DocumentCode
1101796
Title
Computational Intelligence in Product Design Engineering: Review and Trends
Author
Kusiak, Andrew ; Salustri, Filippo A.
Author_Institution
Iowa Univ., Iowa
Volume
37
Issue
5
fYear
2007
Firstpage
766
Lastpage
778
Abstract
Product design engineering is undergoing a transformation from informal and largely experience-based discipline to a science-based domain. Computational intelligence (CI) offers models and algorithms that can contribute greatly to design formalization and automation. This paper surveys CI concepts and approaches applicable to product design engineering. Taxonomy of the surveyed literature is presented according to the generally recognized areas in both product design engineering and CI. Some research issues that arise from the broad perspective presented in the paper have been signaled but not fully pursued. No survey of such a broad field can be complete; however, the material presented in the paper is a summary of state-of-the-art CI concepts and approaches in product design engineering.
Keywords
decision making; design engineering; knowledge engineering; product design; computational intelligence; decision making; design automation; product design engineering; Algorithm design and analysis; Competitive intelligence; Computational intelligence; Decision making; Design automation; Design engineering; Industrial engineering; Machine learning algorithms; Product design; Taxonomy; Computational intelligence (CI); decision making; design automation; engineering design; product engineering;
fLanguage
English
Journal_Title
Systems, Man, and Cybernetics, Part C: Applications and Reviews, IEEE Transactions on
Publisher
ieee
ISSN
1094-6977
Type
jour
DOI
10.1109/TSMCC.2007.900669
Filename
4292253
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