Title :
An optimization design system with hybrid intelligence
Author :
Yu, Guoyan ; He, Zhen ; Lai, Chaoan ; Sun, Yanming
Author_Institution :
Eng. Coll., Zhanjiang Ocean Univ., China
Abstract :
How to use various kinds of intelligent technology to find an optimal product design scheme is very important in today´s highly competitive marketplace. Based on the analyzing and summarizing of current intelligent design methods, an optimization design system with hybrid intelligence, which integrates human intelligence with machine intelligence was explored. Intelligent tools such as genetic algorithm (GA) and case-based reasoning (CBR), were used to find a feasible and optimal solution quickly in a large design space. The way to combine the designer´s intelligence during the whole automatic optimization searching process was described. The optimization design system not only integrates the intelligence of design examples, experts, designers and computer, but also supports the designers to utilize all the knowledge resources to design. Finally, a case study is used to specify the implementation procedure of this method.
Keywords :
artificial intelligence; case-based reasoning; genetic algorithms; product design; search problems; automatic optimization searching process; case-based reasoning; competitive marketplace; genetic algorithm; human intelligence; hybrid intelligence; intelligent design methods; intelligent technology; intelligent tools; knowledge resources; large design space; machine intelligence; optimal product design; optimization design system; Algorithm design and analysis; Competitive intelligence; Design automation; Design engineering; Design optimization; Genetic algorithms; Humans; Hybrid intelligent systems; Machine intelligence; Product design;
Conference_Titel :
Intelligent Control and Automation, 2004. WCICA 2004. Fifth World Congress on
Print_ISBN :
0-7803-8273-0
DOI :
10.1109/WCICA.2004.1342108