Improving Quantum Search on Simple Graphs by <i>Pretty Good</i> Structured Oracles

Quantum search algorithms provide a way to speed up combinatorial search, and have found several applications in modern quantum technology. In particular, spatial search on graphs, based on continuous-time quantum walks (CTQW), represents a promising platform for the implementation of quantum search...

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Main Authors: Matteo G. A. Paris, Claudia Benedetti, Stefano Olivares
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:Symmetry
Subjects:
Online Access:https://www.mdpi.com/2073-8994/13/1/96
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spelling doaj-c9fca738c7364041a0acfbca5f7c65502021-01-08T00:04:45ZengMDPI AGSymmetry2073-89942021-01-0113969610.3390/sym13010096Improving Quantum Search on Simple Graphs by <i>Pretty Good</i> Structured OraclesMatteo G. A. Paris0Claudia Benedetti1Stefano Olivares2Quantum Technology Lab & Applied Quantum Mechanics Group, Dipartimento di Fisica Aldo Pontremoli, Università degli Studi di Milano, I-20133 Milano, ItalyQuantum Technology Lab & Applied Quantum Mechanics Group, Dipartimento di Fisica Aldo Pontremoli, Università degli Studi di Milano, I-20133 Milano, ItalyQuantum Technology Lab & Applied Quantum Mechanics Group, Dipartimento di Fisica Aldo Pontremoli, Università degli Studi di Milano, I-20133 Milano, ItalyQuantum search algorithms provide a way to speed up combinatorial search, and have found several applications in modern quantum technology. In particular, spatial search on graphs, based on continuous-time quantum walks (CTQW), represents a promising platform for the implementation of quantum search in condensed matter systems. CTQW-based algorithms, however, work exactly on complete graphs, while they are known to perform poorly on realistic graphs with low connectivity. In this paper, we put forward an alternative search algorithm, based on structuring the oracle operator, which allows one to improve the localization properties of the walker by tuning only the on-site energies of the graph, i.e., without altering its topology. As such, the proposed algorithm is suitable for implementation in systems with low connectivity, e.g., rings of quantum dots or superconducting circuits. Oracle parameters are determined by Hamiltonian constraints, without the need for numerical optimization.https://www.mdpi.com/2073-8994/13/1/96quantum search algorithmquantum walks
collection DOAJ
language English
format Article
sources DOAJ
author Matteo G. A. Paris
Claudia Benedetti
Stefano Olivares
spellingShingle Matteo G. A. Paris
Claudia Benedetti
Stefano Olivares
Improving Quantum Search on Simple Graphs by <i>Pretty Good</i> Structured Oracles
Symmetry
quantum search algorithm
quantum walks
author_facet Matteo G. A. Paris
Claudia Benedetti
Stefano Olivares
author_sort Matteo G. A. Paris
title Improving Quantum Search on Simple Graphs by <i>Pretty Good</i> Structured Oracles
title_short Improving Quantum Search on Simple Graphs by <i>Pretty Good</i> Structured Oracles
title_full Improving Quantum Search on Simple Graphs by <i>Pretty Good</i> Structured Oracles
title_fullStr Improving Quantum Search on Simple Graphs by <i>Pretty Good</i> Structured Oracles
title_full_unstemmed Improving Quantum Search on Simple Graphs by <i>Pretty Good</i> Structured Oracles
title_sort improving quantum search on simple graphs by <i>pretty good</i> structured oracles
publisher MDPI AG
series Symmetry
issn 2073-8994
publishDate 2021-01-01
description Quantum search algorithms provide a way to speed up combinatorial search, and have found several applications in modern quantum technology. In particular, spatial search on graphs, based on continuous-time quantum walks (CTQW), represents a promising platform for the implementation of quantum search in condensed matter systems. CTQW-based algorithms, however, work exactly on complete graphs, while they are known to perform poorly on realistic graphs with low connectivity. In this paper, we put forward an alternative search algorithm, based on structuring the oracle operator, which allows one to improve the localization properties of the walker by tuning only the on-site energies of the graph, i.e., without altering its topology. As such, the proposed algorithm is suitable for implementation in systems with low connectivity, e.g., rings of quantum dots or superconducting circuits. Oracle parameters are determined by Hamiltonian constraints, without the need for numerical optimization.
topic quantum search algorithm
quantum walks
url https://www.mdpi.com/2073-8994/13/1/96
work_keys_str_mv AT matteogaparis improvingquantumsearchonsimplegraphsbyiprettygoodistructuredoracles
AT claudiabenedetti improvingquantumsearchonsimplegraphsbyiprettygoodistructuredoracles
AT stefanoolivares improvingquantumsearchonsimplegraphsbyiprettygoodistructuredoracles
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