Evolutionary Algorithms in Theory and Practice Evolution Strategies, Evolutionary Programming, Genetic Algorithms
Innbundet /
1996
/ Engelsk
Product details
ISBN
9780195099713
Published
1996
Publisher
Oxford University Press Inc
Weight
594 gr
Height
244 mm
Width
163 mm
Thickness
24 mm
Age
U, 05
Language
Product language
Engelsk
Format
Product format
Innbundet
Number of pages
328
Author
The reviewed book gives an unified mathematical representation of evolutionary algorithms. The book can be useful to researches in the theory of evolutionary algorithms.
Zeischrift fur Mathematik
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.
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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.
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PART I: A COMPARISON OF EVOLUTIONARY ALGORITHMS; PART II: EXTENDING GENETIC ALGORITHMS
"The book as a whole is well written, easy to read, and it will be valuable to readers interested in practical and computational issues in solving general optimization problems."--Mathematical Reviews
"The book as a whole is well written, easy to read, and it will be valuable to readers interested in practical and computational issues in solving general optimization problems."--Mathematical Reviews
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Compares genetic algorithms, evolution strategies, and evolutionary programming--the three major representatives of an exciting new computational paradigm
Gives detailed descriptions of algorithms, with practical guidelines for their use and implementation
Provides new results regarding mutation, selection, and binary codes in genetic algorithms
Read more
Compares genetic algorithms, evolution strategies, and evolutionary programming--the three major representatives of an exciting new computational paradigm
Gives detailed descriptions of algorithms, with practical guidelines for their use and implementation
Provides new results regarding mutation, selection, and binary codes in genetic algorithms
Read more
Product details
ISBN
9780195099713
Published
1996
Publisher
Oxford University Press Inc
Weight
594 gr
Height
244 mm
Width
163 mm
Thickness
24 mm
Age
U, 05
Language
Product language
Engelsk
Format
Product format
Innbundet
Number of pages
328
Author