Verwandte Artikel zu Genetic Programming Theory and Practice XVI (Genetic...
Inhaltsangabe
<P></P><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: EVOLVING DEVELOPMENTAL PROGRAMS FOR NEURAL NETWORKS SOLVING MULTIPLE PROBLEMS, TANGLED PROGRAM, TRANSFER LEARNING AND OUTLIER DETECTION USING GP, PROGRAM SEARCH FOR MACHINE LEARNING PIPELINES IN REINFORCEMENT LEARNING, AUTOMATIC PROGRAMMING WITH GP, NEW VARIANTS OF GP, LIKE SIGNALGP, VARIANTS OF LEXICASE SELECTION, AND SYMBOLIC REGRESSION AND CLASSIFICATION TECHNIQUES. THE VOLUME INCLUDES 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><BR><P></P>
Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.
Reseña del editor
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: evolving developmental programs for neural networks solving multiple problems, tangled program, transfer learning and outlier detection using GP, program search for machine learning pipelines in reinforcement learning, automatic programming with GP, new variants of GP, like SignalGP, variants of lexicase selection, and symbolic regression and classification techniques. The volume includes 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.
„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.
- VerlagSpringer-Verlag GmbH
- Erscheinungsdatum2019
- ISBN 10 3030047342
- ISBN 13 9783030047344
- EinbandTapa dura
- SpracheEnglisch
- Auflage1
- Anzahl der Seiten256
- HerausgeberBanzhaf Wolfgang, Sheneman Leigh, Spector Lee
Neu kaufen
Diesen Artikel anzeigen
EUR 149,79
EUR 30,99 für den Versand von Deutschland nach USA
Versandziele, Kosten & DauerSuchergebnisse für Genetic Programming Theory and Practice XVI (Genetic...
Beispielbild für diese ISBN
Genetic Programming Theory and Practice XVI.
Anbieter: Universitätsbuchhandlung Herta Hold GmbH, Berlin, Deutschland
Verkäuferbewertung 4 von 5 Sternen
XXI, 234 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. Genetic and Evolutionary Computation. Sprache: Englisch. Artikel-Nr. 34476AB
Anzahl: 4 verfügbar
Foto des Verkäufers
Genetic Programming Theory and Practice XVI
Verlag:
Springer International Publishing, 2019
ISBN 10: 3030047342
ISBN 13: 9783030047344
Neu
Hardcover
Anbieter: AHA-BUCH GmbH, Einbeck, Deutschland
Verkäuferbewertung 5 von 5 Sternen
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: evolving developmental programs for neural networks solving multiple problems, tangled program, transfer learning and outlier detection using GP, program search for machine learning pipelines in reinforcement learning, automatic programming with GP, new variants of GP, like SignalGP, variants of lexicase selection, and symbolic regression and classification techniques. The volume includes 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. Artikel-Nr. 9783030047344
Anzahl: 1 verfügbar