The Analysis of the Role of Bullwhip Effects on the Four-Level Supply Chain in Industry Using Statistical Methods

Table 6

Demand, order, and manufacturer warehouse by the neural network method.

Period	Demand	Order	Warehouse
1	4.05	10.05	6
2	2.06	0	3.94
3	5.34	7.4	6
4	2.73	0	3.27
5	3.46	6.19	6
6	1.22	0	4.78
7	3.47	4.69	6
8	2.69	0	3.31
9	1.04	0	2.27
10	3.09	6.82	6
11	0	0	6
12	2.76	0	3.24
13	5.96	8.72	6
14	3.62	0	2.38
15	4.88	8.5	6
16	2.08	0	3.92
17	4.27	6.35	6
18	3.45	0	2.55
19	4.28	7.73	6
20	1.83	0	4.17
21	4.07	5.9	6
22	2.8	0	3.2
23	1.54	4.34	6
24	7.22	7.22	6
25	0	0	6
26	3.74	0	2.26
27	4.78	8.52	6
28	5.25	5.25	6
29	5.03	5.03	6
30	2.96	0	3.04
31	5.67	8.63	6
32	6.38	6.38	6
33	4.77	4.77	6
34	4.9	4.9	6
35	0.07	0	5.93
36	5.17	5.24	6