Hybrid Deep Neural Network Scheduler for Job-Shop Problem Based on Convolution Two-Dimensional Transformation

Algorithm 1

Scheduling sequence generation algorithm.

Require:
(1)	Priority matrix, O;
(2)	Number of jobs, n;
(3)	Number of machines, m;
Ensure: Scheduling output matrix, X; init the scheduling output matrix
(4)	For ; ;
(5)	Init the temp matrix
(6)	For ; ;
(7)	Find the most accurate judgment of neural network in machine i, and get the index and
(8)	Set the ’s line to zero:
(9)	Set the ’s column to zero:
(10)
(11)	End for
(12)	End for
(13)	Return X;