Research Article
Design Optimization of Curved Curtain Wall Based on SPEA II-GA-BPNN Algorithm
Table 4
Normalized data table of training sample impact factor (1/3).
| Plate number | Sample number | X1 | X2 | X3 | X4 | X5 | X6 |
| Plate no. 1 | 1 | 0.6600 | 0.8258 | 0.9600 | 0.9450 | 0.3500 | 0.4000 | | 2 | 0.6329 | 0.5125 | 0.9800 | 0.7250 | 0.4000 | 0.7500 | | 3 | 0.0962 | 0.0900 | 0.9650 | 0.8650 | 0.9500 | 0.0500 | | …… | | | | | | |
| Plate no. 2 | 1 | 0.8652 | 0.6217 | 0.8500 | 0.9750 | 0.2000 | 0.3500 | | 2 | 0.0890 | 0.0417 | 0.5950 | 0.5200 | 0.5500 | 0.5000 | | 3 | 0.9438 | 0.4250 | 0.9700 | 0.1500 | 0.2000 | 0.3500 | | …… | | | | | | |
| Plate no. 3 | 1 | 0.1490 | 0.3250 | 0.8400 | 0.9850 | 0.1000 | 0.0500 | | 2 | 0.3495 | 0.5958 | 0.0550 | 0.9600 | 0.9000 | 0.1000 | | 3 | 0.9990 | 0.8725 | 0.9400 | 0.9950 | 0.4500 | 0.9000 | | …… | | | | | | |
| Training sample impact factor normalization processing data table (2/3) | | | X7 | X8 | X9 | X10 | X11 | X12 | Plate no. 1 | 1 | 0.3067 | 0.2785 | 0.6878 | 0.7670 | 0.3458 | 0.6950 | | 2 | 0.5733 | 0.1924 | 0.8283 | 0.6760 | 0.2964 | 0.7649 | | 3 | 0.0067 | 0.3059 | 0.6532 | 0.7270 | 0.3720 | 0.7550 | | …… | | | | | | |
| Plate no. 2 | 1 | 0.5492 | 0.6840 | 0.5856 | 0.4904 | 0.2930 | 0.6537 | | 2 | 0.1933 | 0.4550 | 0.6946 | 0.4712 | 0.3227 | 0.5818 | | 3 | 0.5800 | 0.2057 | 0.7175 | 0.4596 | 0.3797 | 0.6227 | | …… | | | | | | |
| Plate no. 3 | 1 | 0.3245 | 0.8770 | 0.5614 | 0.5955 | 0.1742 | 0.6883 | | 2 | 0.9309 | 0.6976 | 0.5972 | 0.0790 | 0.5922 | 0.4400 | | 3 | 0.0982 | 0.5988 | 0.8816 | 0.2260 | 0.3322 | 0.5204 | | …… | | | | | | |
| Training sample impact factor normalization processing data table (3/3) | | | X13 | X14 | X15 | X16 | X17 | | Plate no. 1 | 1 | 0.8900 | 0.7771 | 0.2893 | 0.4891 | 0.5000 | | | 2 | 0.4500 | 0.1943 | 0.3136 | 0.5645 | 0.2500 | | | 3 | 0.4867 | 0.4743 | 0.2842 | 0.6102 | 0.5000 | | | …… | | | | | | |
| Plate no. 2 | 1 | 0.3614 | 0.8278 | 0.1478 | 0.9388 | 0.7500 | | | 2 | 0.6229 | 0.4411 | 0.2709 | 0.8322 | 0.5000 | | | 3 | 0.6043 | 0.5522 | 0.2541 | 0.9891 | 0.5000 | | | …… | | | | | | |
| Plate no. 3 | 1 | 0.1933 | 0.9029 | 0.2526 | 0.8722 | 0.7500 | | | 2 | 0.6956 | 0.7036 | 0.2218 | 0.4966 | 0.5000 | | | 3 | 0.4778 | 0.7879 | 0.4134 | 0.3198 | 0.7500 | |
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