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Multiobjective Optimization

Principles and Case Studies, Decision Engineering

Erschienen am 01.11.2010
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ISBN/EAN: 9783642072833
Sprache: Englisch
Auflage: 1. Auflage

Beschreibung

InhaltsangabeIntroduction: Multiobjective Optimization and Domination.- Scalar Methods.- Interactive Methods.- Fuzzy Methods.- Methods which use a Metaheuristic.- Decision Aid Methods.- Performances Measurement.- Test Functions of Multiobjective Optimization Methods.- Attempt to Classify Multiobjective Optimization Methods.- Case Study No.1: Qualification of Scientific Software.- Case Study No.2: Study of the Extension of a Telecommunication Network.- Case Study No.3: Multicriteria Decision Tools to Deal with Bids.- Conclusion.- References.- Index.

Autorenportrait

InhaltsangabeI Principles of multiobjective optimization methods.- 1 Introduction: multiobjective optimization and domination.- 2 Scalar methods.- 3 Interactive methods.- 4 Fuzzy methods.- 5 Multiobjective methods using metaheuristics.- 6 Decision aid methods.- II Evaluation of methods, and criteria for choice of method.- 7 Performance measurement.- 8 Test functions for multiobjective optimization methods.- 9 An attempt to classify multiobjective optimization methods.- III Case studies.- 10 Case study 1: qualification of scientific software.- 11 Case study 2: study of the extension of a telecommunication network.- 12 Case study 3: multicriteria decision tools to deal with bids.- 13 Conclusion.- References.

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