测量一组类下三角矩阵的质量和频率n=m+1
假设每张图片都有频率和质量两个属性,其中频率和点的分布有关,质量和点的数值的大小有关。
本文就通过实验的办法测量类下三角矩阵的频率和质量有哪些关系。
《测量一组对角矩阵的频率和质量》中的对角矩阵指的是满足n=m的矩阵
《测量一组反对角矩阵的频率和质量》中的反对角矩阵指的是满足n+m=9的矩阵
本文的类下三角矩阵指的是满足n=m+1的矩阵。
实验过程
制作一个带一个3*3卷积核的神经网络,测试集是mnist的0和1图片集,将28*28的图片缩小成9*9,隐藏层30个节点所以网络的结构是
这个网络分成两个部分左边的是让mnist 0向1,0收敛,右边的是让mnist 1向 0,1收敛。但是让左右两边的权重实现同步更新,实现权重共享。相当于将两个弹性系数是k的弹簧并联得到一个弹性系数为2k的弹簧的过程,
将上图简写成
S(mnist0)81-(con3*3)49-30-2-(1,0)
S(mnist1)81-(con3*3)49-30-2-(0,1)
w=w,w1=w1,w2=w2
进一步简写成
d2(mnist0,1)81-con(3*3)49-30-2-(2*k) ,k∈(0,1)
这个网络的收敛标准是
if (Math.abs(f2[0]-y[0])< δ && Math.abs(f2[1]-y[1])< δ )
本文尝试了δ从0.1到1e-6在内的22个值,训练集是mnist0和1的前4999张图片,
具体进样顺序 |
|||
进样顺序 |
迭代次数 |
||
mnist 0-1 |
1 |
判断是否达到收敛 |
|
mnist 1-1 |
2 |
判断是否达到收敛 |
|
梯度下降 |
|||
mnist 0-2 |
3 |
判断是否达到收敛 |
|
mnist 1-2 |
4 |
判断是否达到收敛 |
|
梯度下降 |
|||
…… |
|||
mnist 0-4999 |
9997 |
判断是否达到收敛 |
|
mnist 1-4999 |
9998 |
判断是否达到收敛 |
|
梯度下降 |
|||
…… |
|||
如果4999图片内没有达到收敛标准再次从头循环 |
|||
mnist 0-1 |
9999 |
判断是否达到收敛 |
|
mnist 1-1 |
10000 |
判断是否达到收敛 |
|
…… |
|||
达到收敛标准测量准确率 |
测试集中有980个0和1135个1.将整个过程重复199次,取平均值,用这中方式得到的迭代次数n,用n12表示。
再用同样的办法做两个网络
d2(mnist x,0)81-con(3*3)49-30-2-(2*k) ,k∈(0,1)
意思是用同样的网络分类mnist的0和一张x图片,让0向1,0收敛,让x向0,1收敛,得到的迭代次数用nx0表示
d2(mnist x,1)81-con(3*3)49-30-2-(2*k) ,k∈(0,1)
用同样的网络分类mnist的2和一张x图片,让x向1,0收敛,让1向0,1收敛,得到的迭代次数用nx1表示
这张图片x就是一个9*9的二维数组
double [][]conx=new double[9][9];
for(int n=0 ;n<9;n++){
for(int m=0 ;m<9 ;m++){
if(n==m+1){
conx[n][m]=d;
} } }
本文分别让x=0.1,0.2…1,也就是计算了10组nx0和nx1。
现在有了3个网络
A:d2(mnist0,1)81-con(3*3)49-30-2-(2*k) ,k∈(0,1)
B:d2(mnistx,0)81-con(3*3)49-30-2-(2*k) ,k∈(0,1)
C:d2(mnistx,1)81-con(3*3)49-30-2-(2*k) ,k∈(0,1)
根据前面的大量实验n01,nx0,nx1可以用两个方程组去计算
因为测量了10组d因此可以得到10组ωx,ω0, ω1,mx,m0,m1,mx0,mx1,m01,k的数据
实验数据
d2(mnist x,0)81-con(3*3)49-30-2-(2*k) ,k∈{0,1}的数据
包括迭代次数表格
平均准确率表格
最大准确率表格
耗时共4个表格
最终是用迭代次数作为决定参数去比较相互的关系,其他的三个表格仅用于描述网络性能。
xx0 |
3 |
2 |
1 |
0.9 |
0.8 |
0.7 |
0.6 |
0.5 |
0.4 |
0.3 |
0.2 |
0.1 |
δ |
迭代次数n |
迭代次数n |
迭代次数n |
迭代次数n |
迭代次数n |
迭代次数n |
迭代次数n |
迭代次数n |
迭代次数n |
迭代次数n |
迭代次数n |
迭代次数n |
0.5 |
16.8593 |
14.60804 |
16.70352 |
16.31156 |
16.10553 |
17.25628 |
13.65327 |
17.21106 |
18.21106 |
15.06533 |
17.05528 |
15.68844 |
0.4 |
499.2513 |
622.598 |
948.3769 |
996.0251 |
1085.633 |
1085.764 |
1155.935 |
1206.206 |
1384.166 |
1305.744 |
1366.116 |
1473.513 |
0.3 |
578.4623 |
769.1106 |
1206.407 |
1249.573 |
1263.281 |
1312.97 |
1401.362 |
1491.221 |
1559.201 |
1586.598 |
1638.92 |
1774.307 |
0.2 |
674.6683 |
885.5829 |
1364.648 |
1407.201 |
1500.397 |
1538.025 |
1570.116 |
1695.814 |
1737.643 |
1832.94 |
1911.131 |
1929.925 |
0.1 |
831.3317 |
1055.482 |
1503.131 |
1642.94 |
1647.925 |
1800.106 |
1821.352 |
1895.452 |
2030.327 |
2066.518 |
2191.261 |
2198.337 |
0.01 |
1660.337 |
1894.226 |
2394.246 |
2399.452 |
2430.618 |
2539.995 |
2610.889 |
2736.457 |
2803.362 |
2902.317 |
3021.523 |
2977.211 |
0.001 |
5010.085 |
4786.317 |
4129.613 |
3916.186 |
4022.367 |
4040.005 |
3927.04 |
3923.251 |
3986.92 |
3969.884 |
4097.985 |
3985.372 |
1.00E-04 |
20889.22 |
16239.91 |
8938.899 |
8172.005 |
7363.201 |
7161.171 |
6827.935 |
6135.503 |
6109.754 |
5685.633 |
5652.095 |
5668.116 |
9.00E-05 |
22827.87 |
17400.37 |
9308.447 |
8747.05 |
7674.176 |
7314.638 |
6820.025 |
6322.327 |
6003.01 |
5759.402 |
5807.523 |
5789.432 |
8.00E-05 |
24222.44 |
18319.48 |
9892.045 |
9227.744 |
8349.653 |
7450.417 |
7008.246 |
6500.327 |
6296.276 |
6036.608 |
5884.508 |
5967.905 |
7.00E-05 |
28155.15 |
19718.17 |
10722.29 |
9221.482 |
8638.869 |
8270.477 |
7080.889 |
6579.724 |
6500.548 |
6110.98 |
6193.231 |
6248.246 |
6.00E-05 |
29972.55 |
22186.49 |
11092.69 |
9839.101 |
9226.91 |
8264.176 |
7611.342 |
7035.995 |
6624.879 |
6233.412 |
6090.427 |
6169.633 |
5.00E-05 |
34241.67 |
24507.63 |
11852.92 |
10642.72 |
10105.04 |
8749.985 |
7887.281 |
7168.508 |
6945.503 |
6457.231 |
6358.608 |
6378.337 |
4.00E-05 |
41034.68 |
28383.2 |
13515.53 |
12204.35 |
10019.78 |
9434.126 |
8658.085 |
7791.07 |
7218.648 |
6695.01 |
6776.327 |
6743.09 |
3.00E-05 |
47542.95 |
33138.69 |
15152.27 |
13061.13 |
11636.97 |
10486.88 |
9170.95 |
8571.412 |
7419.543 |
7553.221 |
7030.709 |
6900.829 |
2.00E-05 |
64815.17 |
43387.53 |
18285.01 |
15551.34 |
13115.4 |
12059.9 |
10233.12 |
9261.573 |
8722.628 |
8013.884 |
7810.266 |
7617.995 |
1.00E-05 |
110475.7 |
66517.49 |
24419.72 |
20741.8 |
18498.48 |
15508.23 |
13287.06 |
11262.1 |
9952.357 |
9250.367 |
9033.09 |
8774.487 |
9.00E-06 |
118321.7 |
74077.69 |
25161.47 |
21850.95 |
20535.4 |
15979.6 |
13037.05 |
11806.12 |
10425.16 |
9471.623 |
9108.166 |
9089.03 |
8.00E-06 |
134138.3 |
78640.24 |
26119.48 |
23989.35 |
20066.72 |
16834.16 |
14015.96 |
11842.11 |
10730.96 |
9537.633 |
9370.799 |
9102.809 |
7.00E-06 |
139605.1 |
88628.01 |
28379.58 |
24640.63 |
18954.07 |
17258.22 |
14787.09 |
12669.67 |
11061.28 |
10238.02 |
9426.698 |
9493.653 |
6.00E-06 |
160404.2 |
100091.3 |
31249.69 |
25936.41 |
21341.72 |
