Bio-Inspired Structure Representation Based Cross-View Discriminative Subspace Learning via Simultaneous Local and Global Alignment

Algorithm 1

Algorithm for our proposed framework.

	Input: data matrix , parameters and
	Initialize:, , , , and ;
	while not converged ordo
(1)Solving by equation (18);
(2)Solving by equation (19);
(3)Solving by equation (20);
(4)Solving by equation (21);
(5)Solving by equation (22);
(6)Solving by equation (23);
(7)Updating by ;
(8)Updating by ;
(9)Updating by ;
(10)Updating the parameter by ;
(11)Checking convergence by ;
(12).
	end while
	Output: