Advances in Artificial Neural Systems

Research Article

Fuzzified Data Based Neural Network Modeling for Health Assessment of Multistorey Shear Buildings

Table 2

(a) Comparison between the desired and the ANN values of , , , , and for a ten-storey shear structure. (b) Comparison between the desired and the ANN values of , , , , and for a ten-storey shear structure.
(a)  
Data number (Ann) (Des) (Ann) (Des) (Ann) (Des) (Ann) (Des) (Ann) (Des)
1116900.6563 114999.7254 23626.293 23947.0748 25255.905 24299.2141 29078.6982 29493.0391 27766.1413 28842.8102
2137413.4659 135922.821 22400.1311 21970.538 22076.7651 22160.1892 28671.6078 29898.7215 23928.6799 23185.2425
3174166.5579 171165.6706 26751.8243 27587.6627 28439.4836 28089.9027 28056.19 27636.7332 28909.5075 29349.7909
4185745.6345 187147.6518 28203.5977 29952.1598 23288.5994 23565.0893 25414.2964 25588.2055 24175.8385 24794.8455
5131376.8088 132868.9612 22531.4396 21865.7144 20887.9013 20732.4343 22490.5032 21838.4294 21747.4496 22317.9161
6174687.251 165011.8025 25813.5863 27811.4527 25015.1015 25909.9146 25615.7328 24979.4882 24612.1573 23962.9025
7185115.3655 197483.6148 24841.291 21957.9798 27352.9705 29101.8783 25184.1779 25178.456 27414.6225 27050.7748
8107439.5782 107596.7361 28408.1614 29923.5897 22079.0745 21937.6594 29361.5732 29942.4301 25283.6014 25585.5903
9164872.2954 158701.9167 25498.9862 28022.6157 26269.1879 24323.6779 28505.5766 28548.5168 27421.7863 27566.307
10134496.3197 136428.6869 23984.6699 23091.3643 26528.5422 27288.6387 20735.4877 20391.8449 26590.0291 26789.4101
(b)  
Data number (Ann) (Des) (Ann) (Des) (Ann) (Des) (Ann) (Des) (Ann) (Des)
121170.0974 20899.5068 25777.6655 25605.5953 28204.3487 29899.5021 27503.4171 25859.8704 27163.5463 25814.4649
222417.1364 20549.7415 27621.6492 28654.3859 27612.505 28451.7819 28303.9996 29823.0322 22093.3505 22094.0508
329672.9685 29638.7013 25998.8211 27124.1481 22438.2305 21982.2179 26315.5549 26153.251 27684.8546 29019.9081
419962.2582 19656.5635 21156.2588 20166.7471 22269.5196 21950.7153 23818.7821 23766.1108 27240.5745 27020.6645
520161.805 20514.4829 25387.6098 28009.2088 23922.4631 23268.3965 27519.8427 28771.8175 23219.6412 23774.551
622307.0935 23043.4895 21527.1166 21425.0932 27311.6444 28803.3786 27670.7454 27848.5243 27234.7985 27349.5593
727804.4452 25801.9183 24442.8169 24784.7447 25319.1653 24711.0187 25870.6554 24649.5428 27640.8021 29541.0279
825509.2344 25309.6445 22738.1369 22568.3535 23936.8813 24039.6937 28924.1116 28139.7693 25172.6749 25428.1311
928341.8519 29012.0809 25380.1928 23690.9169 23071.1828 21792.3148 28034.5751 28984.4414 26519.4395 25401.0583
1027911.2912 29624.314 26475.8553 24319.8061 21306.3632 21696.0881 25327.5363 24074.5574 24485.2563 23343.2942