Evolutionary Algorithms in Theory and Practice
Evolution Strategies, Evolutionary Programming, Genetic Algorithms
Seiten
1996
Oxford University Press Inc (Verlag)
9780195099713 (ISBN)
Oxford University Press Inc (Verlag)
9780195099713 (ISBN)
Compares three prominent representatives of evolutionary algorithms - genetic algorithms, evolution strategies and evolutionary programming - 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.
This book compares the three most prominent representatives of evolutionary algorithms - genetic algorithms, evolution strategies, and evolutionary programming - computational methods at the border between computer science and evolutionary biology. The algorithms are explained within a common formal 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.
This book compares the three most prominent representatives of evolutionary algorithms - genetic algorithms, evolution strategies, and evolutionary programming - computational methods at the border between computer science and evolutionary biology. The algorithms are explained within a common formal 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.
PART I: A COMPARISON OF EVOLUTIONARY ALGORITHMS; PART II: EXTENDING GENETIC ALGORITHMS
| Erscheint lt. Verlag | 15.2.1996 |
|---|---|
| Zusatzinfo | line figures, tables |
| Verlagsort | New York |
| Sprache | englisch |
| Maße | 163 x 244 mm |
| Gewicht | 594 g |
| Themenwelt | Mathematik / Informatik ► Informatik ► Theorie / Studium |
| Naturwissenschaften ► Biologie ► Evolution | |
| ISBN-13 | 9780195099713 / 9780195099713 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
| Haben Sie eine Frage zum Produkt? |
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