Research Article

MDGCN: Multiple Graph Convolutional Network Based on the Differential Calculation for Passenger Flow Forecasting in Urban Rail Transit

Algorithm 1

MDGCN.
Input: Historical passenger flow (described in Section 4.2.);
, (described in Section 3.1.1).
 Output: Passenger flow of .
 Process:
(1)for i = 1, 2, …, n do
(2) by equation (7)
(3) by equation (8)
(4) by equations (10) and (11)
(5)
(6)
(7)end
(8) (Forecasted passenger flow of all stations)