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Designing Evolutionary Algorithms for Dynamic Environments
Ronald W. Morrison
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Description for Designing Evolutionary Algorithms for Dynamic Environments
Hardback. The robust capability of Evolutionary Algorithms (EAs) to find solutions to difficult problems has permitted them to become the optimization and search techniques for many practical static problems. This book addresses the issues involved in the design of EAs that operate in dynamic environments without human intervention. Series: Natural Computing Series. Num Pages: 149 pages, 82 black & white illustrations, biography. BIC Classification: UMB. Category: (P) Professional & Vocational. Dimension: 229 x 152 x 11. Weight in Grams: 415.
The robust capability of evolutionary algorithms (EAs) to find solutions to difficult problems has permitted them to become popular as optimization and search techniques for many industries. Despite the success of EAs, the resultant solutions are often fragile and prone to failure when the problem changes, usually requiring human intervention to keep the EA on track. Since many optimization problems in engineering, finance, and information technology require systems that can adapt to changes over time, it is desirable that EAs be able to respond to changes in the environment on their own. This book provides an analysis of what an ... Read more
The robust capability of evolutionary algorithms (EAs) to find solutions to difficult problems has permitted them to become popular as optimization and search techniques for many industries. Despite the success of EAs, the resultant solutions are often fragile and prone to failure when the problem changes, usually requiring human intervention to keep the EA on track. Since many optimization problems in engineering, finance, and information technology require systems that can adapt to changes over time, it is desirable that EAs be able to respond to changes in the environment on their own. This book provides an analysis of what an ... Read more
Product Details
Format
Hardback
Publication date
2004
Publisher
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG Germany
Number of pages
149
Condition
New
Series
Natural Computing Series
Number of Pages
149
Place of Publication
Berlin, Germany
ISBN
9783540212317
SKU
V9783540212317
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
About Ronald W. Morrison
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 ... Read more
Reviews for Designing Evolutionary Algorithms for Dynamic Environments
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 ... Read more