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A new Probabilistic Extension of Dijkstra’s Algorithm to simulate more realistic traffic flow in a smart city

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  • Galán-García, José L.
  • Aguilera-Venegas, Gabriel
  • Galán-García, María Á.
  • Rodríguez-Cielos, Pedro

Abstract

Dijkstra’s algorithm to solve the shortest path problem (SPP) is a very well-known algorithm. When applied to real situations, although the shortest path can be computed with Dijkstra’s algorithm, it is not always the one that is chosen. In traffic situations, for example, the driver may not know the exact length of the lanes or the shortest path to follow. Even more compelling is the fact that although the driver knows the shortest route, he/she may prefer choosing a different route.

Suggested Citation

  • Galán-García, José L. & Aguilera-Venegas, Gabriel & Galán-García, María Á. & Rodríguez-Cielos, Pedro, 2015. "A new Probabilistic Extension of Dijkstra’s Algorithm to simulate more realistic traffic flow in a smart city," Applied Mathematics and Computation, Elsevier, vol. 267(C), pages 780-789.
  • Handle: RePEc:eee:apmaco:v:267:y:2015:i:c:p:780-789
    DOI: 10.1016/j.amc.2014.11.076
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    References listed on IDEAS

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    1. Renata Paola Dameri & Camille Rosenthal-Sabroux (ed.), 2014. "Smart City," Progress in IS, Springer, edition 127, number 978-3-319-06160-3, April.
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    Cited by:

    1. Yi, Tao & Cheng, Xiaobin & Peng, Peng, 2022. "Two-stage optimal allocation of charging stations based on spatiotemporal complementarity and demand response: A framework based on MCS and DBPSO," Energy, Elsevier, vol. 239(PC).
    2. Yanfei Zhu & Yingjie Tan & Yongfa Chen & Liudan Chen & Kwang Y. Lee, 2024. "UAV Path Planning Based on Random Obstacle Training and Linear Soft Update of DRL in Dense Urban Environment," Energies, MDPI, vol. 17(11), pages 1-19, June.
    3. Hernando, Antonio & Roanes-Lozano, Eugenio & Garcia-Álvarez, Alberto, 2018. "A recommender system for train routing: When concatenating two minimum length paths is not the minimum length path," Applied Mathematics and Computation, Elsevier, vol. 319(C), pages 486-498.

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