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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