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Genetic Programming Theory and Practice IX
By Rick Riolo (editor), Jason H. Moore (editor) and Ekaterina Vladislavleva (editor)
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Bibliographic Detail
Publisher Springer-Verlag New York Inc
Publication date November 1, 2011
Pages 263
Binding Hardcover
Book category Adult Non-Fiction
ISBN-13 9781461417699
ISBN-10 1461417694
Dimensions 0.25 by 6.25 by 9 in.
Weight 1.30 lbs.
Original list price $119.00
Summaries and Reviews
Amazon.com description: Product Description: These contributions, written by the foremost international researchers and practitioners of Genetic Programming (GP), explore the synergy between theoretical and empirical results on real-world problems, producing a comprehensive view of the state of the art in GP. Topics include: modularity and scalability; evolvability; human-competitive results; the need for important high-impact GP-solvable problems;; the risks of search stagnation and of cutting off paths to solutions; the need for novelty; empowering GP search with expert knowledge; In addition, GP symbolic regression is thoroughly discussed, addressing such topics as guaranteed reproducibility of SR; validating SR results, measuring and controlling genotypic complexity; controlling phenotypic complexity; identifying, monitoring, and avoiding over-fitting; finding a comprehensive collection of SR benchmarks, comparing SR to machine learning. This text is for all GP explorers. Readers will discover large-scale, real-world applications of GP to a variety of problem domains via in-depth presentations of the latest and most significant results.

Editions
Hardcover
Book cover for 9781461417699
 
The price comparison is for this edition
With Ekaterina Vladislavleva (other contributor), Rick Riolo (other contributor) | from Springer-Verlag New York Inc (November 1, 2011)
9781461417699 | details & prices | 263 pages | 6.25 × 9.00 × 0.25 in. | 1.30 lbs | List price $119.00
About: These contributions, written by the foremost international researchers and practitioners of Genetic Programming (GP), explore the synergy between theoretical and empirical results on real-world problems, producing a comprehensive view of the state of the art in GP.
Paperback
Book cover for 9781461429418
 
With Ekaterina Vladislavleva (other contributor), Rick Riolo (other contributor) | from Springer-Verlag New York Inc (November 30, 2013)
9781461429418 | details & prices | 300 pages | List price $119.00
About: These contributions, written by the foremost international researchers and practitioners of Genetic Programming (GP), explore the synergy between theoretical and empirical results on real-world problems, producing a comprehensive view of the state of the art in GP.

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