Mathematical Problems in Engineering / 2009 / Article / Tab 3

Research Article

The Estimation of Product Standard Time by Artificial Neural Networks in the Molding Industry

Table 3

Comparison of outputs of the MLP ANN algorithms (for the hidden layers 7 5 3).

No.  Pre Generated Absolute Generated Absolute Generated Absolute Generated Absolute
  measur-values by difference values by difference values by difference values bydifference
  ed valuesCGF(%)BFG(%)LM(%)BR(%)

1389.7385.751.01446.0614.46350.3010.11402.123.19
2379.3368.122.95415.309.49385.631.67388.422.40
3378.0399.985.82436.4415.46449.6818.96370.511.98
4365.0315.4213.58278.5323.69187.7748.56306.9815.90
5377.3307.5518.49273.9527.39115.8969.29304.3619.33
6374.0307.5417.77273.9526.75115.8969.01304.3618.62
7380.3365.493.89615.8361.93407.087.04444.7416.94
8368.0326.8711.18285.5722.40278.5024.32310.3915.65
9354.0353.950.01314.6111.13395.4911.72321.629.15
10430.0477.8111.12453.625.49420.702.16462.887.65

Train error1.85 031.48 033.00 242.59 03
Test error1.31 037.96 031.46 021.85 03

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