An exact method for the integrated optimization of subway lines operation strategies with asymmetric passenger demand and operating costs

•We optimize service frequency, timetable, rolling stock plan and train speed profiles jointly.•We investigate asymmetric operation strategies to better meet actual passenger demands.•We formulate the integrated optimization problem as an original MINLP model.•We design an exact algorithm with custo...

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