Multiobjective Heuristic Scheduling of Automated Manufacturing Systems Based on Petri Nets
Chong Wen Yu, Bo Huang, Jiangen Hao · International Journal of Machine Learning and Computing · 2021
In practice, automated manufacturing systems usually have multiple, incommensurate, and conflicting objectives to achieve. To deal with them, this paper proposes an extend Petri nets for the multiobjective scheduling of AMSs. In addition, a multiobjective heuristic A* search within reachability graphs of extended Petri nets is also proposed to schedule these nets. The method can obtain all Pareto-optimal schedules for the underlying systems if admissible heuristic functions are used. Finally, the effectiveness of the method is illustrated by some experimental systems.