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《人工神经元网络》含有实用的网络模型、学习规则和训练方法的一些算法程序

Epoch=0
W[0][0]=5.470356  W[1][0]=0.563049  
W[0][1]=0.563464  W[1][1]=5.470420  
W[0][2]=5.409211  W[1][2]=5.281787  
  New eta=0.495000
  New eta=0.490000
  New eta=0.485000
  New eta=0.480000
  New eta=0.475000
Epoch=5
W[0][0]=5.643478  W[1][0]=0.578707  
W[0][1]=0.578707  W[1][1]=5.643478  
W[0][2]=5.578707  W[1][2]=5.455285  
  New eta=0.470000
  New eta=0.465000
  New eta=0.460000
  New eta=0.455000
  New eta=0.450000
Epoch=10
W[0][0]=5.640910  W[1][0]=0.576403  
W[0][1]=0.576403  W[1][1]=5.640910  
W[0][2]=5.576403  W[1][2]=5.459059  
  New eta=0.445000
  New eta=0.440000
  New eta=0.435000
  New eta=0.430000
  New eta=0.425000
Epoch=15
W[0][0]=5.637508  W[1][0]=0.573770  
W[0][1]=0.573770  W[1][1]=5.637508  
W[0][2]=5.573770  W[1][2]=5.462857  
  New eta=0.420000
  New eta=0.415000
  New eta=0.410000
  New eta=0.405000
  New eta=0.400000
Epoch=20
W[0][0]=5.633317  W[1][0]=0.570836  
W[0][1]=0.570836  W[1][1]=5.633317  
W[0][2]=5.570836  W[1][2]=5.466627  
  New eta=0.395000
  New eta=0.390000
  New eta=0.385000
  New eta=0.380000
  New eta=0.375000
Epoch=25
W[0][0]=5.628386  W[1][0]=0.567624  
W[0][1]=0.567624  W[1][1]=5.628386  
W[0][2]=5.567624  W[1][2]=5.470321  
  New eta=0.370000
  New eta=0.365000
  New eta=0.360000
  New eta=0.355000
  New eta=0.350000
Epoch=30
W[0][0]=5.622771  W[1][0]=0.564160  
W[0][1]=0.564160  W[1][1]=5.622771  
W[0][2]=5.564160  W[1][2]=5.473898  
  New eta=0.345000
  New eta=0.340000
  New eta=0.335000
  New eta=0.330000
  New eta=0.325000
Epoch=35
W[0][0]=5.616526  W[1][0]=0.560470  
W[0][1]=0.560470  W[1][1]=5.616526  
W[0][2]=5.560470  W[1][2]=5.477322  
  New eta=0.320000
  New eta=0.315000
  New eta=0.310000
  New eta=0.305000
  New eta=0.300000
Epoch=40
W[0][0]=5.609710  W[1][0]=0.556577  
W[0][1]=0.556577  W[1][1]=5.609710  
W[0][2]=5.556577  W[1][2]=5.480562  
  New eta=0.295000
  New eta=0.290000
  New eta=0.285000
  New eta=0.280000
  New eta=0.275000
Epoch=45
W[0][0]=5.602383  W[1][0]=0.552507  
W[0][1]=0.552507  W[1][1]=5.602383  
W[0][2]=5.552507  W[1][2]=5.483591  
  New eta=0.270000
  New eta=0.265000
  New eta=0.260000
  New eta=0.255000
  New eta=0.250000
Epoch=50
W[0][0]=5.594604  W[1][0]=0.548282  
W[0][1]=0.548282  W[1][1]=5.594604  
W[0][2]=5.548282  W[1][2]=5.486388  
  New eta=0.245000
  New eta=0.240000
  New eta=0.235000
  New eta=0.230000
  New eta=0.225000
Epoch=55
W[0][0]=5.586437  W[1][0]=0.543927  
W[0][1]=0.543927  W[1][1]=5.586437  
W[0][2]=5.543927  W[1][2]=5.488935  
  New eta=0.220000
  New eta=0.215000
  New eta=0.210000
  New eta=0.205000
  New eta=0.200000
Epoch=60
W[0][0]=5.577945  W[1][0]=0.539467  
W[0][1]=0.539467  W[1][1]=5.577945  
W[0][2]=5.539467  W[1][2]=5.491220  
  New eta=0.195000
  New eta=0.190000
  New eta=0.185000
  New eta=0.180000
  New eta=0.175000
Epoch=65
W[0][0]=5.569196  W[1][0]=0.534929  
W[0][1]=0.534929  W[1][1]=5.569196  
W[0][2]=5.534929  W[1][2]=5.493234  
  New eta=0.170000
  New eta=0.165000
  New eta=0.160000
  New eta=0.155000
