Research on multi-objective optimisation for shared bicycle dispatching
by Wei Zhang; Saiyu Zhang
International Journal of Vehicle Information and Communication Systems (IJVICS), Vol. 9, No. 4, 2024

Abstract: The problem of dispatching is key to management of shared bicycles. Considering the number of borrowing and returning events during the dispatching period, optimisation plans of shared bicycles dispatching are studied in this paper. Firstly, the dispatching model of shared bicycles is built, which regards the dispatching cost and lost demand as optimised objectives. Secondly, the solution algorithm is designed based on non-dominated Genetic Algorithm. Finally, a case is given to illustrate the application of the method. The research results show that the method proposed in the paper can get optimised dispatching plans, and the model considering borrowing and returning during dispatching period has better effects with a 39.3% decrease in lost demand.

Online publication date: Mon, 07-Oct-2024

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