Application of Quantum Computing in Optimization Problems

The article examines methods for applying quantum computing to solve optimization problems, which are critical in various fields such as logistics, finance, resource management, energy, and others. The potential of quantum algorithms, such as Grover's algorithm and Variational Quantum Algorithms (VQA), is explored for enhancing computational efficiency compared to classical methods. Quantum computing enables significant acceleration of optimal solution search processes and reduces the complexity of problems through parallel computing and quantum superposition.

Authors

Publication Details

Journal
Modeling Control and Information Technologies
Published
2024-12-11
DOI
https://doi.org/10.31713/mcit.2024.033
Citations
1
Primary Topic
Quantum Computing Algorithms and Architecture
Type
article
Field-Weighted Citation Impact
0.35
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article

Application of Quantum Computing in Optimization Problems

Olha Michuta, Viktor Borysiuk
1 citations
Modeling Control and Information Technologies
Quantum Computing Algorithms and Architecture
0.35
article

Application of Quantum Computing in Optimization Problems

Olha Michuta, Viktor Borysiuk
article en
1 citations

Abstract

The article examines methods for applying quantum computing to solve optimization problems, which are critical in various fields such as logistics, finance, resource management, energy, and others. The potential of quantum algorithms, such as Grover's algorithm and Variational Quantum Algorithms (VQA), is explored for enhancing computational efficiency compared to classical methods. Quantum computing enables significant acceleration of optimal solution search processes and reduces the complexity of problems through parallel computing and quantum superposition.

Modeling Control and Information Technologies(7)
Decent work and economic growth
Openalex Percentile: Top 31%
Quantum Computing Algorithms and Architecture
0.35
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Application of Quantum Computing in Optimization Problems — Olha Michuta, Viktor Borysiuk · Modeling Control and Information Technologies (2024) | TGRS Research Map | TGRS