  New eta=0.150000
Epoch=70
W[0][0]=5.560265  W[1][0]=0.530343  
W[0][1]=0.530343  W[1][1]=5.560265  
W[0][2]=5.530343  W[1][2]=5.494971  
  New eta=0.145000
  New eta=0.140000
  New eta=0.135000
  New eta=0.130000
  New eta=0.125000
Epoch=75
W[0][0]=5.551242  W[1][0]=0.525746  
W[0][1]=0.525746  W[1][1]=5.551242  
W[0][2]=5.525746  W[1][2]=5.496428  
  New eta=0.120000
  New eta=0.115000
  New eta=0.110000
  New eta=0.105000
  New eta=0.100000
Epoch=80
W[0][0]=5.542248  W[1][0]=0.521193  
W[0][1]=0.521193  W[1][1]=5.542248  
W[0][2]=5.521193  W[1][2]=5.497605  
  New eta=0.095000
  New eta=0.090000
  New eta=0.085000
  New eta=0.080000
  New eta=0.075000
Epoch=85
W[0][0]=5.533478  W[1][0]=0.516773  
W[0][1]=0.516773  W[1][1]=5.533478  
W[0][2]=5.516773  W[1][2]=5.498505  
  New eta=0.070000
  New eta=0.065000
  New eta=0.060000
  New eta=0.055000
  New eta=0.050000
Epoch=90
W[0][0]=5.525296  W[1][0]=0.512664  
W[0][1]=0.512664  W[1][1]=5.525296  
W[0][2]=5.512664  W[1][2]=5.499133  
  New eta=0.045000
  New eta=0.040000
  New eta=0.035000
  New eta=0.030000
  New eta=0.025000
Epoch=95
W[0][0]=5.518558  W[1][0]=0.509287  
W[0][1]=0.509287  W[1][1]=5.518558  
W[0][2]=5.509287  W[1][2]=5.499494  
  New eta=0.020000
  New eta=0.015000
  New eta=0.010000
  New eta=0.005000
  New eta=0.001000
Epoch=100
W[0][0]=5.515655  W[1][0]=0.507834  
W[0][1]=0.507834  W[1][1]=5.515655  
W[0][2]=5.507834  W[1][2]=5.499598  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=105
W[0][0]=5.515279  W[1][0]=0.507645  
W[0][1]=0.507645  W[1][1]=5.515279  
W[0][2]=5.507645  W[1][2]=5.499608  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=110
W[0][0]=5.514911  W[1][0]=0.507461  
W[0][1]=0.507461  W[1][1]=5.514911  
W[0][2]=5.507461  W[1][2]=5.499617  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=115
W[0][0]=5.514553  W[1][0]=0.507282  
W[0][1]=0.507282  W[1][1]=5.514553  
W[0][2]=5.507282  W[1][2]=5.499627  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=120
W[0][0]=5.514203  W[1][0]=0.507107  
W[0][1]=0.507107  W[1][1]=5.514203  
W[0][2]=5.507107  W[1][2]=5.499636  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=125
W[0][0]=5.513862  W[1][0]=0.506936  
W[0][1]=0.506936  W[1][1]=5.513862  
W[0][2]=5.506936  W[1][2]=5.499645  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=130
W[0][0]=5.513529  W[1][0]=0.506770  
W[0][1]=0.506770  W[1][1]=5.513529  
W[0][2]=5.506770  W[1][2]=5.499654  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=135
W[0][0]=5.513205  W[1][0]=0.506608  
W[0][1]=0.506608  W[1][1]=5.513205  
W[0][2]=5.506608  W[1][2]=5.499662  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=140
W[0][0]=5.512889  W[1][0]=0.506449  
W[0][1]=0.506449  W[1][1]=5.512889  
W[0][2]=5.506449  W[1][2]=5.499671  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=145
W[0][0]=5.512580  W[1][0]=0.506295  
W[0][1]=0.506295  W[1][1]=5.512580  
W[0][2]=5.506295  W[1][2]=5.499679  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=150
W[0][0]=5.512279  W[1][0]=0.506144  
W[0][1]=0.506144  W[1][1]=5.512279  
