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Cross-Problem Parameter Transfer in Quantum Approximate Optimization Algorithm: A Machine Learning Approach

Published in ArXiv.org • Apr 14, 2025
Authors:
Kien X. Nguyen
,
Bao Gia Bach
,
Ilya Safro

Abstract

Quantum Approximate Optimization Algorithm (QAOA) is one of the most promising candidates to achieve the quantum advantage in solving combinatorial optimization problems. The process of finding a good set of variational parameters in the QAOA circuit has proven to be challenging due to multiple fact...

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