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Parameter Setting in Evolutionary Algorithms

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Cover of 'Parameter Setting in Evolutionary Algorithms'

Table of Contents

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    Book Overview
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    Chapter 1 Parameter Setting in EAs: a 30 Year Perspective
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    Chapter 2 Parameter Setting in Evolutionary Algorithms
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    Chapter 3 Self-Adaptation in Evolutionary Algorithms
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    Chapter 4 Adaptive Strategies for Operator Allocation
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    Chapter 5 Sequential Parameter Optimization Applied to Self-Adaptation for Binary-Coded Evolutionary Algorithms
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    Chapter 6 Combining Meta-EAs and Racing for Difficult EA Parameter Tuning Tasks
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    Chapter 7 Genetic Programming: Parametric Analysis of Structure Altering Mutation Techniques
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    Chapter 8 Parameter Sweeps for Exploring Parameter Spaces of Genetic and Evolutionary Algorithms
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    Chapter 9 Adaptive Population Sizing Schemes in Genetic Algorithms
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    Chapter 10 Population Sizing to Go: Online Adaptation Using Noise and Substructural Measurements
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    Chapter 11 Parameter-less Hierarchical Bayesian Optimization Algorithm
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    Chapter 12 Evolutionary Multi-Objective Optimization Without Additional Parameters
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    Chapter 13 Parameter Setting in Parallel Genetic Algorithms
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    Chapter 14 Parameter Setting in Evolutionary Algorithms
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    Chapter 15 Parameter Setting in Evolutionary Algorithms
Attention for Chapter 4: Adaptive Strategies for Operator Allocation
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