Keywords and Synonyms
Metric traveling salesman problem; Metric traveling salesperson problem
Problem Definition
The Traveling Salesman Problem (TSP) is the following optimization problem:
- Input::
-
A complete loopless undirected graph \( G = (V, E, w) \) with a weight function \( { w \colon E \to \mathbb{Q}_{\ge 0} } \) that assigns to each edge a non-negative weight.
- Feasible solutions::
-
All Hamiltonian tours, i. e, the subgraphs H of G that are connected, and each node in them that has degree two.
- Objective function::
-
The weight function \( w(H) = \sum_{e \in H} w(e) \) of the tour.
- Goal::
-
Minimization.
The TSP is an \( { \textsf{NP} } \)-hard optimization problem. This means that a polynomial time algorithm for the TSP does not exist unless \( { \textsf{P} = \textsf{NP} } \). One way out of this dilemma is provided by approximation algorithms. A polynomial time algorithm for the TSP is called an α-approximation algorithm if the tour H produced by the algorithm fulfills \( { w(H) \le...
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Recommended Reading
Christofides, N.: Worst case analysis of a new heuristic for the traveling salesman problem, Technical Report 388, Graduate School of Industrial Administration, Carnegie-Mellon University, Pittsburgh, (1976). Also: Carnegie-Mellon University Technical Report CS-93-13, 1976. Abstract in Traub, J.F. (ed.) Symposium on new directions and recent results in algorithms and complexity, pp. 441. Academic Press, New York (1976)
Held, M., Karp, R.M.: The traveling salesman problem and minimum spanning trees. Oper. Res. 18, 1138–1162 (1970)
Johnson, D.S., McGeoch, L.A.: Experimental analysis of heuristics for the STSP. In: Gutin, G., Punnen, A.P. (eds.) The Traveling Salesman Problem and its Variations. Kluwer, Dordrecht (2002)
Lawler, E.L., Lenstra, J.K., Rinnooy Kan, A.H.G., Shmoys, D.B. (eds.): The Traveling Salesman Problem. A Guided Tour of Combinatorial Optimization. Wiley, Chichester (1985)
Papadimitriou, C., Steiglitz, K.: Combinatorial Optimization: Algorithms and Complexity. Prentice-Hall, Englewood Cliffs (1982)
Sahni, S., Gonzalez, T.: P-complete approximation problems. J. ACM 23, 555–565 (1976)
Vazirani, V.V.: Approximation Algorithms. Springer, Berlin (2001)
Traveling Salesman Problem. www.tsp.gatech.edu (2006). Accessed 28 Mar 2008
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Bläser, M. (2008). Metric TSP. In: Kao, MY. (eds) Encyclopedia of Algorithms. Springer, Boston, MA. https://doi.org/10.1007/978-0-387-30162-4_230
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DOI: https://doi.org/10.1007/978-0-387-30162-4_230
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