Back to Search Start Over

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

Authors :
Wang, Xiaolei
Ci, Tiejun
Tsai, Sang-Bing
Liu, Aijun
Chen, Quan
Source :
PLoS ONE; 8/1/2018, Vol. 13 Issue 8, p1-16, 16p
Publication Year :
2018

Abstract

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. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
19326203
Volume :
13
Issue :
8
Database :
Complementary Index
Journal :
PLoS ONE
Publication Type :
Academic Journal
Accession number :
131014043
Full Text :
https://doi.org/10.1371/journal.pone.0200753