Skip to main content

MADARP: A Distributed Agent-Based System for On-Line DARP

  • Conference paper
Parallel and Distributed Processing and Applications (ISPA 2007)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 4742))

Abstract

The present work describes the design of a distributed agent system devoted to the Dial-a-Ride Problem. This routing and scheduling problem consists in finding a set of routes and schedules for each vehicle that satisfies a set of trip requests comming from users. The agent system distributes an improved insertion heuristic for the scheduling of passengers’ trip requests over a fleet of vehicles. Agents make use of the contract-net protocol as base coordination mechanism for the planning and scheduling of passenger trips.

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 129.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 169.99
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

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Ambrosino, G., et al.: EBusiness Applications to Flexible Transport and Mobility Services (2001), available online at: http://citeseer.nj.nec.com/ambrosino01ebusiness.html

  2. Burrafato, P., Cossentino, M.: Designing a multiagent solution for a bookstore with the passi methodology. In: 4th Fourth International Bi-Conference Workshop on AgentOriented Information Systems (2002)

    Google Scholar 

  3. Coslovich, L., Pesenti, R., Ukovich, W.: A Two-Phase Insertion Technique of Unexpected Customers for a Dynamic Dial-a-Ride Problem. Technical Report Working paper, Universita di Trieste, Italy (2003)

    Google Scholar 

  4. Cubillos, C., Rodríguez, N., Crawford, B.: A Study on Genetic Algorithms for the DARP Problem. J. In: Mira, J., Alvarez, J.R. (eds.) IWINAC 2007, Part I. LNCS, vol. 4527, pp. 498–507. Springer, Heidelberg (2007)

    Google Scholar 

  5. Cubillos, C., Gaete, S.: Design of an Agent-Based System for Passenger Transportation using PASSI. In: Mira, J., Alvarez, J.R. (eds.) IWINAC 2007, Part II. LNCS, vol. 4528, pp. 531–540. Springer, Heidelberg (2007)

    Google Scholar 

  6. Fischer, K., Müller, J.P., Pischel, M.: Cooperative Transportation Scheduling: An application Domain for DAI. Journal of Applied Artificial Intelligence 10 (1996)

    Google Scholar 

  7. Horn, M.E.T.: Fleet Scheduling and Dispatching for Demand-Responsive Passenger Services. Transportation Research C 10C, 35–63 (2002)

    Google Scholar 

  8. Jaw, J., et al.: A heuristic algorithm for the multiple-vehicle advance request dial-a-ride problem with time windows. Transportation Research 20B(3), 243–257 (1986)

    Google Scholar 

  9. Jih, W., Hsu, J.: Dynamic Vehicle Routing using Hybrid Genetic Algorithms. In: IEEE Int. Conf. on robotics & Automation. Detroit (1999)

    Google Scholar 

  10. Kikuchi, S., Donnelly, R.A.: Scheduling Demand-Responsive Transportation Vehicles using Fuzzy-Set Theory. Journal of Transportation Engineering 118(3), 391–409 (1992)

    Google Scholar 

  11. Kohout, R., Erol, K., Robert, C.: In-Time Agent-Based Vehicle Routing with a Stochastic Improvement Heuristic. In: AAAI/IAAI Int. Conf., Orlando, Florida, pp. 864–869 (1999)

    Google Scholar 

  12. Montemanni, R., Gambardella, et al.: A new algorithm for a dynamic vehicle routing problem based on ant colony system. In: 2nd Int. Workshop on Freight Transportation and Logistics (2003)

    Google Scholar 

  13. Perugini, D., Lambert, D., et al.: A distributed agent approach to global transportation scheduling. In: IEEE/ WIC Int. Conf. on Intelligent Agent Technology, pp. 18–24. IEEE Computer Society Press, Los Alamitos (2003)

    Google Scholar 

  14. Teodorovic, D., Radivojevic, G.: A Fuzzy Logic Approach to Dynamic Dial-A-Ride Problem. Fuzzy Sets and Systems 116, 23–33 (2000)

    Google Scholar 

  15. Weiss, G.: Multiagent Systems: A Modern Approach to Distributed Artificial Intelligence. MIT Press, Massachusetts, USA (1999)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Ivan Stojmenovic Ruppa K. Thulasiram Laurence T. Yang Weijia Jia Minyi Guo Rodrigo Fernandes de Mello

Rights and permissions

Reprints and permissions

Copyright information

© 2007 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Cubillos, C., Crawford, B., Rodríguez, N. (2007). MADARP: A Distributed Agent-Based System for On-Line DARP. In: Stojmenovic, I., Thulasiram, R.K., Yang, L.T., Jia, W., Guo, M., de Mello, R.F. (eds) Parallel and Distributed Processing and Applications. ISPA 2007. Lecture Notes in Computer Science, vol 4742. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-74742-0_17

Download citation

  • DOI: https://doi.org/10.1007/978-3-540-74742-0_17

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-74741-3

  • Online ISBN: 978-3-540-74742-0

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics