An empirical study of collaborative capacity evaluation and scheduling optimization for a CPD project

作者：Wang, Xiaolei; Ci, Tiejun; Tsai, Sang-Bing^*; Liu, Aijun^*; Chen, Quan^*

来源：PLos One, 2018, 13(8): e0200753.

DOI：10.1371/journal.pone.0200753

• MODEL

In a collaborative product design project, reasonable resource allocation can shorten the development cycle and reduce cost. Team capacity evaluation and a task-team scheduling model are presented. A collaborative team capacity model is constructed, and a 2-tuple linguistic method is used to evaluate the capacity of collaborative teams. Next, the matching degree between design task and collaborative team is defined. A collaborative product design scheduling model considering task-team matching is developed. Combined with the simulated annealing operator, based on the single-coding strategy, self-adaptive multi-point cross and mutation, an improved genetic algorithm is proposed to solve the model. Finally, a case study is presented to validate the method.

• 出版日期2018-8-1
• 单位首都经济贸易大学; 电子科技大学; 华北电力大学（保定）; 西安电子科技大学; 北京师范大学; 华北电力大学