Skip to main content

Metaheuristic Algorithm of Multi-passengers Routing Path for Ride-Sharing Vehicle

  • Conference paper
  • First Online:
Internet of Vehicles. Technologies and Services for Smart Cities (IOV 2017)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 10689))

Included in the following conference series:

Abstract

With the standard of medical treatment raised up, the number of population is increased. People need to the extent new space for living. The convenient traffic is part of people life. Internet of things (IoT) promotes the development of riding-sharing which solving traffic blocked problem and made transportation flexible. This paper focuses on multi-people path planning by sharing vehicle problem to have more convenient traffic. In the current, public transports have fixed route so that passengers need to wait for the bus at the bus stop. The route path always cannot satisfy the request of customers. This paper adopts novelty concept of the ride-sharing to solve multi-path and passenger schedule planning problem to have highly flexible traffic method. We considering the waiting time of passenger and short path problem, and then propose two algorithms based on metaheuristic algorithm. Simulation represents that proposed method can design the best-shared vehicle path for different environments.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Varaiya, P.: Smart cars on smart roads: problems of control. IEEE Trans. Autom. Control 38(2), 195–207 (1993)

    Article  MathSciNet  Google Scholar 

  2. Ng, K.K.H., Lee, C.K.M., Zhang, S.Z., Wu, K., Ho, W.: A multiple colonies artificial bee colony algorithm for a capacitated vehicle routing problem and re-routing strategies under time-dependent traffic congestion. Comput. Industr. Eng. 109, 151–168 (2017)

    Article  Google Scholar 

  3. Lam, A.Y., Leung, Y.W., Chu, X.: Autonomous-vehicle public transportation system: scheduling and admission control. IEEE Trans. Intell. Transp. Syst. 17(5), 1210–1226 (2016)

    Article  Google Scholar 

  4. Agatz, N., Erera, A., Savelsbergh, M., Wang, X.: Optimization for dynamic ride-sharing: A review. Eur. J. Oper. Res. 223(2), 295–303 (2012)

    Article  MATH  Google Scholar 

  5. Arora, A., Yun, M., Kim, T., Zhou, Y., Choi, H.A.: Automated ride share selection using vehicular area networks. In: IEEE International Conference on Communications Workshops 2009, ICC Workshops 2009. IEEE (2009)

    Google Scholar 

  6. Tao, C., Wu, C.: Behavioral responses to dynamic ridesharing services-The case of taxi-sharing project in Taipei. In: IEEE International Conference on Service Operations and Logistics, and Informatics 2008, IEEE/SOLI 2008, vol. 2. IEEE (2008)

    Google Scholar 

  7. Alsabaan, M., Alasmary, W., Albasir, A., Naik, K.: Vehicular networks for a greener environment: a survey. IEEE Commun. Surv. Tutor. 15(3), 1372–1388 (2013)

    Article  Google Scholar 

  8. Alonso-Mora, J., Samaranayake, S., Wallar, A., Frazzoli, E., Rus, D.: On-demand high-capacity ride-sharing via dynamic trip-vehicle assignment. In: Proceedings of the National Academy of Sciences (2017). 201611675

    Google Scholar 

  9. Ho, S.C., Szeto, W.Y.: GRASP with path relinking for the selective pickup and delivery problem. Expert Syst. Appl. 51, 14–25 (2016)

    Article  Google Scholar 

  10. Teubner, T., Flath, C.M.: The economics of multi-hop ride sharing. Bus. Inf. Syst. Eng. 57(5), 311–324 (2015)

    Article  Google Scholar 

Download references

Acknowledgment

This work was supported in part by the Ministry of Science and Technology, Taiwan, R.O.C., under Contracts MOST 105-2221-E-197-010- MY2, MOST 106-2511-S-259-001 -MY3, MOST 106-2221-E- 006-039 and MOST 105-2221-E-143- 001- MY2.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Yao-Chung Chang .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2017 Springer International Publishing AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Chien, WC., Cho, HH., Chang, YC., Lai, CF., Chao, HC. (2017). Metaheuristic Algorithm of Multi-passengers Routing Path for Ride-Sharing Vehicle. In: Peng, SL., Lee, GL., Klette, R., Hsu, CH. (eds) Internet of Vehicles. Technologies and Services for Smart Cities. IOV 2017. Lecture Notes in Computer Science(), vol 10689. Springer, Cham. https://doi.org/10.1007/978-3-319-72329-7_3

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-72329-7_3

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-72328-0

  • Online ISBN: 978-3-319-72329-7

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics