Paper Info
Title
Effective approaches to group role assignment with a flexible formation
Abstract
Group role assignment with a flexible formation (GRAFF) is essential for group performance optimization in collaborative systems. In this paper, problems of GRAFF are formalized based on the Environment-Class, Agent, Role, Group, and Object (E-CARGO) model. Then, based on group role assignment (GRA) and linear programming (LP), two algorithms are proposed. Experiments are developed to analyze the performance of each proposed algorithm. Results indicate that the proposed algorithms are effective and the linear programming-based algorithm implemented with the IBM ILOG CPLEX package is the most efficient way to solve problems of GRAFF.
Year
DOI
Venue
2014
10.1109/SMC.2014.6974115
SMC
Keywords
Field
DocType
linear programming-based algorithm,role assignment,linear programming,multi-agent systems,group role assignment,ibm ilog cplex package,flexible formation,graff,roles,role-based collaboration,lp,e-cargo model
Computer science,Inductive programming,Theoretical computer science,Artificial intelligence,Programming domain,Machine learning,Distributed computing
Conference
ISSN
Citations 
PageRank 
1062-922X
0
0.34
References 
Authors
7
4
Name
Order
Citations
PageRank
Yin Sheng120211.14
Haibin Zhu275770.04
Xianzhong Zhou343927.01
Youfa Wang400.68