Advances in Differential Evolution / Edition 1

Advances in Differential Evolution / Edition 1

by Uday K. Chakraborty
     
 

Differential evolution is arguably one of the hottest topics in today's computational intelligence research. This book seeks to present a comprehensive study of the state-of-the-art in this technology and also directions for future research.

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Overview

Differential evolution is arguably one of the hottest topics in today's computational intelligence research. This book seeks to present a comprehensive study of the state-of-the-art in this technology and also directions for future research.

Product Details

ISBN-13:
9783540688273
Publisher:
Springer Berlin Heidelberg
Publication date:
07/23/2008
Series:
Studies in Computational Intelligence Series, #143
Edition description:
2008
Pages:
339
Product dimensions:
6.30(w) x 9.50(h) x 1.00(d)

Table of Contents

Differential Evolution Research – Trends and Open Questions.- Eliminating Drift Bias from the Differential Evolution Algorithm.- An Analysis of the Control Parameters’ Adaptation in DE.- Stopping Criteria for Differential Evolution in Constrained Single-Objective Optimization.- Constrained Optimization by ? Constrained Differential Evolution with Dynamic ?-Level Control.- Opposition-Based Differential Evolution.- Multi-objective Optimization Using Differential Evolution: A Survey of the State-of-the-Art.- A Review of Major Application Areas of Differential Evolution.- The Differential Evolution Algorithm as Applied to Array Antennas and Imaging.- Applications of Differential Evolution in Power System Optimization.- Self-adaptive Differential Evolution Using Chaotic Local Search for Solving Power Economic Dispatch with Nonsmooth Fuel Cost Function.- An Adaptive Differential Evolution Algorithm with Opposition-Based Mechanisms, Applied to the Tuning of a Chess Program.- Differential Evolution for the Offline and Online Optimization of Fed-Batch Fermentation Processes.- Worst Case Analysis of Control Law for Re-entry Vehicles Using Hybrid Differential Evolution.

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