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In this paper, we study an optimization approach for congestion management for traffic signal control systems via first-order hybrid Petri nets. The traffic signal control problem is represented by the optimal firing sequence problem for the first-order hybrid Petri net (FOHPN). In order to solve large scale problems, the Petri net decomposition approach for FOHPN is developed. The computational results...