Machine Learning of Design Concepts: No. 23. - Rilegato

Li, Heng

 
9781853123580: Machine Learning of Design Concepts: No. 23.

Sinossi

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.

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Product Description

Book by Li Heng

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Altre edizioni note dello stesso titolo

9781562522810: Machine Learning of Design Concepts: Topics in Engineering

Edizione in evidenza

ISBN 10:  1562522817 ISBN 13:  9781562522810
Casa editrice: Computational Mechanics, 1994
Rilegato