Abstract
This paper provides a survey of existing research on agent-based approaches to transportation and traffic management. A framework for describing and assessing this work will be presented and systematically applied. We are mainly adopting a logistical perspective, thus focusing on freight transportation. However, when relevant, work of traffic and transport of people will be considered. A general conclusion from our study is that agent-based approaches seem very suitable for this domain, but that this still needs to be verified by more deployed system.
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Abouaïssa, H., Nicolas, J.C., Benasser, A., Czesnalowicz, E., Formal specification of Multi-Agent Systems: Approach based on meta-models and high-level Petri-nets — Case study of a transportation systems, Second IEEE International Conference on Systems, Man and Cybernetics, Volume 5, IEEE Computer Society Press, 2002.
Adler, J.L., Satapathy, G., Manikonda, V., Bowles, B., Blue, V.J., A multi-agent approach to cooperative traffic management and route guidance, Transportation Research Part B, Vol. 39, pp. 297–318, 2005.
Allo, B., Guettier, C., Léubin, N., A demonstration of dedicated constraint-based planning within agent-based architectures for autonomous aircraft, IEEE International Symposium on Intelligent Control, pp. 31–38, 2001.
Balbo, F., Pinson, S., Toward a Multi-agent Modelling Approach for Urban Public Transportation Systems, Engineering Societies in the Agents World II, LNAI 2203, pp. 160–174, Springer, 2001
Ballou, R.H., Business Logistics Management, 4th Ed. Prentice Hall International, 1999.
Bergkvist M., Davidsson, P., Persson, J.A., and Ramstedt, L., A Hybrid Micro-Simulator for Determining the Effects of Governmental Control Policies on Transport Chains, Multi-Agent-Based Simulation IV, LNAI Vol. 3415, Springer, 2005.
Blum, J., Eskandarian, A., Enhancing intelligent agent collaboration for flow optimization of railroad traffic, Transport Research Part A, 2002.
Blum, J., Eskandarian, A., “Domain-specific genetic agents for flow optimization of freight railroad traffic, 8th International Conference on Computers in Railways, Wessex Institute of Technology, Lemnos, Greece, 2002.
Bouzid, M., On-line transportation Scheduling using Spatio-Temporal Reasoning, 10th International Symposium on Temporal Representation and Reasoning and Fourth International Conference on Temporal Logic, IEEE, 2003.
Brewer, P.J., Plott, C.R., A binary conflict ascending price (BICAP) mechanism for the decentralized allocation of the right to use railroad tracks, Int. Journal of Industrial Organisation, Vol. 14: 857–866, 1996.
Buchheit, M., Kuhn, N., Müller, J. P., Pischel, M., MARS: Modeling a multiagent scenario for shipping companies. European Simulation Symposium, Society for Computer Simulation, 1992.
Budenske, J., Newhouse, J., Bonney, J., Wu, J., Agent-based schedule validation and verification”, IEEE International Conference on Systems, Man, and Cybernetics, Vol. 1: 616–621, 2001.
Bürckert, H-J., Funk, P., Vierke, G., An intercompany dispatch support system for intermodal transport chains, 33rd Hawaii International Conference on System Science, 2000.
Burstein, M., Ferguson, G., Allen, J., Integrating agent-based mixed-initiative control with an existing multi-agent planning system, Fourth International Conference on MultiAgent Systems, pp. 389–390, 2000.
Böcker, J., Lind, J., Zirkler, B., Using a multi-agent approach to optimise the train coupling and sharing system, European Journal of Operational Research, Vol. 134:242–252, 2001.
Callantine, T., Prevôt, T., Battiste, V., and Johnson, W., Agent-based support for distributed air/ground traffic management simulation research, AIAA 2003–5371, Reston, VA, U.S.A, American Institute of Aeronautics and Astronautics, 2003.
Carrascosa, C., Rebollo, M., Vicente, J., Botti, V., A MAS Approach for Port Container Terminal Management: The Transtainer Agent. Proceedings of SCI, IFSR, 2001.
