Title :
FMS scheduling using backtracking-free heuristic search based on Petri net state equations
Author :
Chen, Shih Chang ; Jeng, Mu Der
Author_Institution :
Dept. of Electr. Eng., Nat. Taiwan Ocean Univ., Keelung, Taiwan
Abstract :
This paper presents an efficient heuristic search method which does not require backtracking and is based on the state equations of Petri nets for scheduling flexible manufacturing systems (FMSs). If a heuristic method is precise and the model´s terminal markings are the final markings (also there is no dead marking), it always leads to an optimal or near-optimal solution without backtracking. The approach proposed in this paper is based on a theory of Petri nets using net synthesis and state equations, such that these two conditions are satisfied. Moreover, backtracking-free means searching fewer states in the scheduling procedure, which corresponds to improving the scheduling efficiency
Keywords :
Petri nets; flexible manufacturing systems; minimisation; production control; search problems; FMS scheduling; Petri net state equations; backtracking-free heuristic search; near-optimal solution; net synthesis; optimal solution; scheduling efficiency; terminal markings; Equations; Flexible manufacturing systems; Job shop scheduling; Network synthesis; Oceans; Petri nets; Process control; Processor scheduling; Scheduling algorithm; Search methods;
Conference_Titel :
Systems, Man and Cybernetics, 1995. Intelligent Systems for the 21st Century., IEEE International Conference on
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7803-2559-1
DOI :
10.1109/ICSMC.1995.538099