Abstract
This paper describes the experiments and results obtained from distributing an improved insertion heuristic for the scheduling of passengers’ trip requests over a fleet of vehicles. The distribution has been obtained by means of an agent architecture implemented over Jade. Agents make use of the contract-net protocol as base coordination mechanism for the planning and scheduling of passenger trips. In particular, this paper focuses on the insertion heuristic implementation details within the agent-based architecture and its performance in diverse distributed scenarios when varying the number of hosts.
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Ambrosino, G., et al.: EBusiness Applications to Flexible Transport and Mobility Services (2001), available online at: http://citeseer.nj.nec.com/ambrosino01ebusiness.html
Bellifemine, F. et al.: JADE - A FIPA Compliant Agent Framework. C SELT Internal Technical Report (1999)
Bürckert, H., Fischer, K., et al.: TeleTruck: A Holonic Fleet Management System. In: 14th European Meeting on Cybernetics and Systems Research, pp. 695–700 (1998)
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)
Cubillos, C., Guidi-Polanco, F., Demartini, C.: MADARP: Multi-Agent Architecture for Passenger Transportation Systems. In: ITSC 2005. Proceedings of the 8th IEEE International Conference on Intelligent Transportation Systems, Vienna, Austria, IEEE Compurter Society Press, Los Alamitos (2005)
Cubillos, C., Gaete, S.: Design of an Agent-Based System for Passenger Transportation using PASSI. In: Mira, J., Alvarez, J.R. (eds.) IWINAC 2007. LNCS, vol. 4528, pp. 531–540. Springer, Heidelberg (2007)
Fischer, K., Müller, J.P., Pischel, M.: Cooperative Transportation Scheduling: An application Domain for DAI. Journal of Applied Artificial Intelligence 10 (1996)
Horn, M.E.T.: Fleet Scheduling and Dispatching for Demand-Responsive Passenger Services. Transportation Research C 10C, 35–63 (2002)
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)
Jih, W., Hsu, J.: Dynamic Vehicle Routing using Hybrid Genetic Algorithms. In: IEEE Int. Conf. on robotics & Automation, Detroit, IEEE Computer Society Press, Los Alamitos (May 1999)
Kikuchi, S., Donnelly, R.A.: Scheduling Demand-Responsive Transportation Vehicles using Fuzzy-Set Theory. Journal of Transportation Engineering 118(3), 391–409 (1992)
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)
Li, H., Lim, A.: A Metaheuristic for the Pickup and Delivery problem with Time Windows. In: ICTAI 2001. 13th IEEE International Conference on Tools with Artificial Intelligence, Texas, IEEE Computer Society Press, Los Alamitos (2001)
Miyamoto, T., Nakatyou, K., Kumagai, S.: Route planning method for a dial -a-ride problem. In: IEEE Int. Conf. on SMC, vol. 4, pp. 4002–4007 (2003)
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)
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)
Psaraftis, N.H.: Dynamic vehicle routing: Status and prospects. Annals of Operation Research 61, 143–164 (1995)
Uchimura, K., et al.: Demand responsive services in hierarchical public transportation system. IEEE Trans. on Vehicular Technology 51(4), 760–766 (2002)
Teodorovic, D., Radivojevic, G.A.: Fuzzy Logic Approach to Dynamic Dial-A-Ride Problem. Fuzzy Sets and Systems 116, 23–33 (2000)
Weiss, G.: Multiagent Systems: A Modern Approach to Distributed Artificial Intelligence. MIT Press, Massachusetts, USA (1999)
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Cubillos, C., Crawford, B., Rodríguez, N. (2007). Distributed Planning for the On-Line Dial-a-Ride Problem. In: Preparata, F.P., Fang, Q. (eds) Frontiers in Algorithmics. FAW 2007. Lecture Notes in Computer Science, vol 4613. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-73814-5_12
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DOI: https://doi.org/10.1007/978-3-540-73814-5_12
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