Adaptive Differential Evolution: A Robust Approach to Multimodal Problem Optimization

By Jingqiao Zhang and Arthur C. Sanderson

Book Overview

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.

• Format: Paperback
• Language: English
• ISBN: 3642260217
• ISBN13: 9783642260216
• Release Date: May 2012
• Publisher: Springer
• Length: 164 Pages
• Weight: 0.55 lbs.
• Dimensions: 0.4" x 6.1" x 9.0"