Choy, M.C., Srinivasan, D., Cheu, R.L., Cooperative, Hybrid Agent Architecture for Real-time traffic control, IEEE Transactions on Systems, Man and Cybernetics, Part A, Vol. 33, Issue 5, pp. 597–607, Sept. 2003.
Clearwater, S.H. (ed.), Market-Based Control: Some early lessons, World Scientific, 1996.
Cuppari, A., Guida, L., Martelli, M., Mascardi, V., Zini, F., Prototyping freight trains traffic management using Multi-Agent Systems, IEEE International Conference on Information, Intelligence and Systems, 1999.
Degano, C., Di Febbraro, A., Fornara, P., Fault diagnosis in an intermodal container terminal. 8th IEEE International Conference on Emerging Technologies and Factory Automation: 433–440, Vol. 2, 2001.
Degano, C., Pellegrino, A., Multi-Agent Coordination and Collaboration for Control and Optimization Strategies in an Intermodal Container Terminal, IEEE International Engineering Management Conference, 2002.
Dong, J-W., Li, Y-J., Agent-based design and organization of intermodal freight transportation systems, Second International Conference on Machine Learning and Cybernetics, pp. 2269–2274, 2003.
European Conference of Ministers of Transport, Terminology of Combined Transports, United Nations, Geneva, 2001.
Fernández, A., Alonso, E., Ossowski, S., A multiagent architecture for train fleet management, Fifth UK Workshop on Multi-Agent Systems, 2002.
Fernández, A., Alonso, E., Ossowski, S., A multiagent architecture for bus fleet management, Integrated Computer-Aided Engineering, Vol. 11(2), 2004.
Findler, N.V., Lo, R., Distributed artificial intelligence approach to air traffic control, Control Theory and Applications, Vol. 138(6): 515–524, 1991.
Findler, N.V., Elder, G.D., Multiagent coordination and cooperation in a distributed dynamic environment with limited resources, Artificial Intelligence in Engineering, Vol. 9(3): 229–238, 1995.
Fischer, K., Chaib-draa, B., Müller, J. P., Pischel, M., Gerber, C., A Simulation Approach Based on Negotiation and Cooperation Between Agents: A Case Study, IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews, Vol. 29(4): 531–545, 1999
France, J., Ghorbani A.A., A Multiagent System for Optimizing Urban Traffic, International Conference on Intelligent Agent Technology, IEEE, 2003.
Funk, P., Vierke, G., Bürckert, H-J., A Multi-Agent Systems Perspective on Intermodal Transport Chains, Logistik-Management-Tagung LMT-99, 1999
Gambardella, L. M., Mastrolilli, M., Rizzoli, A. E., Zaffalon, M., An optimization methodology for intermodal terminal management. Journal of Intelligent Manufacturing, Vol. 12(5–6): 521–534, 2001.
Gambardella, L.M., Rizzoli, A. E., Zaffalon, M., Simulation and planning of an inter-modal container terminal. Simulation 71(2): 107–116, 1998.
García-Serrano, A.M., Teruel Vioque, D., Carbone, F., Méndez, V.D., FIPA-compliant MAS development for road traffic management with a Knowledge-Based approach: the TRACKR agents, Challenges in Open Agent Systems’ 03 Workshop, 2003.
Goldsmith, S. Y., et al., A Multi-agent System for Coordinating International Shipping. Agent Mediated Electronic Commerce, First International Workshop on Agent Mediated Electronic Trading, Springer, 1998.
Henesey, L., Notteboom, T., and Davidsson, P., Agent-based simulation of stakeholders relations: An approach to sustainable port and terminal management. International Association of Maritime Economists Annual Conference, 2003(a).
Henesey, L., Wernstedt, F., Davidsson, P., Market-Driven Control in Container Terminal Management. 2nd International Conference on Computer Applications and Information Technology in the Maritime Industries, 2003(b).
