Integration of Simulated Quantum Annealing in Parallel Tempering and Population Annealing for Heterogeneous-Profile QUBO Exploration

Integration of Simulated Quantum Annealing in Parallel Tempering and Population Annealing for Heterogeneous-Profile QUBO Exploration

Simulated Quantum Annealing (SQA) is a heuristic algorithm which can solve Quadratic Unconstrained Binary Optimization (QUBO) problems by emulating the exploration of the solution space done by a quantum annealer. It mimics the quantum superposition and tunnelling effects through a set of correlated...

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Bibliographic Details
Main Authors: Deborah Volpe, Giovanni Amedeo Cirillo, Maurizio Zamboni, Giovanna Turvani
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Simulated quantum annealing
parallel tempering
population annealing
hybrid quantum-classical algorithms
optimization problems
quadratic unconstrained binary optimization
Online Access:https://ieeexplore.ieee.org/document/10078403/

Internet

https://ieeexplore.ieee.org/document/10078403/

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