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Evolutionary algorithms in theory and practice : evolution strategies, evolutionary programming, genetic algorithms

Author: Thomas Bäck
Publisher: New York : Oxford University Press, 1996.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Database:WorldCat
Summary:
PART I: Comparison of Evolutionary Algorithms. 1. Organic Evolution and Problem Solving. 2. Specific Evolutionary Algorithms. 3. Artificial Landscapes. 4. An Empirical Comparison. PART II: Extending Genetic Algorithms. 5. Selection. 6. Mutation. 7. An Experiment in Meta-Evolution.
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Bäck, Thomas, 1963-
Evolutionary algorithms in theory and practice.
New York : Oxford University Press, 1996
(DLC) 95013506
(OCoLC)32350061
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Thomas Bäck
ISBN: 9780195356700 0195356705
OCLC Number: 502999871
Description: 1 online resource (xii, 314 pages) : illustrations
Contents: 1. Organic Evolution and Problem Solving --
2. Specific Evolutionary Algorithms --
3. Artificial Landscapes --
4. An Empirical Comparison --
5. Selection --
6. Mutation --
7. An Experiment in Meta-Evolution --
App. A Data for the Fletcher-Powell Function --
App. B Data from Selection Experiments --
App. C Software --
App. D The Multiprocessor Environment --
App. E Mathematical Symbols.
Responsibility: Thomas Bäck.
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Abstract:

Compares three prominent representatives of evolutionary algorithms - genetic algorithms, evolution strategies and evolutionary programming - computational methods at the border between computer  Read more...

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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 *

 
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