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Fuzzy goal programming for multi-level multi-objective problem: an additive model

Arbaiy, Nureize and Watada, Junzo (2011) Fuzzy goal programming for multi-level multi-objective problem: an additive model. In: Software Engineering and Computer Systems, Second International Conference, ICSECS 2011, Kuantan Pahang, Malaysia, June 27-29, 2011, Proceedings, Part II. Springer-Verlag Berlin Heidelberg, pp. 81-95. (Unpublished)

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Abstract

This coordination of decision authority is noteworthy especially in a complex multi-level structured organization, which faces multi-objective problems to achieve overall organization targets. However, the standard formulation of mathematical programming problems assumes that a single decision maker made the decisions. Nevertheless it should be appropriate to establish the formulations of mathematical models based on multi-level programming method embracing multiple objectives. Yet, it is realized that sometimes estimating the coefficients of objective functions in the multi-objective model are difficult when the statistical data contain random and fuzzy information. Hence, this paper proposes a fuzzy goal programming additive model, to solve a multi-level multi-objective problem in a fuzzy environment, which can attain a satisfaction solution. A numerical example of production planning problem illustrates the solution. A numerical example of production planning problem illustrates the proposed solution approach and highlights its advantages that consider the inherent uncertainties in developing the multi-level multi-objective model.

Item Type: Book Section
Subjects: Q Science > QA Mathematics > QA63 Problem solving
Divisions: Faculty of Computer Science and Information Technology > Department of Software Engineering
Depositing User: Normajihan Abd. Rahman
Date Deposited: 21 Feb 2013 04:43
Last Modified: 21 Feb 2013 04:43
URI: http://eprints.uthm.edu.my/id/eprint/3038
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