Genetic Programming

Malcolm I. Heywood

ISBN 10: 3319306677 / ISBN 13: 9783319306674

Verlag: Springer International Publishing, Springer International Publishing Mär 2016, 2016

Beschreibung

Neuware -This book constitutes the refereed proceedings of the19th European Conference on Genetic Programming, EuroGP 2016, held in PortoPortugal, in March/April 2016 co-located with the Evo\*2016 events: EvoCOPEvoMUSART, and EvoApplications.The 11 revised full papers presented togetherwith 8 poster papers were carefully reviewed and selected from 36 submissions.The wide range of topics in this volume reflects the current state of researchin the field. Thus, we see topics as diverse as semantic methods, recursiveprograms, grammatical methods, coevolution, Cartesian GP, feature selectionmetaheuristics, evolvability, and fitness predictors; and applicationsincluding image processing, one-class classification, SQL injection attacksnumerical modelling, streaming data classification, creation and optimisationof circuits, multi-class classification, scheduling in manufacturing andwireless networks.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 324 pp. Englisch.

Bestandsnummer des Verkäufers 9783319306674

Bibliografische Details

• Titel: Genetic Programming
• Verlag: Springer International Publishing, Springer International Publishing Mär 2016
• Erscheinungsjahr: 2016
• Sprache: Englisch
• ISBN-10: 3319306677
• ISBN-13: 9783319306674
• Einband: Taschenbuch
• Zustand: Neu

Über diesen Titel

Inhaltsangabe

This book constitutes the refereed proceedings of the 19th European Conference on Genetic Programming, EuroGP 2016, held in Porto, Portugal, in March/April 2016 co-located with the Evo*2016 events: EvoCOP, EvoMUSART, and EvoApplications.

The 11 revised full papers presented together with 8 poster papers were carefully reviewed and selected from 36 submissions. The wide range of topics in this volume reflects the current state of research in the field. Thus, we see topics as diverse as semantic methods, recursive programs, grammatical methods, coevolution, Cartesian GP, feature selection, metaheuristics, evolvability, and fitness predictors; and applications including image processing, one-class classification, SQL injection attacks, numerical modelling, streaming data classification, creation and optimisation of circuits, multi-class classification, scheduling in manufacturing and wireless networks.