Hernández, J.Z., Ossowski, S., García-Serrano, A., Multiagent architectures for intelligent traffic management systems, Transportation Research Part C, Vol. 10: 473–506, 2002
Iordanova, B.N., Air traffic knowledge management policy, European Journal of Operations Research, Vol. 146: 83–100, 2003.
Itmi M., M. D., Pecuchet J.-P., Serin F., Villefranche L., Eco-problem solving for containers stacking. Systems, Man and Cybernetics, IEEE International Conference on Intelligent Systems for the 21st Century: vol. 4: 3810–3815, 1995.
Kohout, R., Erol, K., In-Time Agent-Based Vehicle Routing with a Stochastic Improvement Heuristic, 11th Conference on Innovative Applications of Artificial Intelligence, 1999
Košecká, J., Tomlin C., Pappas, G., Sastry, S., Generation of conflict resolution maneuvers in air traffic management, IEEE-RSJ International Conference on Intelligent Robots and Systems 97, 1997.
Lee, T.-W., Park, N-K., Lee, D-W., Design of Simulation System for Port Resources Availability in Logistics Supply Chain, International Association of Maritime Economists Annual Conference, 2002.
Ljungberg, M., Lucas, A., The OASIS Air Traffic Management System, Pacific Rim International Conference on Artificial Intelligence, Seoul, Korea, 1992.
Malone, T., Crowston, K.: The interdisciplinary study of coordination, ACM Computing Surveys, Vol. 26(1), 1994.
McGraw-Hill Encyclopedia of Science & Technology, www.accessscience.com/server-java/Arknoid/science/AS (2003-03-25).
Nguyen-Duc, M., Briot, J-P., Drogoul, A., An application of Multi-agent coordination techniques in air traffic management, International Conference on Intelligent Agent Technology, pp. 622–625, 2003.
Nwana, H.S., Lee, L., Jennings, N.R.: Co-ordination in software agents systems, BT Technol J. Vol. 14(4), 1996.
Painter, J.H., Cockpit multi-agent for distributed air traffic management, AIAA Guidance, Navigation, and Control Conference and Exhibit, 2002.
Parkes, D., Ungar, L., An auction-based method for decentralized train scheduling, AGENTS’01, 2001.
Parunak, H.V.D., Industrial and Practical Applications of DAI, In Multiagent Systems, (ed.) G. Weiss. MIT Press, 1999.
Parunak, H.V.D. Agents in Overalls: Experiences and Issues in the Development and Deployment of Industrial Agent-Based Systems, International Journal of Cooperative Information Systems 9(3): 209–227, 2000.
Perugini, D., Lambert, D., Sterling, L., Pearce, A., Provisional Agreement Protocol for global Transportation Scheduling, International Workshop on Agents in Traffic and Transportation, New York, U.S.A., 2004.
Proshun, S-R., Carter, J., Field, T., Marshall, J., Polak, J., Schumacher K., Song, D-P., Woods, J., Zhang, J., Container World: Global agent-based modelling of the container transport business, 4th International Workshop on Agent-Based Simulation, Montpellier, France, 2003.
Rebollo, M., Vicente, J., Carrascosa, C., Botti, V., A MAS Approach for Port Container Terminal Management. 3rd Iberoamerican workshop on DAI-MAS, pp. 83–94, 2001.
Rizzoli, A., Funk, P., Gambardella L., An architecture for agent-based simulation of rail/road transport, International Workshop on Harbour, Maritime & Multimodal Logistics Modelling and Simulation, 2002.
Rizzoli A.E., Fornara N., Gambardella L.M., A Simulation tool for combined railroad transport in intermodal terminals, MODSIM 1999, Modelling and Simulation Society of Australia and New Zealand, 1999.
