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Evolutionary Approach for Bus Synchronization

  • Sergio NesmachnowEmail author
  • Jonathan MurañaEmail author
  • Gerardo Goñi
  • Renzo Massobrio
  • Andrei Tchernykh
Conference paper
  • 24 Downloads
Part of the Communications in Computer and Information Science book series (CCIS, volume 1087)

Abstract

This article presents the application of evolutionary algorithms to solve the bus synchronization problem. The problem model includes extended synchronization points, accounting for every pair of bus stops in a city, and the transfer demands for each pair of lines on each pair of bus stops. A specific evolutionary algorithm is proposed to efficiently solve the problem and results are compared with intuitive algorithms and also with the current planning of the transportation system on real scenarios from the city of Montevideo, Uruguay. Experimental results indicate that the proposed evolutionary algorithm is able to improve in up to 13.33% the synchronizations with respect to the current planning and systematically outperforms other baseline methods.

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Copyright information

© Springer Nature Switzerland AG 2020

Authors and Affiliations

  1. 1.Universidad de la RepúblicaMontevideoUruguay
  2. 2.Centro de Investigación Científica y Educacion Superior de EnsenadaEnsenadaMexico

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