A Quantum Approximate Optimization Algorithm with Metalearning for MaxCut Problem and Its Simulation via TensorFlow Quantum

Algorithm 1

The quantum approximate optimization algorithm for the MaxCut problem.

	Input: initial state Hamiltonian .
	Output: final state .
(1)	;
(2)	random ;
(3)	;
(4)	;
(5)	fortodo
(6)	;
(7)
(8)	end
(9)	return