19679.85 |
15408.82 |
13465.37 |
11383.31 |
10642.52 |
9908.387 |
9805.332 |
5.00E-06 |
183593.8 |
109698.4 |
33126.35 |
29130.5 |
22354.8 |
19053.38 |
16050.55 |
14077.98 |
12044.12 |
10818.8 |
10166.05 |
10473.86 |
4.00E-06 |
212449.8 |
134476.3 |
40608.56 |
33624.42 |
25423.72 |
22719.42 |
17432.9 |
15101.65 |
12856.07 |
11615.7 |
10901.65 |
10729.31 |
3.00E-06 |
262447.5 |
157937.7 |
45608.1 |
38669.42 |
28938.41 |
25093.01 |
20147.58 |
16692.3 |
14042.63 |
12647.95 |
11859.32 |
11554.14 |
2.00E-06 |
361448.6 |
208133.2 |
58309.75 |
46001.42 |
34562.49 |
29669.08 |
21940.73 |
17890.48 |
16268.25 |
14183.72 |
12547.48 |
12511.71 |
1.00E-06 |
652447.4 |
333299.1 |
79219.66 |
64389.22 |
48945.62 |
38440.64 |
29726.72 |
23569.61 |
19451.45 |
16397.37 |
15307.21 |
15674.3 |
xx0 |
3 |
2 |
1 |
0.9 |
0.8 |
0.7 |
0.6 |
0.5 |
0.4 |
0.3 |
0.2 |
0.1 |
δ |
平均准确率p-ave |
平均准确率p-ave |
平均准确率p-ave |
平均准确率p-ave |
平均准确率p-ave |
平均准确率p-ave |
平均准确率p-ave |
平均准确率p-ave |
平均准确率p-ave |
平均准确率p-ave |
平均准确率p-ave |
平均准确率p-ave |
0.5 |
0.48739 |
0.50251 |
0.501743 |
0.505841 |
0.507749 |
0.504299 |
0.50313 |
0.501227 |
0.501736 |
0.506414 |
0.522078 |
0.507298 |
0.4 |
0.463595 |
0.463661 |
0.471084 |
0.468653 |
0.466218 |
0.486967 |
0.485128 |
0.487261 |
0.502788 |
0.499198 |
0.507695 |
0.514993 |
0.3 |
0.465217 |
0.463424 |
0.4984 |
0.501971 |
0.53221 |
0.542604 |
0.577892 |
0.594911 |
0.616826 |
0.639464 |
0.687791 |
0.683876 |
0.2 |
0.464105 |
0.470613 |
0.530763 |
0.538945 |
0.550072 |
0.569438 |
0.630227 |
0.653635 |
0.69226 |
0.728087 |
0.755658 |
0.789132 |
0.1 |
0.465928 |
0.471799 |
0.53608 |
0.537339 |
0.575041 |
0.63854 |
0.654533 |
0.689915 |
0.738242 |
0.795937 |
0.819176 |
0.827692 |
0.01 |
0.465664 |
0.465519 |
0.535978 |
0.555876 |
0.600456 |
0.644872 |
0.664174 |
0.717999 |
0.729382 |
0.746693 |
0.7537 |
0.795509 |
0.001 |
0.463832 |
0.467871 |
0.524324 |
0.558155 |
0.583221 |
0.587605 |
0.587778 |
0.635741 |
0.653262 |
0.686316 |
0.705357 |
0.705594 |
1.00E-04 |
0.463357 |
0.470304 |
0.493543 |
0.502394 |
0.529879 |
0.523644 |
0.547028 |
0.55695 |
0.601347 |
0.629842 |
0.645264 |
0.659237 |
9.00E-05 |
0.463357 |
0.464509 |
0.486425 |
0.494534 |
0.525528 |
0.525657 |
0.561883 |
0.560258 |
0.589415 |
0.613861 |
0.621193 |
0.642375 |
8.00E-05 |
0.463416 |
0.464832 |
0.490243 |
0.494228 |
0.522915 |
0.522074 |
0.551336 |
0.568433 |
0.575074 |
0.618373 |
0.626596 |
0.637889 |
7.00E-05 |
0.463357 |
0.465006 |
0.496166 |
0.518324 |
0.511955 |
0.522155 |
0.545674 |
0.570384 |
0.5785 |
0.623351 |
0.617081 |
0.624795 |
6.00E-05 |
0.463357 |
0.464341 |
0.501622 |
0.507331 |
0.523209 |
0.546852 |
0.553838 |
0.572011 |
0.594706 |
0.609261 |
0.617618 |
0.651703 |
5.00E-05 |
0.463357 |
0.465077 |
0.497618 |
0.505677 |
0.500177 |
0.521492 |
0.552415 |
0.54991 |
0.617059 |
0.61255 |
0.625116 |
0.647904 |
4.00E-05 |
0.463357 |
0.464248 |
0.494684 |
0.49898 |
0.516878 |
0.537969 |
0.543208 |
0.57385 |
0.610497 |
0.641097 |
0.615869 |
0.627884 |
3.00E-05 |
0.463357 |
0.464317 |
0.498968 |
0.50587 |
0.512164 |
0.542749 |
0.552132 |
0.579087 |
0.627357 |
0.617946 |
0.643418 |
0.64813 |
2.00E-05 |
0.464714 |
0.463576 |
0.488102 |
0.491624 |
0.524702 |
0.532248 |
0.562524 |
0.579757 |
0.611922 |
0.589786 |
0.628219 |
0.653148 |
1.00E-05 |
0.463357 |
0.463835 |
0.485479 |
0.498811 |
0.508623 |
0.520251 |
0.539435 |
0.544448 |
0.589855 |
0.602844 |
0.627939 |
0.599691 |
9.00E-06 |
0.463357 |
0.463359 |
0.485163 |
0.502223 |
0.500388 |
0.517384 |
0.547311 |
0.58568 |
0.596869 |
0.591931 |
0.600782 |
0.605006 |
8.00E-06 |
0.463357 |
0.463402 |
0.493864 |
0.487656 |
0.514967 |
0.519047 |
0.544519 |
0.565658 |
0.591912 |
0.603013 |
0.621127 |
0.626188 |
7.00E-06 |
0.463357 |
0.465241 |
0.48546 |
0.487399 |
0.508215 |
0.505575 |
0.526647 |
0.548014 |
0.596106 |
0.580807 |
0.583002 |
0.602706 |
6.00E-06 |
0.464098 |
0.463481 |
0.481141 |
0.485707 |
0.49831 |
0.517811 |
0.529411 |
0.545044 |
0.582641 |
0.586669 |
0.621882 |
0.579636 |
5.00E-06 |
0.463357 |
0.463421 |
0.47574 |
0.489832 |
0.506585 |
0.521283 |
0.540235 |
0.568089 |
0.574832 |
0.593461 |
0.619884 |
0.601098 |
4.00E-06 |
0.463357 |
0.4634 |
0.477703 |
0.485655 |
0.502959 |
0.499666 |
0.530157 |
0.577094 |
0.584345 |
0.588265 |
0.604407 |
0.612015 |
3.00E-06 |
0.46339 |
0.463471 |
0.475997 |
0.490925 |
0.498226 |
0.504088 |
0.52134 |
0.541808 |
0.587346 |
0.60331 |
0.621904 |
0.614303 |
2.00E-06 |
0.463359 |
0.464913 |
0.47392 |
0.485304 |
0.498735 |
0.500621 |
0.534761 |
0.559904 |
0.559925 |
0.606455 |
0.630652 |
0.615543 |
1.00E-06 |
0.463357 |
0.463516 |
0.467282 |
0.479133 |
0.483294 |
0.499421 |
0.53061 |
0.549699 |
0.553776 |
0.582285 |
0.621543 |
0.618865 |
平均准确率随着x的减小而增加,表明x越小得到的矩阵呢越接近图片mnist0
xx0 |
3 |
2 |
1 |
0.9 |
0.8 |
0.7 |
0.6 |
0.5 |
0.4 |
0.3 |
0.2 |
0.1 |
δ |
最大准确率p-max |
最大准确率p-max |
最大准确率p-max |
最大准确率p-max |
最大准确率p-max |
最大准确率p-max |
最大准确率p-max |
