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Designing Evolutionary Algorithms for Dynamic Environments [Hardcover]

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Item description for Designing Evolutionary Algorithms for Dynamic Environments by Ronald W. Morrison...

The robust capability of Evolutionary Algorithms (EAs) to find solutions to difficult problems has permitted them to become the optimization and search techniques of choice for many practical static problems.

Despite this success in many different environments, EAs are often prone to failure when subjected to even small changes in the problem. Effective solutions for many real-world engineering and economic problems require systems that adapt to changes over time.

This book addresses the issues involved in the design of EAs that successfully operate in dynamic environments without human intervention, and provides a method for creating EAs for these environments.

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Item Specifications...

Pages   148
Est. Packaging Dimensions:   Length: 0.75" Width: 6.25" Height: 9.25"
Weight:   0.8 lbs.
Binding  Hardcover
Release Date   Nov 18, 2004
Publisher   Springer
ISBN  3540212310  
ISBN13  9783540212317  

Availability  0 units.

More About Ronald W. Morrison

Register your artisan biography and upload your photo! 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.

Ronald W. Morrison currently resides in Falls Church.

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Product Categories

1Books > Calendars > Arts
2Books > Special Features > New & Used Textbooks > Computer Science & Information Systems > Artificial Intelligence
3Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > Computer Mathematics
4Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > General
5Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > Heuristic & Constrained Search
6Books > Subjects > Computers & Internet > Computer Science > Software Engineering > Information Systems
7Books > Subjects > Computers & Internet > General
8Books > Subjects > Computers & Internet > Hardware > Microprocessors & System Design > Computer Design
9Books > Subjects > Computers & Internet > Programming > Algorithms > General
10Books > Subjects > Computers & Internet > Programming > Algorithms > Genetic
11Books > Subjects > Science > Mathematics > Applied

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