Genetic Programming Theory and Practice XV (Genetic and Evolutionary Computation) - Tapa dura

9783319905112: Genetic Programming Theory and Practice XV (Genetic and Evolutionary Computation)

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ISBN 10: 3319905112 ISBN 13: 9783319905112

Editorial: Springer, 2018

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<P>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: EXPLOITING SUBPROGRAMS IN GENETIC PROGRAMMING, SCHEMA FREQUENCIES IN GP, ACCESSIBLE AI, GP FOR BIG DATA, LEXICASE SELECTION, SYMBOLIC REGRESSION TECHNIQUES, CO-EVOLUTION OF GP AND LCS, AND APPLYING ECOLOGICAL PRINCIPLES TO GP. IT ALSO COVERS SEVERAL CHAPTERS ON BEST PRACTICES AND LESSONS LEARNED FROM HANDS-ON EXPERIENCE. 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.</P><P></P>

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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: exploiting subprograms in genetic programming, schema frequencies in GP, Accessible AI, GP for Big Data, lexicase selection, symbolic regression techniques, co-evolution of GP and LCS, and applying ecological principles to GP. It also covers several chapters on best practices and lessons learned from hands-on experience. 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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EditorialSpringer
A�o de publicaci�n2018
ISBN 10 3319905112
ISBN 13 9783319905112
Encuadernaci�nTapa dura
IdiomaIngl�s
N�mero de edici�n1
N�mero de p�ginas204
EditorBanzhaf Wolfgang, Olson Randal S., Tozier William

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9783030080310: Genetic Programming Theory and Practice XV (Genetic and Evolutionary Computation)

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Genetic Programming Theory and Practice XV

Publicado por Springer, 2018

ISBN 10: 3319905112 ISBN 13: 9783319905112

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Hardcover. Condici�n: Very Good. No Jacket. Former library book; May have limited writing in cover pages. Pages are unmarked. ~ ThriftBooks: Read More, Spend Less 1.02. N� de ref. del art�culo: G3319905112I4N10

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Genetic Programming Theory and Practice XV (Genetic and Evolutionary Computation)

Publicado por Springer, 2018

ISBN 10: 3319905112 ISBN 13: 9783319905112

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Genetic Programming Theory and Practice XV

Wolfgang Banzhaf

Publicado por Springer International Publishing Jul 2018, 2018

ISBN 10: 3319905112 ISBN 13: 9783319905112

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Buch. Condici�n: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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: exploiting subprograms in genetic programming, schema frequencies in GP, Accessible AI, GP for Big Data, lexicase selection, symbolic regression techniques, co-evolution of GP and LCS, and applying ecological principles to GP. It also covers several chapters on best practices and lessons learned from hands-on experience. 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. 204 pp. Englisch. N� de ref. del art�culo: 9783319905112

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Genetic Programming Theory and Practice XV (Genetic and Evolutionary Computation)

Publicado por Springer, 2018

ISBN 10: 3319905112 ISBN 13: 9783319905112

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Genetic Programming Theory and Practice XV (Genetic and Evolutionary Computation)

Publicado por Springer, 2018

ISBN 10: 3319905112 ISBN 13: 9783319905112

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Condici�n: New. In English. N� de ref. del art�culo: ria9783319905112_new

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Genetic Programming Theory and Practice XV

Wolfgang Banzhaf

Publicado por Springer International Publishing, 2018

ISBN 10: 3319905112 ISBN 13: 9783319905112

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Buch. Condici�n: 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: exploiting subprograms in genetic programming, schema frequencies in GP, Accessible AI, GP for Big Data, lexicase selection, symbolic regression techniques, co-evolution of GP and LCS, and applying ecological principles to GP. It also covers several chapters on best practices and lessons learned from hands-on experience. 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. N� de ref. del art�culo: 9783319905112

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Genetic Programming Theory and Practice XV

Banzhaf, Wolfgang|Olson, Randal S.|Tozier, William|Riolo, Rick

Publicado por Springer International Publishing, 2018

ISBN 10: 3319905112 ISBN 13: 9783319905112

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Gebunden. Condici�n: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Provides papers describing cutting-edge work on the theory and applications of genetic programming (GP)Offers large-scale, real-world applications (big data) of GP to a variety of problem domains, including commercial and scientific applications a. N� de ref. del art�culo: 220289811

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