Multiobjective Optimization - Yann Collette, Patrick Siarry

Multiobjective Optimization

Principles and Case Studies
Buch | Hardcover
IX, 293 Seiten
2003 | 2004
Springer Berlin (Verlag)
978-3-540-40182-7 (ISBN)
85,59 inkl. MwSt
lt;p>This text offers many multiobjective optimization methods accompanied by analytical examples, and it treats problems not only in engineering but also operations research and management. It explains how to choose the best method to solve a problem and uses three primary application examples: optimization of the numerical simulation of an industrial process; sizing of a telecommunication network; and decision-aid tools for the sorting of bids.

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.

lt;p>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 students, engineers and scientists working in aerospace, automotive, and mechanical and civil engineering." (Stefan Jendo, Zentralblatt MATH, Vol. 1103 (5), 2007)

Erscheint lt. Verlag 8.8.2003
Reihe/Serie Decision Engineering
Zusatzinfo IX, 293 p.
Verlagsort Berlin
Sprache englisch
Maße 155 x 235 mm
Gewicht 565 g
Themenwelt Mathematik / Informatik Mathematik Angewandte Mathematik
Mathematik / Informatik Mathematik Wahrscheinlichkeit / Kombinatorik
Naturwissenschaften Physik / Astronomie
Schlagworte algorithm • Algorithmics • algorithms • Communication • Decision aid • fuzzy • Hardcover, Softcover / Mathematik/Wahrscheinlichkeitstheorie, Stochastik, Mathem • HC/Mathematik/Wahrscheinlichkeitstheorie, Stochastik, Mathematische Statistik • Metaheuristic • Metaheuristics • Multicriteria • Multiobjective • Multi-Objective Optimization • Operations Research • Optimierung • Optimization • Pareto domination • Simulation
ISBN-10 3-540-40182-2 / 3540401822
ISBN-13 978-3-540-40182-7 / 9783540401827
Zustand Neuware
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