Mahabubul Alam

Accelerating Quantum Approximate Optimization Algorithm using Machine Learning

2020

We propose a machine learning based approach to accelerate quantum approximate optimization algorithm (QAOA) implementation which is a promising quantum-classical hybrid algorithm to prove the so-called quantum supremacy. In QAOA, a parametric quantum circuit and …