W[0][2]=5.506144  W[1][2]=5.499687  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=155
W[0][0]=5.511986  W[1][0]=0.505998  
W[0][1]=0.505998  W[1][1]=5.511986  
W[0][2]=5.505998  W[1][2]=5.499694  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=160
W[0][0]=5.511700  W[1][0]=0.505854  
W[0][1]=0.505854  W[1][1]=5.511700  
W[0][2]=5.505854  W[1][2]=5.499702  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=165
W[0][0]=5.511421  W[1][0]=0.505715  
W[0][1]=0.505715  W[1][1]=5.511421  
W[0][2]=5.505715  W[1][2]=5.499709  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=170
W[0][0]=5.511148  W[1][0]=0.505579  
W[0][1]=0.505579  W[1][1]=5.511148  
W[0][2]=5.505579  W[1][2]=5.499716  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=175
W[0][0]=5.510883  W[1][0]=0.505446  
W[0][1]=0.505446  W[1][1]=5.510883  
W[0][2]=5.505446  W[1][2]=5.499723  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=180
W[0][0]=5.510624  W[1][0]=0.505316  
W[0][1]=0.505316  W[1][1]=5.510624  
W[0][2]=5.505316  W[1][2]=5.499730  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=185
W[0][0]=5.510371  W[1][0]=0.505190  
W[0][1]=0.505190  W[1][1]=5.510371  
W[0][2]=5.505190  W[1][2]=5.499737  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=190
W[0][0]=5.510125  W[1][0]=0.505066  
W[0][1]=0.505066  W[1][1]=5.510125  
W[0][2]=5.505066  W[1][2]=5.499743  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=195
W[0][0]=5.509885  W[1][0]=0.504946  
W[0][1]=0.504946  W[1][1]=5.509885  
W[0][2]=5.504946  W[1][2]=5.499750  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=200
W[0][0]=5.509651  W[1][0]=0.504829  
W[0][1]=0.504829  W[1][1]=5.509651  
W[0][2]=5.504829  W[1][2]=5.499756  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=205
W[0][0]=5.509422  W[1][0]=0.504715  
W[0][1]=0.504715  W[1][1]=5.509422  
W[0][2]=5.504715  W[1][2]=5.499762  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=210
W[0][0]=5.509199  W[1][0]=0.504603  
W[0][1]=0.504603  W[1][1]=5.509199  
W[0][2]=5.504603  W[1][2]=5.499768  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=215
W[0][0]=5.508982  W[1][0]=0.504494  
W[0][1]=0.504494  W[1][1]=5.508982  
W[0][2]=5.504494  W[1][2]=5.499774  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=220
W[0][0]=5.508770  W[1][0]=0.504388  
W[0][1]=0.504388  W[1][1]=5.508770  
W[0][2]=5.504388  W[1][2]=5.499779  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=225
W[0][0]=5.508563  W[1][0]=0.504285  
W[0][1]=0.504285  W[1][1]=5.508563  
W[0][2]=5.504285  W[1][2]=5.499785  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=230
W[0][0]=5.508361  W[1][0]=0.504184  
W[0][1]=0.504184  W[1][1]=5.508361  
W[0][2]=5.504184  W[1][2]=5.499790  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=235
W[0][0]=5.508165  W[1][0]=0.504086  
W[0][1]=0.504086  W[1][1]=5.508165  
W[0][2]=5.504086  W[1][2]=5.499795  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=240
W[0][0]=5.507973  W[1][0]=0.503990  
W[0][1]=0.503990  W[1][1]=5.507973  
