Task Allocation Optimization in Collaborative Customized Product Development Based on Adaptive Genetic Algorithm

Journal of Intelligent Systems

Li Leiting¹  Liu Aijun²  Yang Yu³  Zhao Jiali³  Bao Beifang³ 

[1] Chongqing Academy of Science and Technology, Chongqing 401123, China;Economy and Management School, Xidian University, Xi’an 710071, China;State Key Laboratory of Mechanical Transmission, Chongqing University, Chongqing 400030, China;

关键词: collaborative customized product development;    task allocation;    task fitness;    task coordination efficiency;    adaptive genetic algorithm;    subject classification codes: c931, tp391;   

DOI  :  10.1515/jisys-2013-0011

来源: DOAJ

【 摘 要 】

Due to the currently insufficient consideration of task fitness and task coordination for task allocation in collaborative customized product development, this research was conducted based on the analysis of collaborative customized product development process and task allocation strategy. The definitions and calculation formulas of task fitness and task coordination efficiency were derived, and a multiobjective optimization model of product customization task allocation was constructed. A solution based on adaptive genetic algorithm was proposed, and the feasibility and effectiveness of the task allocation algorithm were tested and verified using a 5-MW wind turbine product development project as example.

【 授权许可】

Unknown