Abstract
This paper presents a rigorous formulation of the multi-alternative routing problem. The memetic algorithm yielding a global transportation plan is developed. We propose an algorithm constructing the optimal path among nodes of a road graph. Finally, the modular structure of the routing subsystem is designed and implemented.
Similar content being viewed by others
References
Johnson, D.S. and McGeoch, L.A., The Traveling Salesman Problem: A Case Study in Local Optimization, in Local Search in Combinatorial Optimization, Aarts, E. and Lenstra, J.K., Eds., Princeton: Princeton Univ. Press, 1997, pp. 215–310.
Podvalniy, S.L., Multi-alternative Systems: A Review and Classification, Sist. Upravlen. Inform. Tekhn., 2012, vol. 48, no. 2, pp. 4–13.
Russell S.J. and Norvig, P., Artificial Intelligence: A Modern Approach, Upper Saddle River: Prentice Hall, 2009.
Anderson, J.A., Discrete Mathematics with Combinatorics, Upper Saddle River: Pearson Education, 2004. Translated under the title Diskretnaya matematika i kombinatorika, Moscow: Vil’yams, 2006.
Kravets, O.Ya. and Kulishenko, V.S., Features of Program Realization of Control Workbenches for Territorially Distributed Flows of Requests, Sist. Upravlen. Inform. Tekhn., 2011, vol. 45, no. 3.2, pp. 280–285.
Chen, X.S. et al. A Multi-Facet Survey on Memetic Computation, IEEE Trans. Evolut. Comput., 2011, vol. 15, no. 5, pp. 591–607.
Batishchev, D.I., Reshenie diskretnykh zadach s pomoshch’yu evolyutsionno-geneticheskikh algoritmov (Solution of Discrete Problems by Evolutionary Genetic Algorithms), Nizhni Novgorod: Nizhegorod. Gos. Univ., 2011.
Dorigo, M. and Stützle, T., Ant Colony Optimization, Cambridge: MIT Press, 2004.
Author information
Authors and Affiliations
Additional information
Original Russian Text © O.A. Plotnikov, E.S. Podvalniy, 2013, published in Sistemy Upravleniya i Informatsionnye Tekhnologii, 2013, No. 1, pp. 187–192.
Rights and permissions
About this article
Cite this article
Plotnikov, O.A., Podvalniy, E.S. The multi-alternative cargo routing problem: Solution by evolutionary methods. Autom Remote Control 74, 1753–1760 (2013). https://doi.org/10.1134/S0005117913100147
Received:
Published:
Issue Date:
DOI: https://doi.org/10.1134/S0005117913100147