Research Article
Fuzzified Data Based Neural Network Modeling for Health Assessment of Multistorey Shear Buildings
Table 1
Comparison between the desired and the ANN values of
,
,
,
, and
for a five-storey shear structure.
| Data
number | (Ann) | (Des) | (Ann) | (Des) | (Ann) | (Des) | (Ann) | (Des) | (Ann) | (Des) |
| | 1 | 181277.7318 | 181472.3686 | 57722.68 | 57880.6541 | 53111.561 | 53114.814 | 44531.8138 | 44120.9218 | 24304.5301 | 24387.4436 | | 2 | 195883.7223 | 190579.1937 | 98497.3362 | 98529.6391 | 40890.7789 | 40714.2336 | 30510.5884 | 30636.6569 | 24013.4116 | 23815.5846 | | 3 | 110889.324 | 112698.6816 | 97540.2878 | 97858.3474 | 56939.1333 | 56982.5861 | 35467.0709 | 35538.4597 | 27905.0723 | 27655.1679 | | 4 | 191334.6369 | 191337.5856 | 74367.0906 | 74268.7824 | 58151.3678 | 58679.865 | 30921.7444 | 30923.4278 | 27758.983 | 27951.999 | | 5 | 162671.148 | 163235.9246 | 90080.9291 | 90014.0234 | 53507.0758 | 53574.7031 | 31851.263 | 31942.6356 | 21775.0509 | 21868.726 | | 6 | 109757.8778 | 109754.0405 | 57034.3391 | 57094.3169 | 55073.904 | 55154.8026 | 46360.9403 | 46469.1566 | 24899.5619 | 24897.644 | | 7 | 127671.411 | 127849.8219 | 71003.1282 | 71088.0641 | 54999.758 | 54862.6494 | 43688.9611 | 43896.5725 | 24554.2598 | 24455.862 | | 8 | 154429.3614 | 154688.1519 | 98500.0073 | 95786.7763 | 48031.3148 | 47844.5404 | 36250.0047 | 36341.9896 | 27719.1389 | 26463.1301 | | 9 | 196399.16 | 195750.6835 | 89751.9025 | 89610.3665 | 53100.0372 | 53109.5578 | 48498.0106 | 49004.441 | 27950.5364 | 27093.6483 | | 10 | 193722.4668 | 196488.8535 | 98520.881 | 97974.6213 | 43228.929 | 43423.7338 | 30822.0268 | 30688.9216 | 26813.9637 | 27546.8668 |
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