Evolutionary algorithms in theory and practice: evolution strategies, evolutionary programming, genetic algorithms
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Bibliographic Details
Main Author: Bäck, Thomas (Author)
Format: Electronic eBook
Language:English
Published: New York Oxford University Press 1996
Subjects:
Links:http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=287536
Item Description:Includes bibliographical references (pages 293-305) and index
1. Organic Evolution and Problem Solving -- 2. Specific Evolutionary Algorithms -- 3. Artificial Landscapes -- 4. An Empirical Comparison -- 5. Selection -- 6. Mutation -- 7. An Experiment in Meta-Evolution -- App. A Data for the Fletcher-Powell Function -- App. B Data from Selection Experiments -- App. C Software -- App. D The Multiprocessor Environment -- App. E Mathematical Symbols
PART I: Comparison of Evolutionary Algorithms. 1. Organic Evolution and Problem Solving. 2. Specific Evolutionary Algorithms. 3. Artificial Landscapes. 4. An Empirical Comparison. PART II: Extending Genetic Algorithms. 5. Selection. 6. Mutation. 7. An Experiment in Meta-Evolution
Physical Description:1 Online-Ressource (xii, 314 pages)
ISBN:9780195356700
0195356705
9780195099713