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portada Introduction to Evolutionary Computing (Natural Computing Series)
Type
Physical Book
Publisher
Author
Year
2015
Language
English
Pages
287
Format
Hardcover
ISBN13
9783662448731
Edition No.
2
Categories

Introduction to Evolutionary Computing (Natural Computing Series)

A.e. Eiben; J.e. Smith (Author) · Springer · Hardcover

Introduction to Evolutionary Computing (Natural Computing Series) - A.E. Eiben; J.E. Smith

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Synopsis "Introduction to Evolutionary Computing (Natural Computing Series) "

The overall structure of this new edition is three-tier: Part I presents the basics, Part II is concerned with methodological issues, and Part III discusses advanced topics. In the second edition the authors have reorganized the material to focus on problems, how to represent them, and then how to choose and design algorithms for different representations. They also added a chapter on problems, reflecting the overall book focus on problem-solvers, a chapter on parameter tuning, which they combined with the parameter control and "how-to" chapters into a methodological part, and finally a chapter on evolutionary robotics with an outlook on possible exciting developments in this field. The book is suitable for undergraduate and graduate courses in artificial intelligence and computational intelligence, and for self-study by practitioners and researchers engaged with all aspects of bioinspired design and optimization.

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