Machine Learning of Design Concepts - Couverture rigide

Li, Heng

Couverture rigide

ISBN 10 : 1853123587 ISBN 13 : 9781853123580

Editeur : WIT Press, 1994

Synopsis

This title describes current machine-learning research and applications in engineering design domains. It covers current research directions and results. The development of machine learning techniques for design knowledge acquisition is presented through the identification of design knowledge elements, development of knowledge representation, and the selection or development of machine-learning methods for knowledge generation. Each of these issues is described through a review of relevant research work, an examination of the challenges and difficulties, and the contributions made by this book. In addition, a knowledge representation called design concept is introduced and a machine-learning system is presented which automatically generates design concepts from previous design examples. Complexities in evaluating machine-learning results are described and avenues of further investigation are identified.

Détails de l'édition

• Éditeur: WIT Press
• Date d'édition: 1994
• Langue: anglais
• ISBN 10: 1853123587
• ISBN 13: 9781853123580
• Reliure: Relié
• Nombre de pages: 155
• Éditeur: Brebbia C. A., Connor J.J.
• Coordonnées du fabricant: non disponible