Abstract
We propose two approaches to finding lower bounds in the traveling salesman problem (TSP). The first approach, based on a linear specification of the resolving function φ(t, y), uses a two-index TSP model in its solution. This model has many applications. The second approach, based on a nonlinear specification of the resolving function φ(t, y), uses a single-index TSP model. This model is original and lets us significantly reduce the branching procedure in the branch-and-bound method for exact TSP solution. One cannot use the two-index TSP model here due to the nonlinear specification of the resolving function φ(t, y).
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The Traveling Salesman Problem. A Guided Tour of Combinatorial Optimization, Lawler, E.L., Lenstra, J.K., Rinnoy Kan, A.H.G., and Shmoys, D.B., Eds., New York: Wiley, 1985.
Melamed, I.I., Sergeev, S.I., and Sigal, I.Kh., The Traveling Salesman Problem. I–III, Autom. Remote Control, 1989, vol. 50, no. 9, part 1, pp. 1147–1173; no. 10, part 1, pp. 1303–1324; no. 11, part 1, pp. 1459–1479.
The Traveling Salesman Problem and Its Variations, Gutin, G. and Punnen, A.P., Eds., Dordrecht: Kluwer, 2002.
Krotov, V.F. and Sergeev, S.I., Computer Algorithms for the Solution of Some Linear and Linear Integer Programming Problems. I–IV, Autom. Remote Control, 1980, vol. 41, no. 12, part 1, pp. 1693–1701; 1981, vol. 42, no. 1, part 2, pp. 67–75; no. 3, part 1, pp. 339–349; no. 4, part 2, pp. 494–501.
Balas, E. and Christofides, N., A Restricted Lagrangean Approach to the Traveling Salesman Problem, Math. Program., 1981, no. 1, pp. 19–46.
Held, M. and Karp, R., The Traveling Salesman Problem and Minimum Spanning Trees, Oper. Res., 1970, vol. 18, no. 6, pp. 1139–1162.
Sergeev, S.I., The Symmetric Travelling Salesman Problem. I, II, Autom. Remote Control, 2009, vol. 70, no. 11, pp. 1901–1912; 2010, vol. 71, no. 4, pp. 681–696.
Krotov, V.F. and Gurman, V.I., Metody i zadachi optimal’nogo upravleniya (Methods and Problems of Optimal Control), Moscow: Nauka, 1973.
Krotov, V.F., Global Methods In Optimal Control Theory, New York: Marcel Dakker, 1996.
Krotov, V.F., Computational Algorithms for Solving and Optimizing Controllable Systems of Equations. I, II, Izv. Akad. Nauk SSSR, Tekh. Kibern., 1975, no. 5, pp. 3–15; no. 6, pp. 3–13.
Osnovy teorii optimal’nogo upravleniya (Fundamentals of Optimal Control Theory), Krotov, V.F., Ed., Moscow: Vysshaya Shkola, 1990, pp. 291–323.
Sergeev, S.I., On One Exact Algorithm for the Travelling Salesman Problem, in Modeling Economic Processes, Moscow: Mosk. Gos. Univ. Ekonom. Statist. Informatiki, 1983, pp. 3–27.
Little, J.D.C., Murty, K.G., Sweeney, D.W., and Karel, C., An Algorithm for the Traveling Salesman Problem, Ekonom. Mat. Metody, 1965, no. 1, pp. 94–107.
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Original Russian Text © S.I. Sergeev, 2013, published in Avtomatika i Telemekhanika, 2013, No. 6, pp. 101–120.
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Sergeev, S.I. Nonlinear resolving functions for the travelling salesman problem. Autom Remote Control 74, 978–994 (2013). https://doi.org/10.1134/S0005117913060088
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DOI: https://doi.org/10.1134/S0005117913060088