The Tunnelling Salesman: Truncated Variational Approximations for Quantum Mechanical Global Optimization

2002.

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Keywords:
global optimizationquantum algorithmcost functionoptimization problemharmonic oscillatorMore(3+)

Abstract:

Abstract In this work we present a novel method for global optimization, exploiting the mathematics of quantum mechanics, and in particular the tunnelling phenomenon. We consider a quantum,mechanical,system with a single particle in a potential specified by the cost function of our optimization problem. We assume the groundstate of the sy...More

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