Title :
Simulation-based scheduling package using generalized Petri net models
Author :
Tamaki, Hisashi ; Araki, Mituhiko
Author_Institution :
Dept. of Electr. Eng., Kyoto Univ., Japan
Abstract :
This paper describes the outline of the package which gives “good” feasible schedules for production systems. Such schedules are produced by systematic search using the simulator incorporated in the package. In the simulator, production systems are modeled by generalized Petri nets, and both forward and backward simulations can be carried out. These two alternatives offer us an earliest start schedule and a latest start schedule, respectively. As methods of making systematic search, a branch-and-bound method and heuristic methods using priority rules are incorporated at present, while the simulated annealing method and the genetic algorithm are left as future possibilities. It is assured by numerical experiments that the package can give reasonable solutions within reasonable computational time for several problems of comparatively small size
Keywords :
Petri nets; digital simulation; optimisation; production control; production engineering computing; search problems; software packages; backward simulat; branch-and-bound method; forward and backward simulations; generalized Petri net models; heuristic methods; production systems; simulation-based scheduling; software package; systematic search; Computational modeling; Discrete event systems; Genetic algorithms; Job shop scheduling; Packaging machines; Petri nets; Processor scheduling; Production systems; Simulated annealing; Space power stations;
Conference_Titel :
Industrial Electronics, Control, and Instrumentation, 1993. Proceedings of the IECON '93., International Conference on
Conference_Location :
Maui, HI
Print_ISBN :
0-7803-0891-3
DOI :
10.1109/IECON.1993.339035