Transportation Research Record Journal of the Transportation Research Board · 2009 · 167 citations · 12 references
EngineeringSystems EngineeringTransportation PlanningOptimizationTransportationTransportation EngineeringMathematical ProgrammingOptimal ControlReal-time ControlReal-time OptimizationTransport OperationsTransportation ModelsBus OperationsCapacity ConstraintsConstraintsLinear ConstraintsObjective Function FormulationPhysical CapacityReal-time Control StrategiesTransportation System Optimization
A real-time mathematical programming model of buses operating on a transit corridor that incorporates vehicle-capacity constraints is proposed. The objective for the model is to minimize the total times experienced by all passengers in the system, from the moment they arrive at a stop to the moment they reach their destination. Two control policies are considered: (a) vehicle holding, which is applicable at any stop, and (b) boarding limits that constrain the number of passengers entering a vehicle even when the vehicle is at less than physical capacity, to increase operating speed. The objective function is quadratic, but not convex with linear constraints. This problem is solved by using MINOS in a reasonable amount of computation time. A case study in a high-demand scenario shows that the proposed control achieves reductions in the objective function of more than 22% and 12% compared with no control and only holding strategies, respectively.
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Transportation Research Record
Anne Vingaard Olesen, Erik Kjems, Kristian Hegner Reinau et al. · 2016 · 11.4K citations