Abstract
The paper considers multi agent approach and respective multi-agent system for resource allocation and scheduling within shipping logistics problem. A well known benchmark that is Vehicle Routing Problem with Time Windows is considered as a case study. The paper proposes an approach to the shipping logistics problem solving that includes auction-based resource allocation and scheduling, distributed reallocation algorithm and distributed version of the “look ahead” algorithm. The proposed approach is implemented and studied experimentally. The experimental results are outlined.
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References
Becker, M. and S.F. Smith, "Mixed-Initiative Resource Management: The AMC Barrel Allocator", In Proceedings 5th International Conference on Artificial Intelligence Planning and Scheduling (AIPS-2000), Breckenridge, CO, April, 2000.
A. Cesta, A. Oddi, and S. Smith. A Constraint-Based Method for Project Scheduling with Time Windows. Tech. Report CMU-RI-TR-00-34, Robotics Institute, Carnegie Mellon University, February, 2000.
W. Cook and J.L. Rich. A Parallel Cutting-Plane Algorithm for the Vehicle Routing Problem with Time Windows. Technical Report TR99-04 Department of Computational & Applied Mathematics, Rice University, USA, http://www.isye.gatech.edu/~wcook/papers/vrptw.ps.
R. Davis and R.G. Smith. Negotiation as a metaphor for distributed problem solving, Artif. Intell., vol.20, pp. 63–109, 1983.
K. Fisher, B. Chaib-draa. A Simulation Approach Based on Negotiation and Cooperation Between Agents: A Case Study. In IEEE Transactions On Systems, Man, And Cybernetics—Part C: Applications And Reviews, Vol. 29, No.4, November 1999.
V. Gorodetski, O. Karsaev, I. Kotenko, A. Khabalov. Software Development Kit for Multi-agent Systems Design and Implementation. In B. Dunin-Keplicz, E. Navareski (Eds.), From Theory to Practice in Multi-agent Systems. Lecture Notes in Artificial Intelligence, Vol. # 2296, pp. 121–130, 2002.
W. Vickrey. Counter-speculation, auctions, and competitive sealed tenders, Journal of Finance, Vol. 16, No. 1, pp. 9–37, March 1961.
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Gorodetski, V., Karsaev, O., Konushy, V. (2003). Multi-agent System for Resource Allocation and Scheduling. In: Mařík, V., Pěchouček, M., Müller, J. (eds) Multi-Agent Systems and Applications III. CEEMAS 2003. Lecture Notes in Computer Science(), vol 2691. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-45023-8_23
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DOI: https://doi.org/10.1007/3-540-45023-8_23
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