DocumentCode :
3148267
Title :
A Study of Web-based Multi-objective Collaborative Design Synthesis and Its Evaluation
Author :
Zheng, Xiangwei ; Liu, Hong
Author_Institution :
Shandong Normal Univ., Jinan
fYear :
2007
fDate :
26-28 April 2007
Firstpage :
214
Lastpage :
219
Abstract :
Multi-objective collaborative design synthesis and its evaluation is usually viewed as a multi-objective optimization problem (MOP). In this paper, it is formulated firstly and then, a hybrid Multi-objective Evolutionary Algorithm (h-MOEA) is proposed by introducing ideas from evolutionary computation, which is suitable for solving the MOP in design synthesis and its evaluation. Furthermore, a design synthesis and its evaluation method supporting multi-objective collaborative design, composed of many iterative steps, is developed and the h-MOEA is encapsulated as a black-box optimization tool to generate design solutions, namely the Pareto optimal set. And also, a Web-based experimental prototype is developed to verify the proposed method. Finally, a case study has been done to evaluate the effectiveness of proposed methods.
Keywords :
CAD; Internet; Pareto optimisation; design engineering; genetic algorithms; groupware; iterative methods; Pareto optimal set; Web-based multiobjective collaborative design synthesis; black-box optimization tool; h-MOEA algorithm; hybrid multiobjective evolutionary algorithm; iterative steps; multiobjective optimization problem; Algorithm design and analysis; Collaboration; Collaborative work; Design methodology; Design optimization; Evolutionary computation; Iterative methods; Manufacturing; Pareto optimization; Prototypes; Collaborative design; Evolutionary Algorithm; Multi-objective Optimization Problem;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Supported Cooperative Work in Design, 2007. CSCWD 2007. 11th International Conference on
Conference_Location :
Melbourne, Vic.
Print_ISBN :
1-4244-0963-2
Electronic_ISBN :
1-4244-0963-2
Type :
conf
DOI :
10.1109/CSCWD.2007.4281437
Filename :
4281437
Link To Document :
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