fjsample.txt

BP神经网络,可以进行任意发酵过程建模,包括初始化,训练与测试,

1, 5.768, 100, 0, 0.25, 3.275, 0, 0, 0
1.5, 5.519, 97.02, 0.249, 0.475, 3.225, 0, 0.993333, 0.933236 
2, 5.485, 96.61, 0.283, 0.7, 3.175, 0, 1.13, 1.868474
2.5, 5.523, 96.2, 0.36, 0.88, 3.175, 0, 1.266667, 2.805744
3, 5.494, 93.02, 0.36, 1.06, 3.175, 0, 2.83, 3.759879
3.5, 5.516, 91.51, 0.36, 1.13, 3.0875, 0, 3.333333, 4.722782
4, 5.489, 90, 0.42, 1.2, 3, 0, 4.14, 5.695004
4.5, 5.487, 87.58, 0.48, 1.325, 2.9, 0, 4.14, 6.68345
5, 5.481, 85.76, 0.54, 1.45, 2.8, 0, 4.746667, 7.685278
5.5, 5.517, 83.11, 0.66, 1.72, 2.7125, 0, 5.63, 8.708711
6, 5.479, 80.46, 0.72, 1.99, 2.625, 0, 6.513333, 9.756726
6.5, 5.489, 79.76, 2.505, 2.32, 0, 7.9, 6.746667, 10.81181
7, 5.525, 76.3, 1.02, 3.02, 2.175, 0, 7.9, 11.90608
7.5, 5.52, 73.51, 1.2, 3.375, 1.9125, 0, 8.83, 13.0382
8, 5.514, 72.64, 1.44, 3.73, 1.65, 0, 9.12, 14.18355
8.5, 5.532, 68.84, 1.74, 4.495, 1.325, 0, 10.38667, 15.39666
9, 5.482, 65.6, 2.04, 5.26, 1, 0, 11.46667, 16.6848
9.5, 5.478, 61.1, 2.4, 6.425, 0.7875, 0, 12.96667, 18.11935
10, 5.489, 59.88, 2.8, 7.59, 0.575, 6.951, 13.37333, 19.58661
10.5, 5.525, 53.74, 3.3, 8.07, 0.3375, 12.247, 15.42, 20.51379
11, 5.504, 50, 3.72, 8.15, 0.1, 15.26, 16.66667, 21.22807
11.5, 5.53, 48.44, 3.96, 9.03, 0.0625, 19.198, 17.18667, 21.86948
12, 5.477, 47.73, 4.14, 9.91, 0.025, 25, 17.42333, 22.48021
12.5, 5.526, 43.75, 4.32, 10.435, 0.025, 25, 18.75, 22.9424
13, 5.524, 46, 4.5, 10.96, 0.025, 25, 18, 23.48416
13.5, 5.532, 40.68, 4.68, 11.035, 0.025, 25, 19.77333, 23.85358
14, 5.508, 45.36, 4.74, 11.11, 0.025, 25, 18.21333, 24.37155
1, 5.711, 94.1, 0, 0.27, 4.075, 0, 0, 0
1.5, 5.68, 91.35, 0.031, 0.695, 4.00625, 0, 0.916667, 0.963864
2, 5.649, 88.11, 0.062, 1.12, 3.9375, 0, 1.996667, 1.94861
2.5, 5.592, 87.24, 0.119, 1.2, 3.86875, 0, 2.286667, 2.939474
3, 5.585, 85.03, 0.179, 1.28, 3.8, 0, 3.023333, 3.946988
3.5, 5.541, 82.5, 0.239, 1.50125, 3.66875, 0, 3.866667, 4.975794
4, 5.48, 79.82, 0.299, 1.7225, 3.5375, 0, 4.76, 6.030263
4.5, 5.534, 75.92, 0.419, 1.94375, 3.5, 0, 6.06, 7.12932
5, 5.523, 72.68, 0.599, 2.165, 3.4625, 0, 7.14, 8.274039
5.5, 5.522, 71.59, 0.839, 2.38625, 3.28125, 0, 7.503333, 9.436369
6, 5.502, 62.9, 1.199, 2.6075, 3.1, 0, 10.4, 10.80479
6.5, 5.514, 57.06, 1.619, 2.82875, 2.775, 0, 12.34667, 11.98467
7, 5.483, 51.25, 2.159, 3.05, 2.45, 0, 14.28333, 12.76349
7.5, 5.529, 48.5, 2.819, 3.79, 2.175, 0, 15.2, 13.40755
8, 5.475, 42.17, 3.419, 4.53, 1.9, 0, 17.31, 13.82006
8.5, 5.488, 38.55, 4.079, 4.95, 1.3625, 0, 18.51667, 14.13353
9, 5.481, 33.8, 4.739, 5.37, 0.825, 0, 20.1, 14.34168
9.5, 5.496, 27.47, 5.399, 6.08, 0.5, 2.2, 22.21, 14.35499
10, 5.526, 23.89, 5.999, 6.79, 0.175, 3.3, 23.40333, 14.38554
10.5, 5.502, 26.45, 6.359, 7.505, 0.0875, 7.7, 22.55, 14.40245
11, 5.609, 23.28, 6.599, 8.22, 0, 7.7, 23.60667, 14.43299
11.5, 5.494, 22.48, 6.659, 8.935, 0.0125, 13.2, 23.87333, 14.46569
12, 5.568, 18.04, 6.899, 9.65, 0.025, 19.8, 25.3533, 14.51552
12.5, 5.518, 18.58, 7.319, 10.195, 0.0125, 24.2, 25.17333, 14.5612
13, 5.502, 17.1, 7.559, 10.74, 0, 25.3, 25.66667, 14.6108
13.5, 5.568, 18.55, 7.553, 9.495, 0, 25.3, 25.1833, 14.65323
14, 6.223, 19.06, 6.898, 8.25, 0, 25.3, 25.01333, 14.692