Evolutionary Multi-Criterion Optimization
8th International Conference, EMO 2015, Guimarães, Portugal, March 29 --April 1, 2015. Proceedings, Part II
Editors: Gaspar-Cunha, António, Henggeler Antunes, Carlos, Coello Coello, Carlos A. (Eds.)
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- About this book
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This book constitutes the refereed proceedings of the 8th International Conference on Evolutionary Multi-Criterion Optimization, EMO 2015 held in Guimarães, Portugal in March/April 2015. The 68 revised full papers presented together with 4 plenary talks were carefully reviewed and selected from 90 submissions. The EMO 2015 aims to continue these type of developments, being the papers presented focused in: theoretical aspects, algorithms development, many-objectives optimization, robustness and optimization under uncertainty, performance indicators, multiple criteria decision making and real-world applications.
- Table of contents (39 chapters)
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Evolutionary Many-Objective Optimization Based on Kuhn-Munkres’ Algorithm
Pages 3-17
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An Optimality Theory Based Proximity Measure for Evolutionary Multi-Objective and Many-Objective Optimization
Pages 18-33
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U-NSGA-III: A Unified Evolutionary Optimization Procedure for Single, Multiple, and Many Objectives: Proof-of-Principle Results
Pages 34-49
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Clustering Based Parallel Many-Objective Evolutionary Algorithms Using the Shape of the Objective Vectors
Pages 50-64
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Faster Exact Algorithms for Computing Expected Hypervolume Improvement
Pages 65-79
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Table of contents (39 chapters)
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Bibliographic Information
- Bibliographic Information
-
- Book Title
- Evolutionary Multi-Criterion Optimization
- Book Subtitle
- 8th International Conference, EMO 2015, Guimarães, Portugal, March 29 --April 1, 2015. Proceedings, Part II
- Editors
-
- António Gaspar-Cunha
- Carlos Henggeler Antunes
- Carlos A. Coello Coello
- Series Title
- Theoretical Computer Science and General Issues
- Series Volume
- 9019
- Copyright
- 2015
- Publisher
- Springer International Publishing
- Copyright Holder
- Springer International Publishing Switzerland
- eBook ISBN
- 978-3-319-15892-1
- DOI
- 10.1007/978-3-319-15892-1
- Softcover ISBN
- 978-3-319-15891-4
- Edition Number
- 1
- Number of Pages
- XVII, 591
- Number of Illustrations
- 204 b/w illustrations
- Topics
