Title :
Resource constrained multirobot task allocation with an optimal solution
Author :
Wen Shang ; Jun Zhong ; Qin Yan ; Jian Chen
Author_Institution :
Sch. of Mech. & Electr. Eng., Suzhou Univ. of Sci. & Technol., Suzhou, China
Abstract :
This paper investigates the multirobot task allocation problem for a group of heterogeneous mobile robots while considering the resource constraints. The robots and tasks are characterized by resources as required by task execution. We propose to formulate this problem as a synchronization/simultaneity constrained set-partitioning mixed integer programming problem. The branch-and-bound approach is used to derive the optimal solution. Simulations for a small group of mobile robots demonstrate the effectiveness of the proposed approach.
Keywords :
integer programming; mobile robots; multi-robot systems; optimal control; tree searching; branch-and-bound approach; heterogeneous mobile robots; multirobot task allocation; optimal solution; resource constraints; set-partitioning mixed integer programming; Delay; Linear programming; Resource management; Robot kinematics; Robot sensing systems; Schedules; Multi-robot Task Allocation; Optimal Approach; Resource Constraint;
Conference_Titel :
Mechatronics and Automation (ICMA), 2012 International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4673-1275-2
DOI :
10.1109/ICMA.2012.6285719