关键词: 产品开发, K-mediods聚类, 双边匹配, 任务分配

Abstract: Aiming at the huge number of task and personnel in the product development,a task assignment method of product development based on clustering analysis and two-sided matching was proposed to improve the overall satisfaction between task and personnel.By considering the index information of personnel attributes,the personnel were clustered by K-mediods clustering algorithm,which had the similar attribute characteristics.The evaluation and decision of optimal task set corresponded to each personnel clustering were realized by combining personnel preference information with dominance analysis based tasks sorting method,and then the exact match of task and personnel was realized in each clustering group based on two-sided matching theory.The feasibility and effectiveness of the proposed method were demonstrated by a case study.

Key words: product development, K-mediods clustering, two-sided matching, task assignment