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Genetic Programming Theory and Practice XI - Riolo, Rick Moore, Jason H. Kotanchek, Mark
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Riolo, Rick Moore, Jason H. Kotanchek, Mark:

Genetic Programming Theory and Practice XI - First edition

2016, ISBN: 9781493955633

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[ED: Kartoniert / Broschiert], [PU: Springer New York], Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Describes cutting-edge work on gen… More...

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Genetic Programming Theory and Practice XI - Riolo, Rick (Herausgeber); Kotanchek, Mark (Herausgeber); Moore, Jason H. (Herausgeber)
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Riolo, Rick (Herausgeber); Kotanchek, Mark (Herausgeber); Moore, Jason H. (Herausgeber):

Genetic Programming Theory and Practice XI - Paperback

2016, ISBN: 1493955632

Softcover reprint of the original 1st ed. 2014 Kartoniert / Broschiert Computerprogrammierung und Softwareentwicklung, Theoretische Informatik, Künstliche Intelligenz, ArtificialEvoluti… More...

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Genetic Programming Theory and Practice XI - Riolo, Rick (Herausgeber); Kotanchek, Mark (Herausgeber); Moore, Jason H. (Herausgeber)
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Riolo, Rick (Herausgeber); Kotanchek, Mark (Herausgeber); Moore, Jason H. (Herausgeber):
Genetic Programming Theory and Practice XI - Paperback

2016

ISBN: 1493955632

Softcover reprint of the original 1st ed. 2014 Kartoniert / Broschiert Computerprogrammierung und Softwareentwicklung, Theoretische Informatik, Künstliche Intelligenz, ArtificialEvoluti… More...

Shipping costs:Versandkostenfrei innerhalb der BRD. (EUR 0.00) MARZIES.de Buch- und Medienhandel, 14621 Schönwalde-Glien
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Genetic Programming Theory and Practice XI
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Genetic Programming Theory and Practice XI - Paperback

2014, ISBN: 9781493955633

*Genetic Programming Theory and Practice XI* - Softcover reprint of the original 1st ed. 2014 / Taschenbuch für 53.49 € / Aus dem Bereich: Bücher, English,, International, Gebundene, Ausg… More...

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Genetic Programming Theory and Practice XI - Rick Riolo; Jason H. Moore; Mark Kotanchek
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Rick Riolo; Jason H. Moore; Mark Kotanchek:
Genetic Programming Theory and Practice XI - Paperback

2016, ISBN: 9781493955633

Buch, Softcover, Softcover reprint of the original 1st ed. 2014, [PU: Springer-Verlag New York Inc.], Springer-Verlag New York Inc., 2016

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Details of the book
Genetic Programming Theory and Practice XI

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 in this volume include: evolutionary constraints, relaxation of selection mechanisms, diversity preservation strategies, flexing fitness evaluation, evolution in dynamic environments, multi-objective and multi-modal selection, foundations of evolvability, evolvable and adaptive evolutionary operators, foundation of injecting expert knowledge in evolutionary search, analysis of problem difficulty and required GP algorithm complexity, foundations in running GP on the cloud – communication, cooperation, flexible implementation, and ensemble methods. Additional focal points for GP symbolic regression are: (1) The need to guarantee convergence to solutions in the function discovery mode; (2) Issues on model validation; (3) The need for model analysis workflows for insight generation based on generated GP solutions – model exploration, visualization, variable selection, dimensionality analysis; (4) Issues in combining different types of data. 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

Details of the book - Genetic Programming Theory and Practice XI


EAN (ISBN-13): 9781493955633
ISBN (ISBN-10): 1493955632
Hardcover
Paperback
Publishing year: 2016
Publisher: Springer New York

Book in our database since 2016-12-13T14:35:44+00:00 (London)
Detail page last modified on 2024-02-18T15:26:55+00:00 (London)
ISBN/EAN: 9781493955633

ISBN - alternate spelling:
1-4939-5563-2, 978-1-4939-5563-3
Alternate spelling and related search-keywords:
Book author: jason moore, jason mark, kotan, rio
Book title: the practice programming, computation, genetic programming


Information from Publisher

Author: Rick Riolo; Jason H. Moore; Mark Kotanchek
Title: Genetic and Evolutionary Computation; Genetic Programming Theory and Practice XI
Publisher: Springer; Springer US
227 Pages
Publishing year: 2016-08-23
New York; NY; US
Printed / Made in
Language: English
53,49 € (DE)
54,99 € (AT)
59,00 CHF (CH)
POD
XIV, 227 p. 68 illus., 32 illus. in color.

BC; Hardcover, Softcover / Informatik, EDV/Informatik; Künstliche Intelligenz; Verstehen; Artificial evolution; Evolution of models; Feature selection; Genetic programming; Genetic programming applications; Genetic programming theory; Program induction; Symbolic regression; algorithm analysis and problem complexity; Artificial Intelligence; Theory of Computation; Algorithms; Programming Techniques; Theoretische Informatik; Algorithmen und Datenstrukturen; Computerprogrammierung und Softwareentwicklung; BB

Extreme Accuracy in Symbolic Regression.- Exploring Interestingness in a Computational Evolution System for the Genome-Wide Genetic Analysis of Alzheimer's Disease.- Optimizing a Cloud Contract Portfolio using Genetic Programming-based Load Models.- Maintenance of a Long Running Distributed Genetic Programming System for Solving Problems Requiring Big Data.- Grounded Simulation: Using Simulated Evolution to Guide Embodied Evolution.- Applying Genetic Programming in Business Forecasting.- Explaining Unemployment Rates with Symbolic Regression.- Uniform Linear Transformation with Repair and Alternation in Genetic Programming.- A Deterministic and Symbolic Regression Hybrid Applied to Resting-State fMRI Data.- Gaining Deeper Insights in Symbolic Regression.- Geometric Semantic Genetic Programming for Real Life Applications.- Evaluation of Parameter Contribution to Neural Network Size and Fitness in ATHENA for Genetic Analysis.
Describes cutting-edge work on genetic programming (GP) theory, applications of GP and how theory can be used to guide application of GP Demonstrates large-scale applications of GP to a variety of problem domains Reveals an inspiring synergy between GP applications and the latest in theoretical results for state-of –the-art problem solving Includes supplementary material: sn.pub/extras

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