Parameter Setting in Evolutionary Algorithms 2007

Fernando G. Lobo, Cláudio F. Lima, Zbigniew Michalewicz (Eds.): Parameter Setting in Evolutionary Algorithms. Studies in Computational Intelligence Vol. 54 Springer 2007, ISBN 978-3-540-69431-1 BibTeX

Kenneth DeJong:
Parameter Setting in EAs: a 30 Year Perspective. 1-18
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A. E. Eiben, Zbigniew Michalewicz, Marc Schoenauer, J. E. Smith:
Parameter Control in Evolutionary Algorithms. 19-46
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Silja Meyer-Nieberg, Hans-Georg Beyer:
Self-Adaptation in Evolutionary Algorithms. 47-75
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Dirk Thierens:
Adaptive Strategies for Operator Allocation. 77-90
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Mike Preuss, Thomas Bartz-Beielstein:
Sequential Parameter Optimization Applied to Self-Adaptation for Binary-Coded Evolutionary Algorithms. 91-119
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Bo Yuan, Marcus Gallagher:
Combining Meta-EAs and Racing for Difficult EA Parameter Tuning Tasks. 121-142
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Alan Piszcz, Terence Soule:
Genetic Programming: Parametric Analysis of Structure Altering Mutation Techniques. 143-160
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Michael E. Samples, Matthew J. Byom, Jason M. Daida:
Parameter Sweeps for Exploring Parameter Spaces of Genetic and Evolutionary Algorithms. 161-184
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Fernando G. Lobo, Cláudio F. Lima:
Adaptive Population Sizing Schemes in Genetic Algorithms. 185-204
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Tian-Li Yu, Kumara Sastry, David E. Goldberg:
Population Sizing to Go: Online Adaptation Using Noise and Substructural Measurements. 205-223
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Martin Pelikan, Alexander K. Hartmann, Tz-Kai Lin:
Parameter-less Hierarchical Bayesian Optimization Algorithm. 225-239
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Kalyanmoy Deb:
Evolutionary Multi-Objective Optimization Without Additional Parameters. 241-257
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Erick Cantú-Paz:
Parameter Setting in Parallel Genetic Algorithms. 259-276
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Zbigniew Michalewicz, Martin Schmidt:
Parameter Control in Practice. 277-294
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Neal Wagner, Zbigniew Michalewicz:
Parameter Adaptation for GP Forecasting Applications. 295-309
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