Multiobjective optimization : principles and case studies
From whatever domain they come, engineers are faced daily with optimization problems that requires conflicting objectives to be met. This monograph systematically presents several multiobjective optimization methods accompanied by many analytical examples. Each method or definition is clarified, when possible, by an illustration. Multiobjective Optimization treats not only engineering problems, e.g in mechanics, but also problems arising in operations research and management. It explains how to choose the most suitable method to solve a given 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. This book is intended for engineering students, and those in applied mathematics, algorithmics, economics (operational research), production management, and computer scientists. TOC:Introduction: 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.
- Location
-
Deutsche Nationalbibliothek Frankfurt am Main
- ISBN
-
9783540401827
3540401822
- Dimensions
-
24 cm
- Extent
-
X, 317 S.
- Language
-
Englisch
- Notes
-
graph. Darst.
Literaturverz. S. 293 - 313
- Keyword
-
Mehrkriterielle Optimierung
- Event
-
Veröffentlichung
- (where)
-
Berlin, Heidelberg, New York, Hong Kong, London, Milan, Paris, Tokyo
- (who)
-
Springer
- (when)
-
2003
- Creator
- Table of contents
- Rights
-
Bei diesem Objekt liegt nur das Inhaltsverzeichnis digital vor. Der Zugriff darauf ist unbeschränkt möglich.
- Last update
-
11.03.2025, 12:32 PM CET
Data provider
Deutsche Nationalbibliothek. If you have any questions about the object, please contact the data provider.
Associated
- Collette, Yann
- Siarry, Patrick
- Springer
Time of origin
- 2003
Other Objects (12)
Benchmarking evolutionary multiobjective optimization algorithms
Multiobjective optimization and language equations
RB-Based Hierarchical Multiobjective Optimization
Multiobjective Optimization and Language Equations
Multiobjective optimization under uncertainty: a multiobjective robust (relative) regret approach
Multiobjective and stochastic optimization based on parametric optimization
Lighting design : principles, implementation, case studies
Multiobjective optimization : interactive and evolutionary approaches
Multi-objective optimization shapes ecological variation
Multi-objective optimization shapes ecological variation
Hypervolume based metaheuristics for multiobjective optimization
Duality and optimality in multiobjective optimization
Benchmarking evolutionary multiobjective optimization algorithms
Multiobjective optimization and language equations
RB-Based Hierarchical Multiobjective Optimization
Multiobjective Optimization and Language Equations
Multiobjective optimization under uncertainty: a multiobjective robust (relative) regret approach
Multiobjective and stochastic optimization based on parametric optimization
Lighting design : principles, implementation, case studies
Multiobjective optimization : interactive and evolutionary approaches
Multi-objective optimization shapes ecological variation
Multi-objective optimization shapes ecological variation
Hypervolume based metaheuristics for multiobjective optimization
Duality and optimality in multiobjective optimization
Benchmarking evolutionary multiobjective optimization algorithms
Multiobjective optimization and language equations
RB-Based Hierarchical Multiobjective Optimization
Multiobjective Optimization and Language Equations
Multiobjective optimization under uncertainty: a multiobjective robust (relative) regret approach
Multiobjective and stochastic optimization based on parametric optimization
Lighting design : principles, implementation, case studies
Multiobjective optimization : interactive and evolutionary approaches
Multi-objective optimization shapes ecological variation
Multi-objective optimization shapes ecological variation
Hypervolume based metaheuristics for multiobjective optimization