Sandholm, T., An implementation of the contract net protocol based on marginal cost calculations, Eleventh National Conference on Artificial Intelligence, 1993
Sawamoto, J., Tsuji, H., Koizumi, H., Continuous Truck Delivery Scheduling and Execution system with Multiple Agents, in Kuwabara, K. and Lee, J. (Eds.), PRIMA 2002, LNAI 2413, pp. 190–204, Springer, 2002.
Schneeweiss, C., Hierarchies in distributed decision making, Springer-Verlag, ISBN 3-540-65585-9, 1999.
Shillo, M., Vierke, G., Multidimensional utility vectors in the transportation domain, ECAI Workshop on Agent Technologies and Their Application Scenarios in Logistics, 2001.
Sjöland, T., Kreuger, P., Aronsson, M., Heterogenous Scheduling and Rotation, in A.C. Kakas, F. Sadri (Eds.): Computational Logic: Logic Programming and Beyond. Essays in Honour of Robert A. Kowalski, Part L LNAI 2407, Springer, 2002.
Stock, J. R. and D. M. Lambert, Strategic Logistics Management. Boston, U.S.A., McGraw-Hill Irwin, 2001.
Thurston, T. and H. Hu, Distributed Agent Architecture for Port Automation. 26th International Computer Software and Applications Conference, IEEE Computer Society, 2002.
Tomlin, C., Pappas, G.J., Sastry, S., Noncooperative conflict resolution, 36th Conference on Decision & Control, pp. 1816–1821, 1997.
Törnquist J., Davidsson P., A Multi-Agent System Approach to Train Delay Handling, ECAI-02 Workshop on Agent Technologies in Logistics, 2002.
van Katwijk, R.T., De Schutter, B., Hellendoorn, J., van Koningsbruggen, P., van Gosliga, S.P., A Test Bed For Multi-Agent Control Systems In Road Traffic Management, Workshop on Agents in Traffic and Transportation, New York, U.S.A., 2004.
van Katwijk, R., van Koningsbruggen, P., Coordination of traffic management instruments using agent technology, Transportation Research Part C, Vol. 10: 455–471, 2002.
Vilaplana, M. A., Goodchild, C., Application of distributed artificial intelligence in autonomous aircraft operations, 20th Conference on Digital Avionics Systems, Vol. 2, 2001.
Wangermann, J., Stengel, R., Distributed optimization and principled negotiation for advanced air traffic management, IEEE International Symposium in Intelligent Control, 1996.
Wangermann, J., Stengel, R., Principled negotiation between intelligent agents: a model for air traffic management, Artificial Intelligence in Engineering, Vol. 12: 177–187, 1998.
Weiss G., Multi-Agent Systems, MIT Press, Cambridge, 1999.
Wollkind, S., Valasek, J., and Ioerger, T.R., Automated Conflict Resolution for Air Traffic Management Using Cooperative Multiagent Negotiation. AIAA Guidance, Navigation, and Control Conference, 2004.
Wooldridge M., An Introduction to Multi-Agent Systems, John Wiley & Sons, London, 2002.
Yi, D.W., Kim, S.H., Kim., N.H., Combined Modeling with Multi-Agent Systems and Simulation: Its Application to Harbor Supply Chain Management. 35th Hawaii International Conference on System Sciences, 2002.
Zhu, K., Bos, A., Agent-based design of intermodal freight transportation systems, NECTAR Conference, Delft, 1999.
Zhu, K., Ludema, M., van der Heijden, R., Air cargo transports by multi-agent based planning, 33rd Hawaii International Conference on System Science, 2000.
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Davidsson, P., Henesey, L., Ramstedt, L., Törnquist, J., Wernstedt, F. (2005). Agent-Based Approaches to Transport Logistics. In: Klügl, F., Bazzan, A., Ossowski, S. (eds) Applications of Agent Technology in Traffic and Transportation. Whitestein Series in Software Agent Technologies. Birkhäuser Basel. https://doi.org/10.1007/3-7643-7363-6_1
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DOI: https://doi.org/10.1007/3-7643-7363-6_1
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