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- W103960401 abstract "In this paper, we develop a simulation optimization algorithm for determining the traffic light signal timings for an intersection of two one-way street traffic flows modeled as single-server queues. The system performance is estimated via stochastic discreteevent simulation, and gradient-based search based on stochastic approximation is applied. In particular, we use smoothed perturbation analysis to derive both left-hand and right-hand gradient estimators of the queue lengths with respect to the green/red light lengths within a signal cycle. Numerical experiments compare the performance of the gradient estimators with finite-difference estimators and illustrate the optimization algorithm." @default.
- W103960401 created "2016-06-24" @default.
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- W103960401 date "2006-07-12" @default.
- W103960401 modified "2023-09-27" @default.
- W103960401 title "Simulation optimization of traffic light signal timings via perturbation analysis" @default.
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