iSOMA swarm intelligence algorithm in synthesis of quantum computing circuits

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F23%3A10252703" target="_blank" >RIV/61989100:27240/23:10252703 - isvavai.cz</a>

Alternative codes found

RIV/61989100:27740/23:10252703

Result on the web

<a href="https://www.sciencedirect.com/science/article/pii/S156849462300368X" target="_blank" >https://www.sciencedirect.com/science/article/pii/S156849462300368X</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1016/j.asoc.2023.110350" target="_blank" >10.1016/j.asoc.2023.110350</a>

Result language

angličtina

Original language name

iSOMA swarm intelligence algorithm in synthesis of quantum computing circuits

Original language description

In the present paper, we demonstrate the possibilities of designing quantum computing circuits using a specific swarm intelligence algorithm - iSOMA in the form of three experiments. All simulations are based on a simple sample of a quantum computing circuit from the Qiskit environment, which was used as a comparison circuit with the results of the three experiments already mentioned. In the first experiment, we try to find an arbitrary functional solution using iSOMA with minimal constraints on this circuit&apos;s design. It can be said that in this experiment, iSOMA showed the highest degree of &quot;creativity&quot;. In the second experiment, we focused on whether iSOMA can be used to find a circuit identical to the one designed by a human or equivalent with the positions of the measurement gates fixed. In the last experiment, we highlight iSOMA&apos;s ability to avoid unnecessary qubit usage by adding redundant qubits to a possible circuit and fixing the measurement gates to the last two qubits in the scheme. In all three experiments, we see that iSOMA can find efficient functional and often astonishing solutions - the proposed method applied to a classical circuit founded a new one preserving required properties while saving one ancilla (redundant, useless, non-used)1 qubit. All computations are implemented in the IBM Qiskit2 environment. Although these are relatively simple experiments, the results show that evolutionary algorithms can successfully design more complex quantum circuits. (C) 2023 The Authors

Czech name

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Czech description

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Type

J_imp - Article in a specialist periodical, which is included in the Web of Science database

CEP classification

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OECD FORD branch

10200 - Computer and information sciences

Project

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Continuities

S - Specificky vyzkum na vysokych skolach

Publication year

2023

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Name of the periodical

Applied Soft Computing

ISSN

1568-4946

e-ISSN

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Volume of the periodical

142

Issue of the periodical within the volume

July

Country of publishing house

US - UNITED STATES

Number of pages

12

Pages from-to

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UT code for WoS article

001053207300001

EID of the result in the Scopus database

2-s2.0-85158874300