On the statistical mechanics of optimization problems of the travelling salesman type

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Abstract
We show that two very different temperature regimes exist for problems of the travelling salesman type, and that the annealed approximation is valid for the high-temperature regime. Random-link models are introduced, for which upper and lower bounds on the free energy are obtained in the low-temperature regime. A soluble model is presented, which possesses a phase transition strongly reminiscent of the spin-glass transition

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