Machine Learning of Design Concepts: No. 23. (Topics in Engineering) - Hardcover

Li, Heng

 
9781853123580: Machine Learning of Design Concepts: No. 23. (Topics in Engineering)
Hardcover
ISBN 10: 1853123587 ISBN 13: 9781853123580
Verlag: WIT Press, 1994

Inhaltsangabe

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.

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

Reseña del editor

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.

„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
WIT Press
Erscheinungsdatum
1994
Sprache
Englisch
ISBN 10 
1853123587
ISBN 13 
9781853123580
Einband
Tapa dura
Anzahl der Seiten
155
Herausgeber
Brebbia C. A., Connor J.J.
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Nicht verfügbar

Weitere beliebte Ausgaben desselben Titels

9781562522810: Machine Learning of Design Concepts: Topics in Engineering

Vorgestellte Ausgabe

ISBN 10:  1562522817 ISBN 13:  9781562522810
Verlag: WIT Press, 1994
Hardcover