Literature DB >> 15600807

Quantum annealing of the traveling-salesman problem.

Roman Martonák1, Giuseppe E Santoro, Erio Tosatti.   

Abstract

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 (two-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.

Year:  2004        PMID: 15600807     DOI: 10.1103/PhysRevE.70.057701

Source DB:  PubMed          Journal:  Phys Rev E Stat Nonlin Soft Matter Phys        ISSN: 1539-3755


  8 in total

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2.  Evaluating the job shop scheduling problem on a D-wave quantum annealer.

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3.  Finding Hadamard Matrices by a Quantum Annealing Machine.

Authors:  Andriyan Bayu Suksmono; Yuichiro Minato
Journal:  Sci Rep       Date:  2019-10-07       Impact factor: 4.379

4.  Assessing the quantumness of the annealing dynamics via Leggett Garg's inequalities: a weak measurement approach.

Authors:  V Vitale; G De Filippis; A de Candia; A Tagliacozzo; V Cataudella; P Lucignano
Journal:  Sci Rep       Date:  2019-09-20       Impact factor: 4.379

5.  Finding a Hadamard Matrix by Simulated Quantum Annealing.

Authors:  Andriyan Bayu Suksmono
Journal:  Entropy (Basel)       Date:  2018-02-22       Impact factor: 2.524

6.  A quantum annealing approach to ionic diffusion in solids.

Authors:  Keishu Utimula; Tom Ichibha; Genki I Prayogo; Kenta Hongo; Kousuke Nakano; Ryo Maezono
Journal:  Sci Rep       Date:  2021-03-31       Impact factor: 4.379

7.  Gaussian Amplitude Amplification for Quantum Pathfinding.

Authors:  Daniel Koch; Massimiliano Cutugno; Samuel Karlson; Saahil Patel; Laura Wessing; Paul M Alsing
Journal:  Entropy (Basel)       Date:  2022-07-11       Impact factor: 2.738

8.  Amoeba-inspired analog electronic computing system integrating resistance crossbar for solving the travelling salesman problem.

Authors:  Kenta Saito; Masashi Aono; Seiya Kasai
Journal:  Sci Rep       Date:  2020-11-27       Impact factor: 4.379

  8 in total

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