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Genetic programming theory and practice XI

Author: Rick Riolo; Jason H Moore; Mark Kotanchek
Publisher: New York, NY : Springer, 2014.
Series: Genetic and evolutionary computation series.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Database:WorldCat
Summary:
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  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Riolo, Rick.
Genetic programming theory and practice XI. Moore, Jason H. Moore, Mark Kotanchek
(OCoLC)874962957
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Rick Riolo; Jason H Moore; Mark Kotanchek
ISBN: 9781493903757 1493903756 1493903748 9781493903740 1306699703 9781306699709
OCLC Number: 876377363
Credits: Foreword by Arthur K. Kordon.
Description: 1 online resource (240 pages) : 36 black & white illustrations.
Contents: 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.
Series Title: Genetic and evolutionary computation series.
Other Titles: Genetic programming theory and practice 11
Responsibility: Rick Riolo, Jason H. Moore, Mark Kotanchek, editors ; Foreword by Arthur K. Kordon.
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Genetic Programming Theory and Practice XI  Read more...

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"This volume is a collection of 12 papers ... authored by leading theorists and practitioners of GP, and submitted for the Genetic Programming Theory and Practice (GPTP) workshop held at the Read more...

 
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