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Genetic Programming Theory and Practice IX (Paperback, 2011 ed.) Loot Price: R1,539
Discovery Miles 15 390
Genetic Programming Theory and Practice IX (Paperback, 2011 ed.): Rick Riolo, Ekaterina Vladislavleva, Jason H. Moore

Genetic Programming Theory and Practice IX (Paperback, 2011 ed.)

Rick Riolo, Ekaterina Vladislavleva, Jason H. Moore

Series: Genetic and Evolutionary Computation

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Loot Price R1,539 Discovery Miles 15 390 | Repayment Terms: R144 pm x 12*

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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.

General

Imprint: Springer-Verlag New York
Country of origin: United States
Series: Genetic and Evolutionary Computation
Release date: November 2013
First published: 2011
Editors: Rick Riolo • Ekaterina Vladislavleva • Jason H. Moore
Dimensions: 235 x 155 x 15mm (L x W x T)
Format: Paperback
Pages: 264
Edition: 2011 ed.
ISBN-13: 978-1-4614-2941-8
Categories: Books > Computing & IT > General theory of computing > Data structures
Books > Computing & IT > Computer programming > Algorithms & procedures
Books > Computing & IT > Applications of computing > Artificial intelligence > General
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LSN: 1-4614-2941-2
Barcode: 9781461429418

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