最大准确率p-max |
最大准确率p-max |
最大准确率p-max |
最大准确率p-max |
最大准确率p-max |
0.5 |
0.800473 |
0.804255 |
0.807565 |
0.860993 |
0.773995 |
0.915839 |
0.830733 |
0.792908 |
0.791962 |
0.922459 |
0.955083 |
0.918203 |
0.4 |
0.510638 |
0.522931 |
0.932861 |
0.905437 |
0.585816 |
0.976359 |
0.964539 |
0.977305 |
0.933806 |
0.975414 |
0.96643 |
0.926714 |
0.3 |
0.833097 |
0.47234 |
0.984397 |
0.982033 |
0.994799 |
0.995745 |
0.990071 |
0.995272 |
0.993853 |
0.998109 |
0.99669 |
0.997636 |
0.2 |
0.612293 |
0.985816 |
0.983452 |
0.998109 |
0.998582 |
0.997163 |
0.998109 |
0.998582 |
0.998582 |
0.998109 |
0.997163 |
0.997163 |
0.1 |
0.967376 |
0.970213 |
0.987707 |
0.995272 |
0.995745 |
0.998582 |
0.995745 |
0.998109 |
0.998582 |
0.99669 |
0.997636 |
0.997163 |
0.01 |
0.743735 |
0.782506 |
0.993853 |
0.995745 |
0.997636 |
0.998109 |
0.997163 |
0.997636 |
0.996217 |
0.995272 |
0.997636 |
0.997163 |
0.001 |
0.556974 |
0.918203 |
0.997636 |
0.993853 |
0.997163 |
0.997636 |
0.998109 |
0.997163 |
0.998109 |
0.99669 |
0.99669 |
0.997163 |
1.00E-04 |
0.463357 |
0.846809 |
0.952719 |
0.945154 |
0.982979 |
0.985816 |
0.991017 |
0.977305 |
0.998109 |
0.996217 |
0.99669 |
0.99669 |
9.00E-05 |
0.463357 |
0.593853 |
0.92104 |
0.992435 |
0.991962 |
0.961702 |
0.974468 |
0.991962 |
0.997636 |
0.99669 |
0.995745 |
0.996217 |
8.00E-05 |
0.474704 |
0.702128 |
0.910638 |
0.995272 |
0.993853 |
0.972104 |
0.998109 |
0.997636 |
0.992435 |
0.997163 |
0.997636 |
0.998109 |
7.00E-05 |
0.463357 |
0.736643 |
0.970686 |
0.965012 |
0.961702 |
0.991962 |
0.986288 |
0.98818 |
0.998109 |
0.998109 |
0.993853 |
0.998109 |
6.00E-05 |
0.463357 |
0.650591 |
0.967376 |
0.930496 |
0.974468 |
0.989125 |
0.989598 |
0.996217 |
0.997163 |
0.995745 |
0.998582 |
0.997636 |
5.00E-05 |
0.463357 |
0.798582 |
0.930969 |
0.989125 |
0.997636 |
0.986288 |
0.995745 |
0.984397 |
0.998582 |
0.997636 |
0.998109 |
0.995745 |
4.00E-05 |
0.463357 |
0.554137 |
0.948463 |
0.932861 |
0.993853 |
0.987234 |
0.998109 |
0.996217 |
0.994799 |
0.997636 |
0.998109 |
0.99669 |
3.00E-05 |
0.463357 |
0.617494 |
0.971631 |
0.98818 |
0.987707 |
0.979196 |
0.996217 |
0.990544 |
0.997636 |
0.997163 |
0.998109 |
0.997636 |
2.00E-05 |
0.733333 |
0.48747 |
0.975414 |
0.931915 |
0.970213 |
0.987234 |
0.986761 |
0.991017 |
0.997636 |
0.994326 |
0.993853 |
0.997163 |
1.00E-05 |
0.463357 |
0.52766 |
0.959338 |
0.964539 |
0.991489 |
0.981087 |
0.998109 |
0.996217 |
0.993381 |
0.997636 |
0.996217 |
0.995272 |
9.00E-06 |
0.463357 |
0.46383 |
0.949882 |
0.956501 |
0.986761 |
0.980142 |
0.990544 |
0.994326 |
0.993381 |
0.997636 |
0.997163 |
0.99669 |
8.00E-06 |
0.463357 |
0.468558 |
0.968322 |
0.956028 |
0.985816 |
0.989598 |
0.990071 |
0.99669 |
0.98818 |
0.99669 |
0.997636 |
0.991489 |
7.00E-06 |
0.463357 |
0.835934 |
0.913948 |
0.971631 |
0.974941 |
0.989125 |
0.976359 |
0.998582 |
0.99669 |
0.997636 |
0.992908 |
0.996217 |
6.00E-06 |
0.610875 |
0.47896 |
0.955083 |
0.964066 |
0.940898 |
0.980615 |
0.983452 |
0.98818 |
0.996217 |
0.99669 |
0.99669 |
0.997163 |
5.00E-06 |
0.463357 |
0.474232 |
0.765012 |
0.990071 |
0.98156 |
0.998109 |
0.990544 |
0.98818 |
0.99669 |
0.991962 |
0.99669 |
0.997163 |
4.00E-06 |
0.463357 |
0.470922 |
0.9513 |
0.934279 |
0.987234 |
0.951773 |
0.976359 |
0.990544 |
0.996217 |
0.99669 |
0.997163 |
0.98818 |
3.00E-06 |
0.469976 |
0.48227 |
0.947518 |
0.990544 |
0.977305 |
0.972577 |
0.982506 |
0.983452 |
0.989125 |
0.995745 |
0.997636 |
0.99669 |
2.00E-06 |
0.46383 |
0.767376 |
0.806619 |
0.974941 |
0.977778 |
0.938534 |
0.989598 |
0.996217 |
0.991017 |
0.996217 |
0.998109 |
0.99669 |
1.00E-06 |
0.463357 |
0.491253 |
0.651537 |
0.906383 |
0.974941 |
0.975414 |
0.965485 |
0.970686 |
0.989125 |
0.998109 |
0.99669 |
0.995745 |
xx0 |
3 |
2 |
1 |
0.9 |
0.8 |
0.7 |
0.6 |
0.5 |
0.4 |
0.3 |
0.2 |
0.1 |
δ |
耗时min/199次 |
耗时min/199次 |
耗时min |
耗时min |
耗时min |
耗时min |
耗时min |
耗时min |
耗时min |
耗时min |
耗时min |
耗时min |
0.5 |
2.286867 |
2.319517 |
3.664333 |
2.521083 |
2.627017 |
2.5332 |
2.545367 |
2.6493 |
3.111517 |
0.624867 |
3.2116 |
2.260217 |
0.4 |
2.5249 |
2.64225 |
4.321483 |
3.078183 |
3.3515 |
3.16575 |
3.192983 |
3.37025 |
4.057767 |
3.836333 |
4.116317 |
3.051233 |
0.3 |
2.57445 |
2.721317 |
4.531367 |
3.222 |
3.443917 |
3.2946 |
3.360867 |
3.546333 |
4.179583 |
4.071967 |
4.304333 |
3.212583 |
0.2 |
2.61925 |
2.769567 |
4.646883 |
2.24095 |
3.545267 |
3.44235 |
3.456517 |
3.663567 |
4.294267 |
4.2062 |
4.4844 |
3.284567 |
0.1 |
2.705167 |
2.839667 |
4.822817 |
3.468817 |
3.619467 |
3.6013 |
3.611067 |
3.790983 |
4.487367 |
4.372383 |
4.671733 |
3.435517 |
0.01 |
3.1689 |
3.301767 |
5.62775 |
3.925117 |
4.090583 |
4.04455 |
4.073467 |
4.305233 |
5.006883 |
5.118983 |
5.223533 |
3.87605 |
0.001 |
5.0122 |
4.892133 |
6.958417 |
4.841 |
5.163283 |
4.933617 |
4.8524 |
5.0464 |
5.829767 |
5.806967 |
5.924667 |
4.4213 |
1.00E-04 |
13.69328 |
10.57575 |
10.72197 |
