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1 Introduction 1
Pt. I Foundations of Evolutionary Computation
2 Evolutionary Algorithms 9
3 Self-Adaptation 29
Pt. II Self-Adaptive Operators
4 Biased Mutation for Evolution Strategies 51
5 Self-Adaptive Inversion Mutation 81
6 Self-Adaptive Crossover 97
Pt. III Constraint Handling
7 Constraint Handling Heuristics for Evolution Strategies 117
Pt. IV Summary
8 Summary and Conclusion 143
Pt. V Appendix
A Continuous Benchmark Functions 149
B Discrete Benchmark Functions 159
References 163
List of Figures 173
List of Tables 175
Index 179
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