Yoshiyuki Saito

Quantum Approximate Optimization Algorithm Parameter Prediction Using a Convolutional Neural Network

2022 · arXiv (Cornell University)

The Quantum approximate optimization algorithm (QAOA) is a quantum-classical hybrid algorithm aiming to produce approximate solutions for combinatorial optimization problems. In the QAOA, the quantum part prepares a quantum parameterized state that encodes the solution, …