Evolutionary Algorithms in Theory and Practice
Evolution Strategies, Evolutionary Programming, Genetic Algorithms
Seiten
1996
Oxford University Press Inc (Verlag)
978-0-19-509971-3 (ISBN)
Oxford University Press Inc (Verlag)
978-0-19-509971-3 (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-10 | 0-19-509971-0 / 0195099710 |
| ISBN-13 | 978-0-19-509971-3 / 9780195099713 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
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