Adaptive Differential Evolution: A Robust Approach to Multimodal Problem Optimization

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Springer Science & Business Media, Jul 9, 2009 - Mathematics - 164 pages
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The fundamental theme of this book is theoretical study of differential evolution and algorithmic analysis of parameter adaptive schemes. The book offers real-world insights into a variety of large-scale complex industrial applications.

 

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Contents

Introduction
1
Related Work and Background
5
Theoretical Analysis of Differential Evolution
15
Parameter Adaptive Differential Evolution
39
Surrogate ModelBased Differential Evolution
83
Adaptive Multiobjective Differential Evolution
94
Application to Winner Determination Problems in Combinatorial Auctions
115
Application to Flight Planning in Air Traffic Control Systems
126
Application to the TPM Optimization in Credit Decision Making
135
Conclusions and Future Work
147
References
151
Index
162
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