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The Traveling-Salesman Problem and Minimum Spanning Trees

Operations Research · 1970 · Vol. 18(6) · pp. 1138–1162
Michael HeldRichard M. Karp

Abstract

This paper explores new approaches to the symmetric traveling-salesman problem in which 1-trees, which are a slight variant of spanning trees, play an essential role. A 1-tree is a tree together with an additional vertex connected to the tree by two edges. We observe that (i) a tour is precisely a 1-tree in which each vertex has degree 2, (ii) a minimum 1-tree is easy to compute, and (iii) the transformation on “intercity distances” c ij → C ij + π i + π j leaves the traveling-salesman problem invariant but changes the minimum 1-tree. Using these observations, we define an infinite family of lower bounds w(π) on C*, the cost of an optimum tour. We show that max π w(π) = C* precisely when a certain well-known linear program has an optimal solution in integers. We give a column-generation method and an ascent method for computing max π w(π), and construct a branch-and-bound method in which the lower bounds w(π) control the search for an optimum tour.

Optimization and Packing ProblemsVehicle Routing Optimization MethodsAdvanced Graph Theory ResearchTravelling salesman problemCombinatoricsSpanning treeVertex (graph theory)MathematicsMinimum spanning treeTree (set theory)Steiner tree problemDiscrete mathematicsMathematical optimization
Citations
1,429
FWCI
64.95
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14
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References
On the shortest spanning subtree of a graph and the traveling salesman problem
Proceedings of the American Mathematical Society · 1956 · 5,025 citations
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A Linear Programming Approach to the Cutting-Stock Problem
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