Robust Optimization for Multiobjective Programming Problems with Imprecise Information

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dc.contributor.authorHassanzadeh, Farhad
dc.contributor.authorNemati, Hamid
dc.contributor.authorSun, Minghe
dc.creator.orcidhttps://orcid.org/0000-0001-8503-9761en_US
dc.date.accessioned2023-04-03T16:30:01Z
dc.date.available2023-04-03T16:30:01Z
dc.date.issued2013
dc.description.abstractA robust optimization approach is proposed for generating nondominated robust solutions for multiobjective linear programming problems with imprecise coefficients in the objective functions and constraints. Robust optimization is used in dealing with impreciseness while an interactive procedure is used in eliciting preference information from the decision maker and in making tradeoffs among the multiple objectives. Robust augmented weighted Tchebycheff programs are formulated from the multiobjective linear programming model using the concept of budget of uncertainty. A linear counterpart of the robust augmented weighted Tchebycheff program is derived. Robust nondominated solutions are generated by solving the linearized counterpart of the robust augmented weighted Tchebycheff programs.en_US
dc.description.departmentManagement Science and Statisticsen_US
dc.identifier.citationHassanzadeh, F., Nemati, H., & Sun, M. (2013). Robust Optimization for Multiobjective Programming Problems with Imprecise Information. Procedia Computer Science, 17, 357-364. doi:https://doi.org/10.1016/j.procs.2013.05.046en_US
dc.identifier.issn1877-0509
dc.identifier.otherhttps://doi.org/10.1016/j.procs.2013.05.046
dc.identifier.urihttps://hdl.handle.net/20.500.12588/1806
dc.language.isoen_USen_US
dc.publisherElsevieren_US
dc.relation.ispartofseriesProcedia Computer Science, 17;
dc.rightsAttribution-NonCommercial-NoDerivs 3.0 United States*
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/3.0/us/*
dc.subjectmultiobjective programmingen_US
dc.subjectimprecise coefficientsen_US
dc.subjectrobust optimizationen_US
dc.subjectinteractive proceduresen_US
dc.titleRobust Optimization for Multiobjective Programming Problems with Imprecise Informationen_US
dc.typeArticleen_US

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