Solving the Group Multirole Assignment Problem by Improving the ILOG Approach
Haibin Zhu, Dongning Liu, Siqin Zhang, Shaohua Teng, Yu Zhu · IEEE Transactions on Systems Man and Cybernetics Systems · 2016
Role assignment is a critical element in the role-based collaboration process. There are many different requirements to be considered when undertaking this task. This correspondence paper formalizes the group multirole assignment (GMRA) problem; proves the necessary and sufficient condition for the problem to have a feasible solution, provides an improved IBM ILOG CPLEX optimization package solution, and verifies the proposed solution with experiments. The contributions of this paper include: 1) the formalization of an important engineering problem, i.e., the GMRA problem; 2) a theoretical proof of the necessary and sufficient condition for GMRA to have a feasible solution; and 3) an improved ILOG solution to such a problem.