7.373417 |
7.212033 |
6.824167 |
6.592833 |
6.448717 |
4.812167 |
7.000867 |
6.990633 |
5.352433 |
9.00E-05 |
14.72653 |
11.98935 |
10.78753 |
7.703333 |
7.353417 |
6.90995 |
6.59205 |
6.567433 |
7.93955 |
7.063717 |
7.118667 |
5.408583 |
8.00E-05 |
15.49752 |
12.34088 |
11.38583 |
8.001683 |
7.7811 |
7.0016 |
6.717217 |
6.52455 |
7.876733 |
7.205667 |
7.76615 |
5.5305 |
7.00E-05 |
17.6396 |
13.22605 |
12.02055 |
8.213617 |
6.99 |
7.4794 |
6.756067 |
6.590583 |
7.865283 |
7.2632 |
7.97295 |
5.670933 |
6.00E-05 |
18.5953 |
14.47443 |
11.04225 |
8.342183 |
8.377883 |
7.4616 |
7.0817 |
4.105033 |
8.035533 |
4.58395 |
7.7479 |
5.633733 |
5.00E-05 |
20.26077 |
14.65887 |
12.88455 |
8.8066 |
8.834017 |
7.770317 |
7.229083 |
6.919783 |
8.767817 |
7.526167 |
7.718683 |
5.750467 |
4.00E-05 |
25.04242 |
17.8969 |
13.95908 |
11.35797 |
8.607883 |
7.352 |
7.703283 |
7.407533 |
9.0651 |
7.625617 |
7.86865 |
5.974083 |
3.00E-05 |
28.21685 |
20.61615 |
15.3551 |
13.6736 |
9.594133 |
8.703117 |
7.989867 |
7.6171 |
7.477017 |
7.95755 |
7.851533 |
6.030333 |
2.00E-05 |
46.06757 |
25.44082 |
16.53243 |
15.64287 |
10.50942 |
9.574217 |
7.09695 |
8.054667 |
10.53598 |
8.265417 |
7.218 |
6.46825 |
1.00E-05 |
80.79048 |
39.35317 |
22.5601 |
15.97823 |
14.7386 |
11.80983 |
10.44498 |
9.214717 |
8.939533 |
9.138767 |
9.208167 |
7.345517 |
9.00E-06 |
87.36793 |
42.81133 |
23.70315 |
19.95492 |
15.23418 |
12.32893 |
10.3244 |
9.624983 |
8.879517 |
9.295017 |
9.126433 |
7.565117 |
8.00E-06 |
95.66463 |
45.92412 |
22.25657 |
20.9247 |
15.38668 |
11.93775 |
11.73412 |
8.7024 |
8.9 |
6.4427 |
9.368367 |
7.55965 |
7.00E-06 |
101.7467 |
52.01305 |
26.15967 |
20.49305 |
13.81023 |
12.8202 |
12.2939 |
10.0688 |
9.08615 |
9.831883 |
9.908967 |
7.578117 |
6.00E-06 |
112.7228 |
59.12817 |
28.59168 |
23.07197 |
15.18247 |
14.24035 |
12.72532 |
10.76972 |
9.284433 |
10.10968 |
10.14037 |
7.610533 |
5.00E-06 |
103.072 |
64.03423 |
29.11597 |
26.69205 |
13.20275 |
14.20453 |
12.22273 |
10.99013 |
9.070683 |
10.2338 |
7.539067 |
7.974783 |
4.00E-06 |
117.6898 |
75.97698 |
24.32462 |
29.82003 |
17.62572 |
16.30947 |
13.96018 |
11.72152 |
10.53945 |
10.8059 |
10.80238 |
8.11095 |
3.00E-06 |
146.8839 |
90.24175 |
28.18198 |
30.05803 |
19.69085 |
16.78263 |
15.25467 |
12.56827 |
11.23085 |
11.71078 |
11.49215 |
7.7479 |
2.00E-06 |
210.922 |
115.9845 |
33.848 |
39.88118 |
22.98982 |
20.35595 |
15.60118 |
12.48922 |
12.58237 |
11.77308 |
11.9743 |
9.072717 |
1.00E-06 |
365.3568 |
182.9989 |
45.15353 |
49.85102 |
31.54847 |
25.59088 |
18.46883 |
16.52237 |
14.56388 |
14.23863 |
13.82755 |
10.79237 |
d2(mnist x,1)81-con(3*3)49-30-2-(2*k) ,k∈{0,1}的数据
xx1 |
3 |
2 |
1 |
0.9 |
0.8 |
0.7 |
0.6 |
0.5 |
0.4 |
0.3 |
0.2 |
0.1 |
δ |
迭代次数n |
迭代次数n |
迭代次数n |
迭代次数n |
迭代次数n |
迭代次数n |
迭代次数n |
迭代次数n |
迭代次数n |
迭代次数n |
迭代次数n |
迭代次数n |
0.5 |
14.70854 |
18.65327 |
16.54271 |
19.47739 |
18.88945 |
17.65327 |
19.01508 |
19.49246 |
19.82915 |
19.23116 |
20.56281 |
|
0.4 |
698.9548 |
1188.322 |
1268.05 |
1299.99 |
1389.085 |
1453.588 |
1633.97 |
1654.724 |
1850.402 |
1957.387 |
2020.05 |
|
0.3 |
831.8543 |
1424.995 |
1437.638 |
1561.658 |
1604.131 |
1729.819 |
1871.869 |
1970.352 |
2270.382 |
2331.628 |
2312.633 |
|
0.2 |
942.8543 |
1545.347 |
1618.935 |
1737.99 |
1796.985 |
2030.784 |
2147.859 |
2288.965 |
2384.543 |
2519.799 |
2593.327 |
|
0.1 |
1121.095 |
1795.588 |
1814.382 |
1974.261 |
2063.397 |
2266.382 |
2344.482 |
2652.925 |
2656.643 |
2727.889 |
2950.482 |
|
0.01 |
2177.045 |
2711.256 |
2824 |
2874.492 |
3032.01 |
3149.186 |
3228.05 |
3415.226 |
3490.121 |
3632.241 |
3736.553 |
|
0.001 |
5808.201 |
5108.131 |
5107.819 |
4829.166 |
4861.819 |
4679.176 |
4806.663 |
4598.523 |
4977.286 |
4753.347 |
4988 |
|
1.00E-04 |
22278.53 |
11828.41 |
10990.9 |
9768.673 |
8740.905 |
7789.799 |
7313.236 |
6790.633 |
6753.236 |
6427.045 |
6619.648 |
|
9.00E-05 |
23249.25 |
11780.75 |
10997.07 |
10623.77 |
9132.432 |
8206.794 |
7462.794 |
6975.045 |
6862 |
6544.312 |
6713.327 |
|
8.00E-05 |
26588.83 |
12883.95 |
11528.09 |
10713.68 |
9695.729 |
8626.332 |
7656.553 |
7376.774 |
6817.889 |
6817.015 |
6941.035 |
|
7.00E-05 |
29334.58 |
13509.64 |
13083.87 |
11163.57 |
9641.678 |
8911.839 |
8084.693 |
7451.749 |
6963.769 |
6811.407 |
7019.829 |
|
6.00E-05 |
30214.67 |
14656.63 |
13194.72 |
11661.17 |
10403.88 |
8971.156 |
8357.266 |
7492.794 |
7133.92 |
7097.477 |
7188.05 |
|
5.00E-05 |
33896.79 |
15838.17 |
14768.37 |
12412.51 |
11194.1 |
9794.724 |
8775.558 |
7824.09 |
7445.548 |
7159.759 |
7448.241 |
|
4.00E-05 |
40100.19 |
17531.87 |
15743.09 |
13722.99 |
11699.2 |
10943.32 |
9224.693 |
8391.206 |
7584.834 |
7489.96 |
7691.558 |
|
3.00E-05 |
51254.74 |
21284.63 |
17799.68 |
15937.78 |
13263.43 |
11229.17 |
9654.462 |
8885.266 |
8090.935 |
7891.407 |
7966.995 |
|
2.00E-05 |
63770.49 |
25082.8 |
21937.03 |
17816.94 |
14640.99 |
12721.33 |
11065.09 |
9469.95 |
8474.342 |
