Title :
Computational Intelligence in Product Design Engineering: Review and Trends
Author :
Kusiak, Andrew ; Salustri, Filippo A.
Author_Institution :
Iowa Univ., Iowa
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;
Journal_Title :
Systems, Man, and Cybernetics, Part C: Applications and Reviews, IEEE Transactions on
DOI :
10.1109/TSMCC.2007.900669