Adaptive Differential Evolution A Robust Approach to Multimodal Problem Optimization
Optimization problems are ubiquitous in academic research and real-world applications wherever such resources as space, time and cost are limited. Researchers and practitioners need to solve problems fundamental to their daily work which, however, may show a variety of challenging characteristics su...
| Main Authors: | , |
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| Format: | eBook |
| Language: | English |
| Published: |
Berlin, Heidelberg
Springer Berlin Heidelberg
2009, 2009
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| Edition: | 1st ed. 2009 |
| Series: | Adaptation, Learning, and Optimization
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| Subjects: | |
| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- Related Work and Background
- Theoretical Analysis of Differential Evolution
- Parameter Adaptive Differential Evolution
- Surrogate Model-Based Differential Evolution
- Adaptive Multi-objective Differential Evolution
- Application to Winner Determination Problems in Combinatorial Auctions
- Application to Flight Planning in Air Traffic Control Systems
- Application to the TPM Optimization in Credit Decision Making
- Conclusions and Future Work