Overview
- The first book focusing on robustness, stability, and performance of EAs in dynamic environments
- Includes supplementary material: sn.pub/extras
Part of the book series: Natural Computing Series (NCS)
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Table of contents (10 chapters)
Reviews
From the reviews:
"This book is a monograph explaining the research performed by the author in the field of dynamic search algorithms. … Overall, the work is presented in a clear manner and gives a useful introduction to what is likely to be a major area of development in the field of evolutionary algorithms. I would definitely recommend the book to all workers in this field who want a clear but rapid overview … ." (G. F. Page, Robotica, Vol. 24, 2006)
Authors and Affiliations
About the author
Dr. Morrison has been at Mitretek Systems for four years as a Senior Manager and Fellow. He currently serves as an advisor to U.S. government officials regarding advanced software development projects. Previously, Dr. Morrison was Chief Scientist for the SWL division at GRC International, where he was responsible for product development and innovation involving new techniques and applications in the areas of data visualization, computational intelligence, machine learning, and high-speed decision support systems. His accomplishments at GRCI include the creation of a novel genetic-algorithm based decision-support system for commodity traders, development of a method for integrating quantitative and qualitative information for a U.S. government agency, and the framework design for a commercial software-based intelligent agent for use by the Defense Advanced Research Projects Agency. Before joining GRCI, Dr. Morrison was Director of Software Engineering at Hughes Training, Inc., developing high-fidelity, real-time flight simulators for U.S. and foreign military customers.
Dr. Morrison has presented multiple papers at major internatinal conferences on Evolutionary Compuation, has served as the Technical Director for the Software Program Manager's Network and is a past member of the Airlie Software Council. He was an invited speaker at the initial meeting of the Narional Software Alliance in 1998 and at the AIE-sponsored Annual Conference on Software Metrics. He holds a B.S. in Aeronautical and Astronautical Engineering from Purdue University, an M.B.A. from Southern Illinois University, and a Ph.D. in Information Technology from George Mason University.
Bibliographic Information
Book Title: Designing Evolutionary Algorithms for Dynamic Environments
Authors: Ronald W. Morrison
Series Title: Natural Computing Series
DOI: https://doi.org/10.1007/978-3-662-06560-0
Publisher: Springer Berlin, Heidelberg
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eBook Packages: Springer Book Archive
Copyright Information: Springer-Verlag Berlin Heidelberg 2004
Hardcover ISBN: 978-3-540-21231-7Published: 15 June 2004
Softcover ISBN: 978-3-642-05952-0Published: 04 December 2010
eBook ISBN: 978-3-662-06560-0Published: 29 June 2013
Series ISSN: 1619-7127
Series E-ISSN: 2627-6461
Edition Number: 1
Number of Pages: XII, 149
Number of Illustrations: 82 b/w illustrations
Topics: Programming Techniques, Logics and Meanings of Programs, Artificial Intelligence