Modeling of Throughput in Production Lines Using Response Surface Methodology and Artificial Neural Networks

Table 1

Sets of numerical experiments used to validate the ANN.

ID	Problem size
	Small	11	22
	Medium	21	10
	Medium	22	11
	Medium	23	11
	Medium	24	12
	Medium	25	12
	Medium	26	13
	Medium	27	13
	Medium	28	14
	Medium	29	14
	Medium	30	15
	Medium	20	21
	Medium	21	22
	Medium	22	23
	Medium	23	24
	Medium	24	25
	Medium	25	26
	Medium	26	27
	Medium	27	28
	Medium	28	29
	Medium	29	30
	Medium	30	31
	Medium	12	24
	Medium	13	26
	Medium	14	28
	Medium	15	30
	Medium	16	32
	Medium	17	34
	Medium	18	36
	Medium	19	38
	Medium	20	40
	Medium	21	42
	Medium	22	44
	Medium	23	46
	Medium	24	48
	Medium	25	50
	Medium	26	52
	Medium	27	54
	Medium	28	56
	Medium	29	58
	Medium	30	60
	Large	40	41
	Large	50	51
	Large	60	61
	Large	70	71
	Large	80	81
	Large	90	91
	Large	100	101
	Large	40	80
	Large	50	100
	Large	60	120
	Large	70	140
	Large	80	160
	Large	90	180
	Large	100	200