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Multiobjective optimization : principles and case studies

Author: Yann Collette; Patrick Siarry
Publisher: Berlin ; New York : Springer, ©2003.
Series: Decision engineering.
Edition/Format:   Print book : EnglishView all editions and formats
Database:WorldCat
Summary:

Offers many multiobjective optimization methods accompanied by analytical examples. This title explains how to choose the method to solve a problem and uses three primary application examples:  Read more...

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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Yann Collette; Patrick Siarry
ISBN: 3540401822 9783540401827 3642072836 9783642072833
OCLC Number: 52231353
Description: x, 317 pages : illustrations ; 24 cm.
Contents: I 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.
Series Title: Decision engineering.
Responsibility: Yann Collette, Patrick Siarry.
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From the reviews: "Multiobjective optimization allows a degree of freedom, which is lacking in mono-objective optimization. ... The book is accessible to the novice and expert ... and can be used by Read more...

 
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