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

Algorithm 2

The quantum approximate optimization algorithm with metalearning for the MaxCut problem.

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