8237.126 |
8364.824 |
|
1.00E-05 |
105934.3 |
36423.42 |
30221.71 |
25411.1 |
20770.03 |
16628.63 |
13726.66 |
11002.65 |
9673.286 |
9242.171 |
9219.678 |
|
9.00E-06 |
105760.6 |
39026.94 |
31967.35 |
23507.6 |
22037.31 |
16803.17 |
13916.94 |
11627.95 |
9977.739 |
9464 |
9227.387 |
|
8.00E-06 |
119525.7 |
36727.53 |
32642.92 |
26488.27 |
22378.62 |
17552.58 |
14172.65 |
11912.85 |
10244.6 |
9326.211 |
9603.548 |
|
7.00E-06 |
135529.2 |
43443.58 |
34030.86 |
26976.21 |
21887.39 |
17635.42 |
15349.17 |
12515.14 |
10671.18 |
9564.593 |
9918.261 |
|
6.00E-06 |
148247.1 |
44260.17 |
39022.46 |
30368.67 |
24957.66 |
20135.13 |
15048.85 |
12887.7 |
10483.8 |
10116.06 |
10024 |
|
5.00E-06 |
178351.8 |
54282.16 |
44994.81 |
33220.78 |
27745.87 |
20002.5 |
15731.21 |
14030.96 |
11196.5 |
10405.48 |
10733.83 |
|
4.00E-06 |
202580.7 |
60841.72 |
43966.03 |
38013.5 |
32673.02 |
22229.63 |
18416.71 |
14559.71 |
11713.86 |
10731.95 |
10861.25 |
|
3.00E-06 |
250821.9 |
67544.9 |
51309.09 |
41139.21 |
30761.57 |
25465.14 |
20220.51 |
15375.62 |
12528.39 |
11257.39 |
11208.81 |
|
2.00E-06 |
324131.5 |
84423.05 |
71844.75 |
55642.97 |
38257.21 |
28492.2 |
23674.31 |
16474.68 |
14234.7 |
12447.62 |
13243.68 |
|
1.00E-06 |
596944.7 |
148684.2 |
100628.6 |
67598.12 |
52764.57 |
37163.59 |
30685.14 |
21559.01 |
15977.74 |
14790.12 |
14494.47 |
xx1 |
3 |
2 |
1 |
0.9 |
0.8 |
0.7 |
0.6 |
0.5 |
0.4 |
0.3 |
0.2 |
0.1 |
δ |
平均准确率p-ave |
平均准确率p-ave |
平均准确率p-ave |
平均准确率p-ave |
平均准确率p-ave |
平均准确率p-ave |
平均准确率p-ave |
平均准确率p-ave |
平均准确率p-ave |
平均准确率p-ave |
平均准确率p-ave |
平均准确率p-ave |
0.5 |
0.506718 |
0.516136 |
0.515107 |
0.510945 |
0.497884 |
0.510441 |
0.508158 |
0.509992 |
0.515604 |
0.505307 |
0.515861 |
|
0.4 |
0.556687 |
0.609708 |
0.634877 |
0.659601 |
0.651373 |
0.716167 |
0.700125 |
0.742291 |
0.761574 |
0.749787 |
0.773627 |
|
0.3 |
0.549399 |
0.636806 |
0.635345 |
0.637725 |
0.68044 |
0.716735 |
0.710691 |
0.75384 |
0.780636 |
0.782321 |
0.804809 |
|
0.2 |
0.560574 |
0.609701 |
0.633223 |
0.65908 |
0.673904 |
0.697157 |
0.721637 |
0.769624 |
0.790434 |
0.80124 |
0.80111 |
|
0.1 |
0.546791 |
0.621588 |
0.627751 |
0.653568 |
0.699614 |
0.693465 |
0.740364 |
0.752598 |
0.781874 |
0.797885 |
0.817442 |
|
0.01 |
0.540518 |
0.582389 |
0.597151 |
0.626763 |
0.65372 |
0.650194 |
0.695496 |
0.714984 |
0.762964 |
0.787274 |
0.793461 |
|
0.001 |
0.540924 |
0.578479 |
0.58659 |
0.601856 |
0.620908 |
0.645561 |
0.670701 |
0.726272 |
0.766996 |
0.790857 |
0.805593 |
|
1.00E-04 |
0.538617 |
0.558946 |
0.557269 |
0.575243 |
0.6046 |
0.631491 |
0.64626 |
0.696219 |
0.722136 |
0.763658 |
0.799454 |
|
9.00E-05 |
0.540497 |
0.557889 |
0.565009 |
0.578597 |
0.597263 |
0.616515 |
0.643138 |
0.688093 |
0.710774 |
0.769742 |
0.791677 |
|
8.00E-05 |
0.53756 |
0.556097 |
0.57026 |
0.581159 |
0.590503 |
0.621728 |
0.647362 |
0.682395 |
0.731281 |
0.775252 |
0.800147 |
|
7.00E-05 |
0.538396 |
0.556418 |
0.565238 |
0.578262 |
0.58577 |
0.625786 |
0.634822 |
0.690267 |
0.736337 |
0.772099 |
0.796624 |
|
6.00E-05 |
0.537707 |
0.553184 |
0.569191 |
0.576317 |
0.589522 |
0.617936 |
0.65105 |
0.670822 |
0.720225 |
0.75705 |
0.794583 |
|
5.00E-05 |
0.537216 |
0.558243 |
0.563529 |
0.575682 |
0.57472 |
0.605139 |
0.653649 |
0.680231 |
0.728384 |
0.763867 |
0.811336 |
|
4.00E-05 |
0.537698 |
0.556582 |
0.5672 |
0.573698 |
0.585595 |
0.599941 |
0.645718 |
0.68407 |
0.742136 |
0.740663 |
0.776207 |
|
3.00E-05 |
0.53732 |
0.557147 |
0.564301 |
0.565948 |
0.601076 |
0.608658 |
0.638079 |
0.657947 |
0.730283 |
0.763703 |
0.779624 |
|
2.00E-05 |
0.537356 |
0.553731 |
0.560037 |
0.576925 |
0.586787 |
0.617392 |
0.631928 |
0.689882 |
0.728969 |
0.752626 |
0.776633 |
|
1.00E-05 |
0.53718 |
0.560671 |
0.556518 |
0.571334 |
0.58879 |
0.589227 |
0.63702 |
0.67598 |
0.732713 |
0.771912 |
0.778999 |
|
9.00E-06 |
0.537254 |
0.552555 |
0.555681 |
0.573891 |
0.575031 |
0.603486 |
0.627459 |
0.659054 |
0.712076 |
0.767744 |
0.787279 |
|
8.00E-06 |
0.537805 |
0.558338 |
0.558228 |
0.57391 |
0.591967 |
0.600409 |
0.62577 |
0.672716 |
0.736481 |
0.735189 |
0.793202 |
|
7.00E-06 |
0.536873 |
0.557083 |
0.555724 |
0.573979 |
0.5866 |
0.602507 |
0.631134 |
0.671012 |
0.710769 |
0.776609 |
0.788947 |
|
6.00E-06 |
0.537665 |
0.550927 |
0.549226 |
0.567725 |
0.586916 |
0.604864 |
0.64195 |
0.674918 |
0.711793 |
0.776321 |
0.780878 |
|
5.00E-06 |
0.536712 |
0.556097 |
0.555301 |
0.569697 |
0.580762 |
0.607717 |
0.650895 |
0.662112 |
0.714238 |
0.765893 |
0.78927 |
|
4.00E-06 |
0.538114 |
0.548247 |
0.555796 |
0.55887 |
0.58046 |
0.604049 |
0.638457 |
0.651603 |
0.73804 |
0.751338 |
0.789881 |
|
3.00E-06 |
0.537085 |
0.549549 |
0.560757 |
0.555853 |
0.581693 |
0.595937 |
0.626658 |
0.670829 |
0.7311 |
0.746114 |
0.793989 |
|
2.00E-06 |
0.537439 |
0.549373 |
0.550918 |
0.565432 |
0.587752 |
0.605655 |
0.623624 |
0.667669 |
0.732511 |
0.760312 |
0.781392 |
|
1.00E-06 |
