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Article type: Research Article
Authors: Kouchakinejad, Fatemea | Khorram, Esmaileb; * | Mashinchi, Mashaalahc
Affiliations: [a] Department of Mathematics, Graduate University of Advanced Technology, Kerman, Iran | [b] Faculty of Mathematics and Computer Sciences, Amirkabir University of Technology, Tehran, Iran | [c] Department of Statistics, Faculty of Mathematics and Computer Sciences, Shahid Bahonar University, Kerman, Iran
Correspondence: [*] Correspondence to: Esmaile Khorram, Faculty of Mathematics and Computer Sciences, Amirkabir University of Technology, Tehran, Iran. Tel./Fax:+98 21 64542549; E-mails: [email protected] (E. Khorram), [email protected] (F. Kouchakinejad), [email protected] (M. Mashinchi).
Abstract: An optimization problem of a linear objective function subject to a system of fuzzy relational inequalities based on max-average composition and fuzzy inequality is presented. This problem is converted to a new one with ordinary inequalities by using linear membership functions and Bellman-Zadeh decision. Then, dimension of the last problem is reduced and an algorithm is presented to generate the optimal solution of the initial optimization problem. Two numerical examples are given to illustrate the steps of the algorithm. Some aspects of sensitivity analysis of the problem is investigated.
Keywords: Fuzzy inequality, fuzzy relational inequalities, linear objective function optimization, max-average composition, sensitivity analysis
DOI: 10.3233/IFS-141361
Journal: Journal of Intelligent & Fuzzy Systems, vol. 29, no. 2, pp. 635-645, 2015
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