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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 IN THIS VOLUME INCLUDE: MULTI-OBJECTIVE GENETIC PROGRAMMING, LEARNING HEURISTICS, KAIZEN PROGRAMMING, EVOLUTION OF EVERYTHING (EVE), LEXICASE SELECTION, BEHAVIORAL PROGRAM SYNTHESIS, SYMBOLIC REGRESSION WITH NOISY TRAINING DATA, GRAPH DATABASES, AND MULTIDIMENSIONAL CLUSTERING. IT ALSO COVERS SEVERAL CHAPTERS ON BEST PRACTICES AND LESSON LEARNED FROM HANDS-ON EXPERIENCE. ADDITIONAL APPLICATION AREAS INCLUDE FINANCIAL OPERATIONS, GENETIC ANALYSIS, AND PREDICTING PRODUCT CHOICE. 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.<DIV><BR></DIV>
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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 in this volume include: multi-objective genetic programming, learning heuristics, Kaizen programming, Evolution of Everything (EvE), lexicase selection, behavioral program synthesis, symbolic regression with noisy training data, graph databases, and multidimensional clustering. It also covers several chapters on best practices and lesson learned from hands-on experience. Additional application areas include financial operations, genetic analysis, and predicting product choice. 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.
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- VerlagSpringer
- Erscheinungsdatum2016
- ISBN 10 3319342215
- ISBN 13 9783319342214
- EinbandTapa dura
- SpracheEnglisch
- Auflage1
- Anzahl der Seiten284
- HerausgeberRiolo Rick, Worzel W.P., Kotanchek Mark
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Genetic Programming Theory and Practice XIII.
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xx, 262 p. Hardcover. Versand aus Deutschland / We dispatch from Germany via Air Mail. Einband bestoßen, daher Mängelexemplar gestempelt, sonst sehr guter Zustand. Imperfect copy due to slightly bumped cover, apart from this in very good condition. Stamped. Sprache: Englisch. Artikel-Nr. 11415DB
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Genetic Programming Theory and Practice XIII
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Genetic Programming Theory and Practice XIII (Genetic and Evolutionary Computation)
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Genetic Programming Theory and Practice XIII
Verlag:
Springer International Publishing, 2016
ISBN 10: 3319342215
ISBN 13: 9783319342214
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Buch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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: multi-objective genetic programming, learning heuristics, Kaizen programming, Evolution of Everything (EvE), lexicase selection, behavioral program synthesis, symbolic regression with noisy training data, graph databases, and multidimensional clustering. It also covers several chapters on best practices and lesson learned from hands-on experience. Additional application areas include financial operations, genetic analysis, and predicting product choice. 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. Artikel-Nr. 9783319342214
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