An alpha-fuzzy goal approximate algorithm for solving fuzzy multiple objective linear programming problems

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dc.contributor.author Lu, Jie en_US
dc.contributor.author Ruan, Da en_US
dc.contributor.author Wu, Fengiie en_US
dc.contributor.author Zhang, Guangquan en_US
dc.date.accessioned 2009-12-21T02:31:22Z
dc.date.available 2009-12-21T02:31:22Z
dc.date.issued 2007 en_US
dc.identifier 2006010579 en_US
dc.identifier.citation Lu Jie et al. 2007, 'An alpha-fuzzy goal approximate algorithm for solving fuzzy multiple objective linear programming problems', Springer Berlin / Heidelberg, vol. 11, no. 3, pp. 259-267. en_US
dc.identifier.issn 1432-7643 en_US
dc.identifier.other C1 en_US
dc.identifier.uri http://hdl.handle.net/10453/4019
dc.description.abstract Multiple conflicting objectives in many decision making problems can be well described by multiple objective linear programming (MOLP) models. This paper deals with the vague and imprecise information in a multiple objective problem by fuzzy numbers to represent parameters of an MOLP model. This so-called fuzzy MOLP (or FMOLP) model will reflect some uncertainty in the problem solution process since most decision makers often have imprecise goals for their decision objectives. This study proposes an approximate algorithm based on a fuzzy goal optimization under the satisfactory degree alpha to handle both fuzzy and imprecise issues. The concept of a general fuzzy number is used in the proposed algorithm for an FMOLP problem with fuzzy parameters. As a result, this algorithm will allow decision makers to provide fuzzy goals in any form of membership functions. en_US
dc.publisher Springer Berlin / Heidelberg en_US
dc.title An alpha-fuzzy goal approximate algorithm for solving fuzzy multiple objective linear programming problems en_US
dc.parent Soft Computing - A Fusion of Foundations, Methodologies and Applications en_US
dc.journal.volume 11 en_US
dc.journal.number 3 en_US
dc.publocation The Netherlands en_US
dc.identifier.startpage 259 en_US
dc.identifier.endpage 267 en_US
dc.cauo.name FEIT.School of Software en_US
dc.conference Verified OK en_US
dc.for 080105 en_US
dc.personcode 001038 en_US
dc.personcode 100450 en_US
dc.personcode 994932 en_US
dc.personcode 020014 en_US
dc.percentage 100 en_US
dc.classification.name Expert Systems en_US
dc.classification.type FOR-08 en_US
dc.location.activity ISI:000241456100007 en_US
dc.description.keywords optimization; multiple objective linear programming; fuzzy multiple objective linear programming; approximate; algorithm en_US
dc.staffid 020014 en_US


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