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Improved Sampling of the Pareto-Front in Multiobjective Genetic Optimizations by Steady-State Evolution: A Pareto Converging Genetic Algorithm

โœ Scribed by Kumar, Rajeev; Rockett, Peter


Book ID
120606271
Publisher
MIT Press
Year
2002
Tongue
English
Weight
381 KB
Volume
10
Category
Article
ISSN
1063-6560

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Improved Sampling of the Pareto-Front in
โœ Kumar, Rajeev; Rockett, Peter ๐Ÿ“‚ Article ๐Ÿ“… 2002 ๐Ÿ› MIT Press ๐ŸŒ English โš– 381 KB

Previous work on multiobjective genetic algorithms has been focused on preventing genetic drift and the issue of convergence has been given little attention. In this paper, we present a simple steady-state strategy, Pareto Converging Genetic Algorithm (PCGA), which naturally samples the solution spa