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- Title
STATISTICAL ANALYSIS OF QUANTUM ANNEALING.
- Authors
Yazhen Wang; Shang Wu; Hongzhi Liu
- Abstract
Quantum computation is based on quantum physics to build quantum devices for performing calculations and processing information. Although largescale general-purpose quantum computers are still many years away, special-purpose quantum computers, such as quantum annealers, are being built with capabilities that exceed those of classical computers. The quantum annealers are created to realize quantum annealing. This study explores quantum annealing and investigates its statistical properties. As such, we establish a lower bound on the probability of quantum annealing solving optimization problems. Furthermore, we examine physical devices and Monte Carlo simulations to implement quantum annealing and expand our understanding of the quantum annealing process.
- Subjects
QUANTUM annealing; QUANTUM computers; MONTE Carlo method; QUANTUM computing; STATISTICS; MARKOV chain Monte Carlo
- Publication
Statistica Sinica, 2023, Vol 33, Issue 3, p1943
- ISSN
1017-0405
- Publication type
Article
- DOI
10.5705/ss.202021.0228