Bike sharing systems via birth-death process and simulation modelling

Lena Wallwork; Uchechukwu Obinwanne; Wenying Feng

doi:10.29007/zx61

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Bike sharing systems via birth-death process and simulation modelling

10 pages•Published: March 21, 2024

Lena Wallwork, Uchechukwu Obinwanne and Wenying Feng

Abstract

In this paper, we present a simulation study for a bike-sharing network. The model is analyzed with the Birth-Death process as well as a multidimensional Markov queueing system. We evaluate the steady-state probability of running out of docking stations or bikes. The results provide guidelines for the setup of the network with optimized system efficiency.

Keyphrases: Bike sharing system, birth-death process, Markov Network, simulation

In: Ajay Bandi, Mohammad Hossain and Ying Jin (editors). Proceedings of 39th International Conference on Computers and Their Applications, vol 98, pages 179--188

Links:	https://easychair.org/publications/paper/bLdp
	https://doi.org/10.29007/zx61

BibTeX entry

@inproceedings{CATA2024:Bike_sharing_systems_via,
  author    = {Lena Wallwork and Uchechukwu Obinwanne and Wenying Feng},
  title     = {Bike sharing systems via birth-death process and simulation modelling},
  booktitle = {Proceedings of 39th International Conference on Computers and Their Applications},
  editor    = {Ajay Bandi and Mohammad Hossain and Ying Jin},
  series    = {EPiC Series in Computing},
  volume    = {98},
  pages     = {179--188},
  year      = {2024},
  publisher = {EasyChair},
  bibsource = {EasyChair, https://easychair.org},
  issn      = {2398-7340},
  url       = {https://easychair.org/publications/paper/bLdp},
  doi       = {10.29007/zx61}}

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