0.536733 |
0.54632 |
0.551818 |
0.578804 |
0.584198 |
0.597372 |
0.623531 |
0.638766 |
0.716794 |
0.757955 |
0.768222 |
xx1 |
3 |
2 |
1 |
0.9 |
0.8 |
0.7 |
0.6 |
0.5 |
0.4 |
0.3 |
0.2 |
0.1 |
δ |
最大准确率p-max |
最大准确率p-max |
最大准确率p-max |
最大准确率p-max |
最大准确率p-max |
最大准确率p-max |
最大准确率p-max |
最大准确率p-max |
最大准确率p-max |
最大准确率p-max |
最大准确率p-max |
最大准确率p-max |
0.5 |
0.775887 |
0.919149 |
0.91253 |
0.987234 |
0.809456 |
0.894563 |
0.840662 |
0.959811 |
0.956974 |
0.900709 |
0.952719 |
|
0.4 |
0.959811 |
0.96643 |
0.974941 |
0.968322 |
0.973522 |
0.978723 |
0.979669 |
0.975887 |
0.979196 |
0.973995 |
0.977778 |
|
0.3 |
0.977305 |
0.986288 |
0.980615 |
0.972577 |
0.976832 |
0.974941 |
0.974941 |
0.976359 |
0.978251 |
0.980142 |
0.978251 |
|
0.2 |
0.933333 |
0.974468 |
0.975887 |
0.977305 |
0.978251 |
0.982033 |
0.982506 |
0.978251 |
0.97305 |
0.977778 |
0.975414 |
|
0.1 |
0.911584 |
0.972577 |
0.970213 |
0.982033 |
0.983924 |
0.98156 |
0.980142 |
0.976832 |
0.982506 |
0.982033 |
0.975414 |
|
0.01 |
0.824113 |
0.958865 |
0.971158 |
0.976359 |
0.982506 |
0.979196 |
0.991489 |
0.985343 |
0.987234 |
0.981087 |
0.983452 |
|
0.001 |
0.929551 |
0.935225 |
0.989125 |
0.963121 |
0.96643 |
0.988652 |
0.984397 |
0.985816 |
0.98818 |
0.988652 |
0.987234 |
|
1.00E-04 |
0.76643 |
0.892199 |
0.889362 |
0.98818 |
0.956501 |
0.987707 |
0.985816 |
0.978723 |
0.982979 |
0.990544 |
0.987707 |
|
9.00E-05 |
0.793853 |
0.957447 |
0.98818 |
0.986288 |
0.983924 |
0.964539 |
0.991962 |
0.989125 |
0.988652 |
0.991489 |
0.991962 |
|
8.00E-05 |
0.636407 |
0.961702 |
0.978251 |
0.986288 |
0.982979 |
0.98818 |
0.985343 |
0.991017 |
0.985816 |
0.98818 |
0.986288 |
|
7.00E-05 |
0.686052 |
0.960284 |
0.9026 |
0.980615 |
0.971631 |
0.969267 |
0.991017 |
0.989125 |
0.987234 |
0.991962 |
0.990544 |
|
6.00E-05 |
0.599054 |
0.89078 |
0.98818 |
0.985816 |
0.978251 |
0.985343 |
0.98818 |
0.992435 |
0.98818 |
0.988652 |
0.990071 |
|
5.00E-05 |
0.576359 |
0.937589 |
0.983452 |
0.95461 |
0.971158 |
0.955083 |
0.983924 |
0.990544 |
0.991017 |
0.986288 |
0.98818 |
|
4.00E-05 |
0.623641 |
0.913948 |
0.907329 |
0.982979 |
0.98818 |
0.976832 |
0.975414 |
0.981087 |
0.986288 |
0.990071 |
0.989598 |
|
3.00E-05 |
0.597163 |
0.986288 |
0.982979 |
0.933333 |
0.980615 |
0.990071 |
0.982506 |
0.992435 |
0.987707 |
0.987707 |
0.990071 |
|
2.00E-05 |
0.626005 |
0.982506 |
0.918676 |
0.97305 |
0.973522 |
0.983452 |
0.98818 |
0.993381 |
0.988652 |
0.988652 |
0.987234 |
|
1.00E-05 |
0.571158 |
0.982033 |
0.87565 |
0.923404 |
0.991962 |
0.988652 |
0.98818 |
0.98818 |
0.990544 |
0.992435 |
0.990544 |
|
9.00E-06 |
0.597163 |
0.932861 |
0.978723 |
0.948936 |
0.960284 |
0.982033 |
0.975414 |
0.98487 |
0.990544 |
0.989125 |
0.988652 |
|
8.00E-06 |
0.691253 |
0.961229 |
0.98818 |
0.979196 |
0.987234 |
0.991017 |
0.977778 |
0.988652 |
0.989598 |
0.986761 |
0.988652 |
|
7.00E-06 |
0.553664 |
0.983452 |
0.864303 |
0.987234 |
0.990544 |
0.949882 |
0.983452 |
0.989598 |
0.985816 |
0.991017 |
0.990071 |
|
6.00E-06 |
0.621749 |
0.947991 |
0.860047 |
0.967376 |
0.956501 |
0.987234 |
0.983924 |
0.990544 |
0.986761 |
0.991962 |
0.990071 |
|
5.00E-06 |
0.547045 |
0.983924 |
0.977305 |
0.972104 |
0.946099 |
0.956028 |
0.984397 |
0.987234 |
0.987707 |
0.991962 |
0.990544 |
|
4.00E-06 |
0.69078 |
0.966903 |
0.904492 |
0.90591 |
0.972104 |
0.993853 |
0.96974 |
0.991017 |
0.98818 |
0.988652 |
0.990071 |
|
3.00E-06 |
0.587707 |
0.934752 |
0.988652 |
0.893617 |
0.9513 |
0.985816 |
0.980615 |
0.989598 |
0.991962 |
0.989598 |
0.98818 |
|
2.00E-06 |
0.615603 |
0.937116 |
0.90922 |
0.984397 |
0.984397 |
0.979669 |
0.974941 |
0.992435 |
0.990544 |
0.98487 |
0.986761 |
|
1.00E-06 |
0.54279 |
0.813712 |
0.876123 |
0.989125 |
0.987707 |
0.990071 |
0.989598 |
0.98818 |
0.992908 |
0.98818 |
0.990544 |
xx1 |
3 |
2 |
1 |
0.9 |
0.8 |
0.7 |
0.6 |
0.5 |
0.4 |
0.3 |
0.2 |
0.1 |
δ |
耗时min |
耗时min |
耗时min/199次 |
耗时min/199次 |
耗时min/199次 |
耗时min/199次 |
耗时min/199次 |
耗时min/199次 |
耗时min/199次 |
耗时min/199次 |
耗时min/199次 |
耗时min/199次 |
0.5 |
2.510483 |
2.430567 |
2.326233 |
2.373167 |
2.422267 |
2.345633 |
2.373267 |
3.33185 |
0.5059 |
3.366083 |
2.434767 |
|
0.4 |
2.88755 |
3.1002 |
2.9782 |
2.967983 |
3.30205 |
3.144533 |
3.3799 |
4.446517 |
4.5513 |
4.645617 |
3.434233 |
|
0.3 |
2.965367 |
0.071067 |
3.1003 |
1.077667 |
1.825383 |
3.321167 |
3.540233 |
1.982183 |
4.847967 |
4.902917 |
3.58735 |
|
0.2 |
3.026967 |
4.072883 |
3.195783 |
3.243583 |
3.5371 |
3.444617 |
3.7048 |
4.868783 |
4.9262 |
5.110067 |
3.757617 |
|
0.1 |
3.13295 |
3.414017 |
3.298483 |
3.371567 |
3.7 |
3.594 |
3.798133 |
5.159367 |
5.15 |
5.134617 |
3.941467 |
|
0.01 |
3.763033 |
3.95585 |
3.859517 |
3.855933 |
4.16165 |
4.06785 |
4.090667 |
5.62235 |
5.6495 |
5.727317 |
4.375783 |
|
0.001 |
5.889383 |
5.331333 |
5.1231 |
4.8798 |
5.385117 |
2.38305 |
4.905267 |
6.421017 |
6.653717 |
6.591633 |
5.088917 |
|
1.00E-04 |
15.90213 |
