Discriminating nonisomorphic graphs with an experimental quantum annealer

Zoe Gonzalez Izquierdo, Ruilin Zhou, Klas Markström, and Itay Hen
Phys. Rev. A 102, 032622 – Published 21 September 2020

Abstract

We demonstrate experimentally the ability of a quantum annealer to distinguish between sets of nonisomorphic graphs that share the same classical Ising spectrum. Utilizing the pause-and-quench features recently introduced into D-Wave quantum annealing processors, which allow the user to probe the quantum Hamiltonian realized in the middle of an anneal, we show that obtaining thermal averages of diagonal observables of “classically indistinguishable” nonisomorphic graphs encoded into transverse-field Ising Hamiltonians enable their discrimination. We discuss the significance of our results in the context of the graph isomorphism problem.

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  • Received 11 May 2020
  • Accepted 26 August 2020

DOI:https://doi.org/10.1103/PhysRevA.102.032622

©2020 American Physical Society

Physics Subject Headings (PhySH)

  1. Research Areas
Quantum Information, Science & Technology

Authors & Affiliations

Zoe Gonzalez Izquierdo1,2,*, Ruilin Zhou3, Klas Markström4, and Itay Hen1,2

  • 1Department of Physics and Astronomy and Center for Quantum Information Science & Technology, University of Southern California, Los Angeles, California 90089, USA
  • 2Information Sciences Institute, University of Southern California, Marina del Rey, California 90292, USA
  • 3Department of Electrical and Computer Engineering, Northwestern University, Evanston, Illinois 60208, USA
  • 4Department of Mathematics and Mathematical Statistics, Umeå University, 90187 Umeå, Sweden

  • *zgonzale@usc.edu

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Issue

Vol. 102, Iss. 3 — September 2020

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