DocumentCode
1249696
Title
The “what” and “how” of learning in design
Author
Duffy, Alex H B
Author_Institution
Strathclyde Univ., Glasgow, UK
Volume
12
Issue
3
fYear
1997
Firstpage
71
Lastpage
76
Abstract
Machine learning in design offers tremendous potential to actively support designers in all of their problem solving and knowledge requirement activities. This article surveys what designers and their systems have accomplished so far using machine learning techniques
Keywords
case-based reasoning; intelligent design assistants; learning (artificial intelligence); problem solving; analogical reasoning; artificial intelligence; domain exploration; genetic algorithms; induction-based approach; intelligent CAD; intelligent design aids; knowledge compilation; knowledge requirement; machine learning; neural networks; problem solving; Costs; Design automation; Design engineering; Humans; Intelligent systems; Knowledge engineering; Learning systems; Machine learning; Process design; Systems engineering and theory;
fLanguage
English
Journal_Title
IEEE Expert
Publisher
ieee
ISSN
0885-9000
Type
jour
DOI
10.1109/64.590079
Filename
590079
Link To Document