Worst-case growth rates of some classical problems of combinatorial optimization

Worst-case growth rates of some classical problems of combinatorial optimization

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Article ID: iaor19881131
Country: United States
Volume: 18
Issue: 2
Start Page Number: 278
End Page Number: 287
Publication Date: Apr 1989
Journal: SIAM Journal On Control and Optimization
Authors: ,
Keywords: heuristics
Abstract:

A method is presented for determining the asymptotic worst-case behavior of quantities like the length of the minimal spanning tree or the length of an optimal traveling salesman tour of n points in the unit d-cube. In each of these classical problems, the worst-case lengths are proved to have the exact asymptotic growth rate of βnab22’(d’-1’)’/d as n⇒•, where β is a positive constant depending on the problem and the dimension. These results complement known results on the growth rates for the analogous quantities under probabilistic assumptions on the points, but the results given here are free of any probabilistic hypotheses.

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