Genetic Programming IV: Routine Human-Competitive Machine Intelligence - Couverture souple

Koza, John R.; Keane, Martin A.; Streeter, Matthew J.; Mydlowec, William; Yu, Jessen; Lanza, Guido

Couverture souple

ISBN 10 : 0387250670 ISBN 13 : 9780387250670

Editeur : Springer-Verlag New York Inc., 2005

Synopsis

Genetic Programming IV: Routine Human-Competitive Machine Intelligence presents the application of GP to a wide variety of problems involving automated synthesis of controllers, circuits, antennas, genetic networks, and metabolic pathways. The book describes fifteen instances where GP has created an entity that either infringes or duplicates the functionality of a previously patented 20th-century invention, six instances where it has done the same with respect to post-2000 patented inventions, two instances where GP has created a patentable new invention, and thirteen other human-competitive results. The book additionally establishes:

GP now delivers routine human-competitive machine intelligence

GP is an automated invention machine

GP can create general solutions to problems in the form of parameterized topologies

GP has delivered qualitatively more substantial results in synchrony with the relentless iteration of Moore's Law

Détails de l'édition

• Éditeur: Springer-Verlag New York Inc.
• Date d'édition: 2005
• Langue: anglais
• ISBN 10: 0387250670
• ISBN 13: 9780387250670
• Reliure: Broché
• Numéro d'édition: 1
• Nombre de pages: 590
• Coordonnées du fabricant: non disponible
• Personne responsable: CMN Printpool Inh. Mathis Neumann; https://www.also.com/ec/cms5/en_6000/6000/index.jsp; ; Friedrich-Karl-Str. 9; Hamburg; Allemagne