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: | , |
---|---|
Format: | eBook |
Language: | English |
Published: |
Berlin, Heidelberg
Springer Berlin Heidelberg
2009, 2009
|
Edition: | 1st ed. 2009 |
Series: | Adaptation, Learning, and Optimization
|
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