DagSemProc.04461.7.pdf
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Application Issues for Multiobjective Evolutionary Algorithms
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Dagstuhl Seminar Proceedings, Volume 4461
Series: Dagstuhl Seminar Proceedings (DagSemProc) - License:
Creative Commons Attribution 4.0 International license
- Publication Date: 2005-11-10
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Thomas Hanne. Application Issues for Multiobjective Evolutionary Algorithms. In Practical Approaches to Multi-Objective Optimization. Dagstuhl Seminar Proceedings, Volume 4461, pp. 1-11, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2005)
https://doi.org/10.4230/DagSemProc.04461.7
https://doi.org/10.4230/DagSemProc.04461.7
Abstract
In the talk, various issues of the design and application of multiobjective evolutionary algorithms for real-life optimization problems are discussed. In particular, questions on problem-specific data structures and evolutionary operators and the determination of method parameters are treated. Three application examples in the areas of constrained global optimization (electronic circuit design), semi-infinite programming (design centering problems), and discrete optimization (project scheduling) are discussed.
Keywords
- Multiobjective optimization
- Pareto set
- evolutionary algorithm
- discrete optimization
- continuous optimization
- electronic circuit design
- semi-infin
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