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Genetic programming : an introduction ; on the automatic evolution of computer programs and its applications

Author: Wolfgang Banzhaf
Publisher: San Francisco, Calif. [u.a.] : Morgan Kaufmann [u.a.], 1998.
Edition/Format:   Print book : EnglishView all editions and formats
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Offers an introduction to genetic programming. This work explains the fundamental theory and important algorithms. It includes practical discussions covering potential applications and real-world  Read more...

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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Wolfgang Banzhaf
ISBN: 155860510X 9781558605107 3920993586 9783920993584
OCLC Number: 247738380
Notes: Literaturverz. S. 399 - 443.
Description: XIX, 470 S : ill., graph. Darst
Contents: 1 Genetic Programming as Machine Learning2 Genetic Programming and Biology3 Computer Science and Mathematical Basics4 Genetic Programming as Evolutionary Computation5 Basic Concepts-The Foundation6 Crossover-The Center of the Storm7 Genetic Programming and Emergent Order8 Analysis-Improving Genetic Programming with Statistics9 Different Varieties of Genetic Programming10 Advanced Genetic Programming11 Implementation-Making Genetic Programming Work12 Applications of Genetic Programming13 Summary and PerspectivesA Printed and Recorded ResourcesB Information Available on the InternetC GP Software D Events
Responsibility: Wolfgang Banzhaf ...
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"[The authors] have performed a remarkable double service with this excellent book on genetic programming. First, they give an up-to-date view of the rapidly growing field of automatic creation of Read more...

 
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