Rule sets based bilevel decision model and algorithm

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Show simple item record Zheng, Z Lu, J Zhang, G He, Q 2010-05-28T09:46:32Z 2009-01
dc.identifier.citation Expert Systems with Applications, 2009, 36 (1), pp. 18 - 26
dc.identifier.issn 0957-4174
dc.identifier.other C1 en_US
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.
dc.publisher Elsevier Science
dc.relation.isbasedon 10.1016/j.eswa.2007.09.011
dc.title Rule sets based bilevel decision model and algorithm
dc.type Journal Article
dc.parent Expert Systems with Applications
dc.journal.volume 1
dc.journal.volume 36
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 FEIT.School of Software en_US
dc.conference Verified OK en_US
dc.for 080605 Decision Support and Group Support Systems
dc.personcode 001038
dc.personcode 020014
dc.percentage 100 en_US Decision Support and Group Support Systems en_US
dc.classification.type FOR-08 en_US
dc.edition en_US
dc.custom en_US en_US
dc.location.activity en_US
dc.description.keywords Rule sets; Bilevel programming; Uncertainty bilevel decision making; Decision model; Rough sets en_US
dc.description.keywords Rule sets
dc.description.keywords Bilevel programming
dc.description.keywords Uncertainty bilevel decision making
dc.description.keywords Decision model
dc.description.keywords Rough sets
pubs.embargo.period Not known
pubs.organisational-group /University of Technology Sydney
pubs.organisational-group /University of Technology Sydney/Faculty of Engineering and Information Technology
pubs.organisational-group /University of Technology Sydney/Strength - Quantum Computation and Intelligent Systems
utslib.copyright.status Closed Access 2015-04-15 12:17:09.805752+10
utslib.collection.history Closed (ID: 3)

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