9.247067 |
8.513317 |
7.572383 |
7.628133 |
6.642167 |
6.296033 |
7.92665 |
7.80915 |
6.482133 |
5.8605 |
|
9.00E-05 |
16.5148 |
9.175283 |
8.498467 |
8.04985 |
7.877633 |
7.098267 |
6.40745 |
7.8928 |
7.900183 |
7.726117 |
5.9015 |
|
8.00E-05 |
18.58547 |
9.828283 |
8.745567 |
8.007067 |
8.268333 |
7.125883 |
6.5544 |
8.136183 |
7.908983 |
7.820883 |
6.04495 |
|
7.00E-05 |
20.03418 |
10.21463 |
7.63295 |
8.481583 |
8.270617 |
7.277367 |
6.757233 |
8.1564 |
6.334583 |
7.851333 |
6.081817 |
|
6.00E-05 |
19.59558 |
7.102967 |
9.667933 |
8.707467 |
8.4827 |
7.310217 |
6.01885 |
7.178733 |
8.677333 |
8.081367 |
4.63985 |
|
5.00E-05 |
22.45648 |
11.38685 |
10.52947 |
9.06325 |
5.405517 |
7.7676 |
7.107033 |
8.55335 |
8.6973 |
8.244367 |
7.001017 |
|
4.00E-05 |
26.06997 |
12.1663 |
11.07443 |
9.742767 |
9.109 |
8.408183 |
7.403867 |
8.831767 |
8.754067 |
8.26035 |
6.46725 |
|
3.00E-05 |
33.50495 |
14.1314 |
12.20815 |
10.93248 |
10.07443 |
7.778817 |
7.615583 |
9.165567 |
9.216533 |
7.246967 |
6.631217 |
|
2.00E-05 |
39.50763 |
13.74712 |
13.79323 |
11.93147 |
10.72807 |
9.398917 |
8.330783 |
9.566117 |
9.474733 |
8.560867 |
6.849317 |
|
1.00E-05 |
68.42525 |
24.56225 |
19.12622 |
16.03893 |
14.21978 |
11.5572 |
9.840083 |
10.58042 |
6.821867 |
9.201217 |
7.362133 |
|
9.00E-06 |
66.1858 |
23.68562 |
19.68268 |
15.5879 |
11.14268 |
11.66248 |
9.8837 |
8.893033 |
12.61232 |
9.442333 |
7.479283 |
|
8.00E-06 |
73.01097 |
21.54347 |
19.49773 |
16.99003 |
15.0814 |
12.7691 |
9.202967 |
11.21652 |
10.3358 |
9.363567 |
7.700083 |
|
7.00E-06 |
80.2861 |
26.79543 |
21.06757 |
17.48042 |
14.95642 |
12.3476 |
10.575 |
11.60262 |
10.60852 |
9.76175 |
7.904183 |
|
6.00E-06 |
88.61378 |
27.83497 |
23.73095 |
19.84797 |
15.71658 |
13.48195 |
10.41413 |
11.87328 |
10.8841 |
10.18933 |
6.545833 |
|
5.00E-06 |
107.5691 |
31.83672 |
25.68367 |
22.03312 |
17.18445 |
13.18897 |
10.78657 |
12.94973 |
10.96022 |
10.34513 |
8.309733 |
|
4.00E-06 |
120.2731 |
39.02522 |
27.12037 |
24.15003 |
21.10577 |
14.23063 |
12.27333 |
12.5277 |
8.37575 |
10.3324 |
9.695983 |
|
3.00E-06 |
149.2064 |
42.35888 |
31.20058 |
26.60257 |
19.60935 |
15.29725 |
13.33402 |
13.26603 |
11.9225 |
10.86703 |
10.10187 |
|
2.00E-06 |
234.2211 |
52.47998 |
41.29758 |
34.02627 |
22.72845 |
17.61557 |
15.10638 |
14.05748 |
13.11802 |
11.66635 |
11.35903 |
|
1.00E-06 |
321.3159 |
88.59127 |
56.93867 |
39.27617 |
31.68127 |
23.4379 |
19.43642 |
17.2563 |
14.07885 |
13.42612 |
12.19575 |
数据如上,开始进入对比环节
d2(mnist x,0)81-con(3*3)49-30-2-(2*k) ,k∈{0,1}的数据
d2(mnist x,1)81-con(3*3)49-30-2-(2*k) ,k∈{0,1}的数据
共对比了上面两个网络的迭代次数和用这两个网络的迭代次数生成的表格里面的9个量,共11个量
计算ωx |
计算ω0 |
计算ω1 |
m0 |
m1 |
mx0 |
mx1 |
m01 |
k |
xx0 |
3 |
2 |
1 |
0.9 |
0.8 |
0.7 |
0.6 |
0.5 |
0.4 |
0.3 |
0.2 |
0.1 |
δ |
迭代次数n |
迭代次数n |
迭代次数n |
迭代次数n |
迭代次数n |
迭代次数n |
迭代次数n |
迭代次数n |
迭代次数n |
迭代次数n |
迭代次数n |
迭代次数n |
0.5 |
16.8593 |
14.60804 |
16.70352 |
16.31156 |
16.10553 |
17.25628 |
13.65327 |
17.21106 |
18.21106 |
15.06533 |
17.05528 |
15.68844 |
0.4 |
499.2513 |
622.598 |
948.3769 |
996.0251 |
1085.633 |
1085.764 |
1155.935 |
1206.206 |
1384.166 |
1305.744 |
1366.116 |
1473.513 |
0.3 |
578.4623 |
769.1106 |
1206.407 |
1249.573 |
1263.281 |
1312.97 |
1401.362 |
1491.221 |
1559.201 |
1586.598 |
1638.92 |
1774.307 |
0.2 |
674.6683 |
885.5829 |
1364.648 |
1407.201 |
1500.397 |
1538.025 |
1570.116 |
1695.814 |
1737.643 |
1832.94 |
1911.131 |
1929.925 |
0.1 |
831.3317 |
1055.482 |
1503.131 |
1642.94 |
1647.925 |
1800.106 |
1821.352 |
1895.452 |
2030.327 |
2066.518 |
2191.261 |
2198.337 |
0.01 |
1660.337 |
1894.226 |
2394.246 |
2399.452 |
2430.618 |
2539.995 |
2610.889 |
2736.457 |
2803.362 |
2902.317 |
3021.523 |
2977.211 |
0.001 |
5010.085 |
4786.317 |
4129.613 |
3916.186 |
4022.367 |
4040.005 |
3927.04 |
3923.251 |
3986.92 |
3969.884 |
4097.985 |
3985.372 |
1E-04 |
20889.22 |
16239.91 |
8938.899 |
8172.005 |
7363.201 |
7161.171 |
6827.935 |
6135.503 |
6109.754 |
5685.633 |
5652.095 |
5668.116 |
9E-05 |
22827.87 |
17400.37 |
9308.447 |
8747.05 |
7674.176 |
7314.638 |
6820.025 |
6322.327 |
6003.01 |
5759.402 |
5807.523 |
5789.432 |
8E-05 |
24222.44 |
18319.48 |
9892.045 |
9227.744 |
8349.653 |
7450.417 |
7008.246 |
6500.327 |
6296.276 |
6036.608 |
5884.508 |
5967.905 |
7E-05 |
28155.15 |
19718.17 |
10722.29 |
9221.482 |
8638.869 |
8270.477 |
7080.889 |
6579.724 |
6500.548 |
6110.98 |
6193.231 |
6248.246 |
6E-05 |
29972.55 |
22186.49 |
11092.69 |
9839.101 |
9226.91 |
8264.176 |
7611.342 |
7035.995 |
6624.879 |
6233.412 |
6090.427 |
6169.633 |
5E-05 |
34241.67 |
24507.63 |
11852.92 |
10642.72 |
10105.04 |
8749.985 |
7887.281 |
7168.508 |
6945.503 |
6457.231 |
6358.608 |
6378.337 |
0.00004 |
41034.68 |
28383.2 |
13515.53 |
12204.35 |
10019.78 |
9434.126 |
8658.085 |
7791.07 |
7218.648 |
6695.01 |
6776.327 |
6743.09 |
3E-05 |
47542.95 |
33138.69 |
15152.27 |
13061.13 |
11636.97 |
10486.88 |
9170.95 |
