Genetic Programming Theory and Practice XV

Wolfgang Banzhaf

ISBN 10: 3030080315 / ISBN 13: 9783030080310

Verlag: Springer International Publishing, Springer International Publishing Dez 2018, 2018

Beschreibung

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.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 204 pp. Englisch.

Bestandsnummer des Verkäufers 9783030080310

Bibliografische Details

• Titel: Genetic Programming Theory and Practice XV
• Verlag: Springer International Publishing, Springer International Publishing Dez 2018
• Erscheinungsjahr: 2018
• Sprache: Englisch
• ISBN-10: 3030080315
• ISBN-13: 9783030080310
• Einband: Taschenbuch
• Zustand: Neu

Über diesen Titel

Inhaltsangabe

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.