Title :
On the complexity of optimal deadlock avoidance in flexible manufacturing systems
Author :
Reveliotis, Spiridon A. ; Lawley, Mark A. ; Ferreira, Placid M.
Author_Institution :
Sch. of Ind. & Syst. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
Abstract :
The problem of the manufacturing system deadlock has received considerable attention recently, since its effective solution is a prerequisite to the implementation of large-scale flexibly automated discrete-part manufacturing systems (FMS). Its difficulty arises from the fact that in the FMS context, the computation of the optimal deadlock avoidance policy (DAP) is NP-hard. This paper proves that for a large subclass of FMS, with significant practical relevance, the optimal DAP is polynomially tractable in real-time. The implications of this result to broader FMS classes are also considered
Keywords :
computational complexity; flexible manufacturing systems; optimisation; production control; resource allocation; state-space methods; FMS; NP-hard problem; discrete-part manufacturing; flexible manufacturing systems; optimal deadlock avoidance; production control; resource allocation; state space; Automatic control; Digital audio players; Flexible manufacturing systems; Industrial engineering; Manufacturing automation; Manufacturing industries; Polynomials; Real time systems; Resource management; System recovery;
Conference_Titel :
American Control Conference, 1997. Proceedings of the 1997
Conference_Location :
Albuquerque, NM
Print_ISBN :
0-7803-3832-4
DOI :
10.1109/ACC.1997.609678