Title :
Gene expression-based collaborative designer selection and optimization
Author :
Wang, Weili ; Yang, Yu ; Liang, Xuedong ; Wang, Jing
Author_Institution :
Coll. of Mech. Eng., Chongqing Univ., Chongqing
Abstract :
Aiming at the problem of selecting designers ignoring the consideration of collaborative efficiency during collaborative design process, a modeling method of product innovation designer´s selection is proposed, based on considering the importance of collaborative efficiency. In this paper, firstly, the gene expression about product collaborative designer selection is given. Secondly, two matrixes, which are designer-designer collaborative efficiency matrix and designer-task adaptation matrix, are constructed to form designer selection model. Thirdly, the calculation process of selecting optimal product designers is introduced with an improved genetic algorithm. Finally, an engineering example is given to prove that the proposed model is able to realize optimal selection of designers. At the same time, a good calculative efficiency is obtained with this improved genetic algorithm.
Keywords :
genetic algorithms; groupware; software engineering; collaborative designer selection; designer selection model; designer-task adaptation matrix; gene expression; genetic algorithm; product innovation; Algorithm design and analysis; Collaboration; Collaborative work; Design optimization; Educational institutions; Gene expression; Genetic algorithms; Mechanical engineering; Process design; Product design; Collaborative design; Designer selection; Genetic algorithm;
Conference_Titel :
Computer Supported Cooperative Work in Design, 2008. CSCWD 2008. 12th International Conference on
Conference_Location :
Xi´an
Print_ISBN :
978-1-4244-1650-9
Electronic_ISBN :
978-1-4244-1651-6
DOI :
10.1109/CSCWD.2008.4536984