Research Article
An Iterative Procedure for Optimizing the Performance of the Fuzzy-Neural Job Cycle Time Estimation Approach in a Wafer Fabrication Factory
Table 3
The standardized data.
| | | | | | | |
| 1 |
0.88
| −0.53 |
0.40
|
0.74
| −0.40 |
0.37
| 2 |
0.88
| −0.49 |
0.48
|
0.30
| −0.22 | −0.05 | 3 |
0.88
| −1.27 | −0.17 |
0.29
| −0.22 | −0.31 | 4 | −0.22 | −0.15 |
0.07
|
1.18
| −0.22 |
0.65
| 5 | −0.22 |
0.24
|
0.37
|
0.71
|
0.35
|
0.58
| 6 | −0.22 | −0.17 |
0.78
|
0.74
|
0.35
|
0.45
| 7 | −0.22 | −0.87 |
0.90
| −0.14 |
0.21
| −0.19 | 8 |
0.88
| −0.51 |
0.53
| −1.45 | −0.08 | −0.87 | 9 | −1.32 | −0.55 |
0.60
| −1.01 | −0.56 | −0.81 | 10 | −1.32 | −0.54 |
0.23
| −1.03 |
1.34
| −0.55 | 11 |
0.88
|
0.20
| −1.87 | −0.57 | −0.56 | −1.19 | 12 | −1.32 | −1.25 |
0.80
| −2.33 | −0.18 | −1.64 | 13 | −0.22 |
0.60
| −2.40 | −0.16 |
1.22
| −0.60 | 14 |
0.88
|
1.31
|
0.47
|
0.75
|
0.55
|
0.94
| 15 |
0.88
| −0.53 |
0.40
|
0.31
|
0.88
|
0.19
| 16 | −0.22 |
0.57
| −0.05 |
1.17
|
0.88
|
1.13
| 17 | −1.32 |
0.97
|
0.33
|
1.62
|
0.88
|
1.38
| 18 |
0.88
|
0.56
| −0.01 |
0.31
| −1.09 |
0.62
| 19 |
1.97
|
0.96
|
0.15
|
0.74
| −1.09 |
1.06
| 20 |
1.97
|
0.19
|
0.38
| −0.16 | −1.09 |
0.36
| 21 | −1.32 |
0.55
|
0.51
| −0.57 | −1.09 |
0.10
| 22 |
0.88
|
0.55
|
0.54
| −0.13 | −1.16 |
0.32
| 23 | −0.22 | −0.52 | −1.59 | −1.47 |
0.67
| −2.00 | 24 | −1.32 | −0.91 | −2.11 | −0.57 | −0.51 | −1.54 | 25 | −0.22 | −1.95 |
0.72
| −1.89 | −1.11 | −1.64 | 26 | −0.22 | −0.15 |
0.89
| −1.01 | −1.11 | −0.36 | 27 | −1.32 | −1.59 | −0.07 | −1.47 |
1.23
| −1.26 | 28 | −0.22 | −1.60 |
0.07
| −1.47 |
1.23
| −1.11 | 29 |
0.88
| −1.60 |
0.93
| −1.03 | −0.76 | −0.87 | 30 | −0.22 | −1.59 | −2.57 | −0.58 | −0.56 | −1.86 | 31 |
0.88
|
0.97
|
0.41
|
0.27
| −0.94 |
0.70
| 32 |
0.88
|
1.65
|
1.00
|
1.16
| −0.94 |
1.27
| 33 | −1.32 |
1.30
| −2.73 |
0.71
| −0.94 |
0.10
| 34 | −0.22 | −0.14 |
0.16
|
0.74
|
0.92
|
0.33
| 35 | −0.22 |
0.55
|
0.34
|
0.75
|
0.36
|
0.54
| 36 |
1.97
|
0.91
| −0.23 |
1.17
|
3.79
|
1.28
| 37 | −0.22 |
0.55
|
0.61
|
0.73
|
0.27
|
0.91
| 38 | −1.32 |
1.28
|
0.42
|
0.72
| −0.05 |
0.81
| 39 | −1.32 |
1.66
|
0.14
|
0.72
| −0.60 |
1.36
| 40 | −0.22 |
1.33
|
0.13
|
1.18
|
0.40
|
1.42
|
|
|