Using metaheuristics for the location of bicycle stations

作者:

Highlights:

• We considered not only real data: population, geographic, and use.

• We have used five different metaheuristic algorithms: GA, ILS, PSO, SA, and VNS.

• We have configured all these algorithms automatically using irace.

• We analyze the algorithm performances and the best model approach.

• We can improve the current system of Malaga by adding more stations.

摘要

•We considered not only real data: population, geographic, and use.•We have used five different metaheuristic algorithms: GA, ILS, PSO, SA, and VNS.•We have configured all these algorithms automatically using irace.•We analyze the algorithm performances and the best model approach.•We can improve the current system of Malaga by adding more stations.

论文关键词:Bike station location,p-Median problem,Metaheuristics

论文评审过程:Received 4 March 2020, Revised 28 May 2020, Accepted 19 June 2020, Available online 2 July 2020, Version of Record 10 July 2020.

论文官网地址:https://doi.org/10.1016/j.eswa.2020.113684