W[0][2]=5.503990  W[1][2]=5.499800  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=245
W[0][0]=5.507786  W[1][0]=0.503896  
W[0][1]=0.503896  W[1][1]=5.507786  
W[0][2]=5.503896  W[1][2]=5.499805  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=250
W[0][0]=5.507603  W[1][0]=0.503805  
W[0][1]=0.503805  W[1][1]=5.507603  
W[0][2]=5.503805  W[1][2]=5.499810  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=255
W[0][0]=5.507426  W[1][0]=0.503716  
W[0][1]=0.503716  W[1][1]=5.507426  
W[0][2]=5.503716  W[1][2]=5.499815  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=260
W[0][0]=5.507252  W[1][0]=0.503629  
W[0][1]=0.503629  W[1][1]=5.507252  
W[0][2]=5.503629  W[1][2]=5.499819  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=265
W[0][0]=5.507083  W[1][0]=0.503544  
W[0][1]=0.503544  W[1][1]=5.507083  
W[0][2]=5.503544  W[1][2]=5.499824  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=270
W[0][0]=5.506918  W[1][0]=0.503461  
W[0][1]=0.503461  W[1][1]=5.506918  
W[0][2]=5.503461  W[1][2]=5.499828  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=275
W[0][0]=5.506757  W[1][0]=0.503381  
W[0][1]=0.503381  W[1][1]=5.506757  
W[0][2]=5.503381  W[1][2]=5.499832  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=280
W[0][0]=5.506600  W[1][0]=0.503302  
W[0][1]=0.503302  W[1][1]=5.506600  
W[0][2]=5.503302  W[1][2]=5.499836  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=285
W[0][0]=5.506446  W[1][0]=0.503226  
W[0][1]=0.503226  W[1][1]=5.506446  
W[0][2]=5.503226  W[1][2]=5.499840  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=290
W[0][0]=5.506297  W[1][0]=0.503151  
W[0][1]=0.503151  W[1][1]=5.506297  
W[0][2]=5.503151  W[1][2]=5.499844  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=295
W[0][0]=5.506151  W[1][0]=0.503078  
W[0][1]=0.503078  W[1][1]=5.506151  
W[0][2]=5.503078  W[1][2]=5.499848  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=300
W[0][0]=5.506009  W[1][0]=0.503007  
W[0][1]=0.503007  W[1][1]=5.506009  
W[0][2]=5.503007  W[1][2]=5.499852  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=305
W[0][0]=5.505871  W[1][0]=0.502938  
W[0][1]=0.502938  W[1][1]=5.505871  
W[0][2]=5.502938  W[1][2]=5.499856  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=310
W[0][0]=5.505736  W[1][0]=0.502870  
W[0][1]=0.502870  W[1][1]=5.505736  
W[0][2]=5.502870  W[1][2]=5.499859  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=315
W[0][0]=5.505604  W[1][0]=0.502804  
W[0][1]=0.502804  W[1][1]=5.505604  
W[0][2]=5.502804  W[1][2]=5.499863  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=320
W[0][0]=5.505475  W[1][0]=0.502740  
W[0][1]=0.502740  W[1][1]=5.505475  
W[0][2]=5.502740  W[1][2]=5.499866  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=325
W[0][0]=5.505350  W[1][0]=0.502677  
W[0][1]=0.502677  W[1][1]=5.505350  
W[0][2]=5.502677  W[1][2]=5.499869  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=330
W[0][0]=5.505228  W[1][0]=0.502616  
W[0][1]=0.502616  W[1][1]=5.505228  
W[0][2]=5.502616  W[1][2]=5.499873  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000