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Evolutionary Algorithms in Theory and Practice - Thomas Bäck

Evolutionary Algorithms in Theory and Practice

Evolution Strategies, Evolutionary Programming, Genetic Algorithms

(Autor)

Buch | Hardcover
328 Seiten
1996
Oxford University Press Inc (Verlag)
978-0-19-509971-3 (ISBN)
CHF 388,35 inkl. MwSt
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.

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 243 x 163 mm
Gewicht 601 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
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