Title :
Random Search for Dispatch and Conflict-Free Routing Problem of Capacitated AGV Systems
Author :
Miyamoto, Takahiro ; Inoue, Ken
Author_Institution :
Div. of Electr., Electron. & Inf. Eng., Osaka Univ., Suita, Japan
Abstract :
In the case of routing problems of real AGV systems, some matters should be considered such as collision avoidance, capacity of system components, ease of changing routes and robustness against disturbance. In recent years, some researches on the dispatch and conflict-free routing problem have been performed, however, to the best of our knowledge, there exists no research on the dispatch and conflict-free routing problem of capacitated AGV systems(DCFRPC). In the DCFRPC, the capacity of each AGV and buffer is a fixed and finite number, and conflict-free routing must be achieved. This paper proposes a formulation of the DCFRPC and a random search method. This paper also evaluates the proposed method by computational experiments.
Keywords :
automatic guided vehicles; collision avoidance; dispatching; random processes; robust control; search problems; vehicle routing; DCFRPC; automated guided vehicle; capacitated AGV systems; collision avoidance; conflict-free routing problem; dispatching; disturbance robustness; finite number; fixed number; random search method; real AGV systems; routes changing; system components capacity; Dispatching; Linear programming; Optimization; Routing; Schedules; Search methods; Vehicles; AGV; capacitated AGV systems; conflict-free routing; dispatching;
Conference_Titel :
Systems, Man, and Cybernetics (SMC), 2013 IEEE International Conference on
Conference_Location :
Manchester
DOI :
10.1109/SMC.2013.278