Description
Summary: | Comparing the three most prominent representatives of evolutionary algorithms - genetic algorithms, evolution strategies and evolutionary programming - this book examines the computational methods at the border between computer science and evolutionary biology. The algorithms are explained within a common framework, thereby clarifying the similarities and differences of these methods. The author also presents new results regarding the role of mutation and selection in genetic algorithms and uses a meta-evolutionary approach to confirm some of the theoretical results.
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Item Description: | Previously issued in print: 1996. |
Physical Description: | 1 online resource (xii, 314 pages) : illustrations. |
Audience: | Specialized. |
Bibliography: | Includes bibliographical references and index. |
ISBN: | 9780197560921 (ebook) 019756092X (ebook) |
Source of Description, Etc. Note: | Description based on print version record and publisher information |