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

Abstract

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.

Keywords

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