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arxiv: cond-mat/0402330 · v1 · submitted 2004-02-12 · ❄️ cond-mat.dis-nn · quant-ph

Quantum annealing of the Traveling Salesman Problem

classification ❄️ cond-mat.dis-nn quant-ph
keywords annealingquantumstandardcarlomontemovesproblemsalesman
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We propose a path-integral Monte Carlo quantum annealing scheme for the symmetric Traveling Salesman Problem, based on a highly constrained Ising-like representation, and we compare its performance against standard thermal Simulated Annealing. The Monte Carlo moves implemented are standard, and consist in restructuring a tour by exchanging two links (2-opt moves). The quantum annealing scheme, even with a drastically simple form of kinetic energy, appears definitely superior to the classical one, when tested on a 1002 city instance of the standard TSPLIB.

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