to cite this paper
Bashiri, M., Koosha, M & Karimi, H. (2012). Permutation based decision making under fuzzy environment using Tabu search.International Journal of Industrial Engineering Computations , 3(3), 301-312.

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Journal: International Journal of Industrial Engineering Computations | Year: 2012 | Volume: 3 | Issue: 3 | Views: 3057 | Reviews: 0

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