Title :
A decomposition method for optimal firing sequence problems for first-order hybrid Petri nets
Author :
Nishi, Tatsushi ; Shimatani, Kenichi ; Inuiguchi, Masahiro
Author_Institution :
Math. Sci. for Social Syst., Osaka Univ., Toyonaka, Japan
Abstract :
In this paper, we propose a general decomposition method for transition firing sequence problems for first order hybrid Petri nets. The optimal transition firing sequence problem for first-order hybrid Petri nets is formulated as a mixed integer programming problem. We propose a Lagrangian relaxation method for solving optimal transition firing sequence problems. The hybrid Petri net is decomposed into several subnets in which the optimal firing sequence for each subnet is easily solved. The optimality of solution can be evaluated by duality gap derived by Lagrangian relaxation method. The proposed method is applied to a small-scale example. Computational experiments demonstrate the validity of the proposed formulation.
Keywords :
Petri nets; duality (mathematics); integer programming; relaxation theory; sequences; Lagrangian relaxation; decomposition method; duality gap; first-order hybrid Petri net; mixed integer programming; optimal transition firing sequence; Cities and towns; Cybernetics; Equations; Lagrangian functions; Linear programming; Mathematical model; Petri nets; Relaxation methods; USA Councils; Vectors; La-grangian relaxation; decomposition; firing sequence problem; first-order hybrid Petri Nets; optimization;
Conference_Titel :
Systems, Man and Cybernetics, 2009. SMC 2009. IEEE International Conference on
Conference_Location :
San Antonio, TX
Print_ISBN :
978-1-4244-2793-2
Electronic_ISBN :
1062-922X
DOI :
10.1109/ICSMC.2009.5345896