Resource-efficient quantum approximate optimization algorithm via Bayesian optimization and maximum-probability evaluation

Siran Zhang, Shuming Cheng

The quantum approximate optimization algorithm (QAOA) is a leading variational approach to combinatorial optimization, but its practical performance depends strongly on objective d…