Improving QAOA to find approximate QUBO solutions in O(1) shots

Andrey Yu. Chernyavskiy, Denis A. Kulikov, Boris I. Bantysh +3

We study a modified fixed-point version of the Quantum Approximate Optimization Algorithm (fpQAOA), in which parameters are trained on small instances and transferred to larger pro…