Title :
The Application of Interactive Evolutionary Algorithm in Product Design
Author :
Yu, Guoyan ; He, Zhen ; Lai, Chaoan ; Lu, Bing
Author_Institution :
Eng. Coll., Guangdong Ocean Univ.
Abstract :
Application actuality of evolutionary algorithms in product design is discussed, and characteristics and default of evolutionary design are summarized. An interactive evolutionary technology is proposed, which can integrate intelligence of human and computer for product design, the function model of interactive evolutionary design system is described. Finally, an interactive evolutionary design support system combining case based reasoning technology is developed, and it is used in the structure design of injecting mould successfully. Through dynamical modulating of constraints and objective for design in the design process, intelligence of human and computer are integrated to design product in the system. The proposed interactive evolutionary technology is effective for complex problem with large scale variables and constraints
Keywords :
case-based reasoning; evolutionary computation; human computer interaction; injection moulding; interactive systems; product design; case based reasoning; interactive evolutionary algorithm; interactive evolutionary design support system; interactive evolutionary technology; product design; Algorithm design and analysis; Chaos; Design engineering; Educational institutions; Evolutionary computation; Helium; Humans; Marine technology; Oceans; Product design; evolutionary algorithms; interactive evolutionary; product design;
Conference_Titel :
Intelligent Control and Automation, 2006. WCICA 2006. The Sixth World Congress on
Conference_Location :
Dalian
Print_ISBN :
1-4244-0332-4
DOI :
10.1109/WCICA.2006.1714392