Rule sets based bilevel decision model and algorithm

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dc.contributor.author Zheng, Zheng en_US
dc.contributor.author Lu, Jie en_US
dc.contributor.author Zhang, Guangquan en_US
dc.contributor.author He, Q en_US
dc.contributor.editor en_US
dc.date.accessioned 2010-05-28T09:46:32Z
dc.date.available 2010-05-28T09:46:32Z
dc.date.issued 2009 en_US
dc.identifier 2007000317 en_US
dc.identifier.citation Zheng Zheng et al. 2009, 'Rule sets based bilevel decision model and algorithm', Elsevier Science, vol. 36, no. 1, pp. 18-26. en_US
dc.identifier.issn 0957-4174 en_US
dc.identifier.other C1 en_US
dc.identifier.uri http://hdl.handle.net/10453/8947
dc.description.abstract Bilevel decision addresses the problem in which two levels of decision makers, each tries to optimize their individual objectives under certain constraints, act and react in an uncooperative, sequential manner. As bilevel decision making often involves many uncertain factors in real world problems, it is hard to formulate the objective functions and constraints of the leader and the follower in modelling a real bilevel decision problem. This study explores a new approach that uses rule sets to formulate a bilevel decision problem. It first develops related theories to prove the feasibility to model a bilevel decision problem by rule sets. It then proposes an algorithm to describe the modelling process. A case study is discussed to illustrate the functions and effectiveness of the proposed rule sets based bilevel decision modelling algorithm. en_US
dc.language en_US
dc.publisher Elsevier Science en_US
dc.relation.isbasedon http://dx.doi.org/10.1016/j.eswa.2007.09.011 en_US
dc.title Rule sets based bilevel decision model and algorithm en_US
dc.parent Expert Systems with Applications en_US
dc.journal.volume 36 en_US
dc.journal.number 1 en_US
dc.publocation New York, USA en_US
dc.identifier.startpage 18 en_US
dc.identifier.endpage 26 en_US
dc.cauo.name FEIT.School of Software en_US
dc.conference Verified OK en_US
dc.for 080605 en_US
dc.personcode 0000035947 en_US
dc.personcode 001038 en_US
dc.personcode 020014 en_US
dc.personcode 0000028586 en_US
dc.percentage 100 en_US
dc.classification.name Decision Support and Group Support Systems en_US
dc.classification.type FOR-08 en_US
dc.edition en_US
dc.custom en_US
dc.date.activity en_US
dc.location.activity en_US
dc.description.keywords Rule sets; Bilevel programming; Uncertainty bilevel decision making; Decision model; Rough sets en_US


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