Advanced swarm intelligence algorithms in quantum circuit design

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F25%3A10257047" target="_blank" >RIV/61989100:27240/25:10257047 - isvavai.cz</a>

Nalezeny alternativní kódy

RIV/61989100:27740/25:10257047

Výsledek na webu

<a href="https://www.tandfonline.com/doi/full/10.1080/17445760.2024.2388245" target="_blank" >https://www.tandfonline.com/doi/full/10.1080/17445760.2024.2388245</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1080/17445760.2024.2388245" target="_blank" >10.1080/17445760.2024.2388245</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Advanced swarm intelligence algorithms in quantum circuit design

Popis výsledku v původním jazyce

This study explores the potential of employing algorithms like iSOMA, Differential Evolution, Particle Swarm Optimization, Grey Wolf Optimization, and Ant Colony Optimization for the design of quantum computing circuits. Utilizing the Qiskit environment, the research involved simulating a straightforward quantum circuit with variable parameters. To substantiate the effectiveness of these algorithms, three distinct experimental setups were conducted under varying conditions and degrees of freedom. The findings reveal that these algorithms are not only suitable for simulations but also excel in identifying solutions that conserve qubits. A comparative analysis of the methods was performed using the Friedman test, followed by the Nemenyi post-hoc test to evaluate their relative performance.

Název v anglickém jazyce

Advanced swarm intelligence algorithms in quantum circuit design

Popis výsledku anglicky

This study explores the potential of employing algorithms like iSOMA, Differential Evolution, Particle Swarm Optimization, Grey Wolf Optimization, and Ant Colony Optimization for the design of quantum computing circuits. Utilizing the Qiskit environment, the research involved simulating a straightforward quantum circuit with variable parameters. To substantiate the effectiveness of these algorithms, three distinct experimental setups were conducted under varying conditions and degrees of freedom. The findings reveal that these algorithms are not only suitable for simulations but also excel in identifying solutions that conserve qubits. A comparative analysis of the methods was performed using the Friedman test, followed by the Nemenyi post-hoc test to evaluate their relative performance.

Druh

J_imp - Článek v periodiku v databázi Web of Science

CEP obor

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OECD FORD obor

10200 - Computer and information sciences

Projekt

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Návaznosti

S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2025

Kód důvěrnosti údajů

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

Název periodika

International Journal of Parallel, Emergent and Distributed Systems

ISSN

1744-5760

e-ISSN

1744-5779

Svazek periodika

40

Číslo periodika v rámci svazku

1

Stát vydavatele periodika

US - Spojené státy americké

Počet stran výsledku

20

Strana od-do

nestránkováno

Kód UT WoS článku

001332857500001

EID výsledku v databázi Scopus

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