8571.412 |
7419.543 |
7553.221 |
7030.709 |
6900.829 |
0.00002 |
64815.17 |
43387.53 |
18285.01 |
15551.34 |
13115.4 |
12059.9 |
10233.12 |
9261.573 |
8722.628 |
8013.884 |
7810.266 |
7617.995 |
0.00001 |
110475.7 |
66517.49 |
24419.72 |
20741.8 |
18498.48 |
15508.23 |
13287.06 |
11262.1 |
9952.357 |
9250.367 |
9033.09 |
8774.487 |
9E-06 |
118321.7 |
74077.69 |
25161.47 |
21850.95 |
20535.4 |
15979.6 |
13037.05 |
11806.12 |
10425.16 |
9471.623 |
9108.166 |
9089.03 |
8E-06 |
134138.3 |
78640.24 |
26119.48 |
23989.35 |
20066.72 |
16834.16 |
14015.96 |
11842.11 |
10730.96 |
9537.633 |
9370.799 |
9102.809 |
0.000007 |
139605.1 |
88628.01 |
28379.58 |
24640.63 |
18954.07 |
17258.22 |
14787.09 |
12669.67 |
11061.28 |
10238.02 |
9426.698 |
9493.653 |
0.000006 |
160404.2 |
100091.3 |
31249.69 |
25936.41 |
21341.72 |
19679.85 |
15408.82 |
13465.37 |
11383.31 |
10642.52 |
9908.387 |
9805.332 |
5E-06 |
183593.8 |
109698.4 |
33126.35 |
29130.5 |
22354.8 |
19053.38 |
16050.55 |
14077.98 |
12044.12 |
10818.8 |
10166.05 |
10473.86 |
4E-06 |
212449.8 |
134476.3 |
40608.56 |
33624.42 |
25423.72 |
22719.42 |
17432.9 |
15101.65 |
12856.07 |
11615.7 |
10901.65 |
10729.31 |
0.000003 |
262447.5 |
157937.7 |
45608.1 |
38669.42 |
28938.41 |
25093.01 |
20147.58 |
16692.3 |
14042.63 |
12647.95 |
11859.32 |
11554.14 |
2E-06 |
361448.6 |
208133.2 |
58309.75 |
46001.42 |
34562.49 |
29669.08 |
21940.73 |
17890.48 |
16268.25 |
14183.72 |
12547.48 |
12511.71 |
1E-06 |
652447.4 |
333299.1 |
79219.66 |
64389.22 |
48945.62 |
38440.64 |
29726.72 |
23569.61 |
19451.45 |
16397.37 |
15307.21 |
15674.3 |
当δ>0.001时随着d的增加迭代次数nxx0减小
当δ<=0.001时随着d的增加迭代次数nxx0增加
xx1 |
3 |
2 |
1 |
0.9 |
0.8 |
0.7 |
0.6 |
0.5 |
0.4 |
0.3 |
0.2 |
0.1 |
δ |
迭代次数n |
迭代次数n |
迭代次数n |
迭代次数n |
迭代次数n |
迭代次数n |
迭代次数n |
迭代次数n |
迭代次数n |
迭代次数n |
迭代次数n |
迭代次数n |
0.5 |
14.70854 |
18.65327 |
16.54271 |
19.47739 |
18.88945 |
17.65327 |
19.01508 |
19.49246 |
19.82915 |
19.23116 |
20.56281 |
|
0.4 |
698.9548 |
1188.322 |
1268.05 |
1299.99 |
1389.085 |
1453.588 |
1633.97 |
1654.724 |
1850.402 |
1957.387 |
2020.05 |
|
0.3 |
831.8543 |
1424.995 |
1437.638 |
1561.658 |
1604.131 |
1729.819 |
1871.869 |
1970.352 |
2270.382 |
2331.628 |
2312.633 |
|
0.2 |
942.8543 |
1545.347 |
1618.935 |
1737.99 |
1796.985 |
2030.784 |
2147.859 |
2288.965 |
2384.543 |
2519.799 |
2593.327 |
|
0.1 |
1121.095 |
1795.588 |
1814.382 |
1974.261 |
2063.397 |
2266.382 |
2344.482 |
2652.925 |
2656.643 |
2727.889 |
2950.482 |
|
0.01 |
2177.045 |
2711.256 |
2824 |
2874.492 |
3032.01 |
3149.186 |
3228.05 |
3415.226 |
3490.121 |
3632.241 |
3736.553 |
|
0.001 |
5808.201 |
5108.131 |
5107.819 |
4829.166 |
4861.819 |
4679.176 |
4806.663 |
4598.523 |
4977.286 |
4753.347 |
4988 |
|
1E-04 |
22278.53 |
11828.41 |
10990.9 |
9768.673 |
8740.905 |
7789.799 |
7313.236 |
6790.633 |
6753.236 |
6427.045 |
6619.648 |
|
9E-05 |
23249.25 |
11780.75 |
10997.07 |
10623.77 |
9132.432 |
8206.794 |
7462.794 |
6975.045 |
6862 |
6544.312 |
6713.327 |
|
8E-05 |
26588.83 |
12883.95 |
11528.09 |
10713.68 |
9695.729 |
8626.332 |
7656.553 |
7376.774 |
6817.889 |
6817.015 |
6941.035 |
|
7E-05 |
29334.58 |
13509.64 |
13083.87 |
11163.57 |
9641.678 |
8911.839 |
8084.693 |
7451.749 |
6963.769 |
6811.407 |
7019.829 |
|
6E-05 |
30214.67 |
14656.63 |
13194.72 |
11661.17 |
10403.88 |
8971.156 |
8357.266 |
7492.794 |
7133.92 |
7097.477 |
7188.05 |
|
5E-05 |
33896.79 |
15838.17 |
14768.37 |
12412.51 |
11194.1 |
9794.724 |
8775.558 |
7824.09 |
7445.548 |
7159.759 |
7448.241 |
|
0.00004 |
40100.19 |
17531.87 |
15743.09 |
13722.99 |
11699.2 |
10943.32 |
9224.693 |
8391.206 |
7584.834 |
7489.96 |
7691.558 |
|
3E-05 |
51254.74 |
21284.63 |
17799.68 |
15937.78 |
13263.43 |
11229.17 |
9654.462 |
8885.266 |
8090.935 |
7891.407 |
7966.995 |
|
0.00002 |
63770.49 |
25082.8 |
21937.03 |
17816.94 |
14640.99 |
12721.33 |
11065.09 |
9469.95 |
8474.342 |
8237.126 |
8364.824 |
|
0.00001 |
105934.3 |
36423.42 |
30221.71 |
25411.1 |
20770.03 |
16628.63 |
13726.66 |
11002.65 |
9673.286 |
9242.171 |
9219.678 |
|
9E-06 |
105760.6 |
39026.94 |
31967.35 |
23507.6 |
22037.31 |
16803.17 |
13916.94 |
11627.95 |
9977.739 |
9464 |
9227.387 |
|
8E-06 |
119525.7 |
36727.53 |
32642.92 |
26488.27 |
22378.62 |
17552.58 |
14172.65 |
11912.85 |
10244.6 |
9326.211 |
9603.548 |
|
0.000007 |
135529.2 |
43443.58 |
34030.86 |
26976.21 |
21887.39 |
17635.42 |
15349.17 |
12515.14 |
10671.18 |
9564.593 |
9918.261 |
|
0.000006 |
148247.1 |
44260.17 |
39022.46 |
30368.67 |
24957.66 |
20135.13 |
15048.85 |
12887.7 |
10483.8 |
10116.06 |
10024 |
|
5E-06 |
178351.8 |
54282.16 |
44994.81 |
33220.78 |
27745.87 |
20002.5 |
15731.21 |
14030.96 |
11196.5 |
10405.48 |
10733.83 |
|
4E-06 |
202580.7 |
60841.72 |
43966.03 |
38013.5 |
32673.02 |
22229.63 |
18416.71 |
14559.71 |
11713.86 |
10731.95 |
10861.25 |
|
0.000003 |
250821.9 |
67544.9 |
51309.09 |
41139.21 |
30761.57 |
25465.14 |
20220.51 |
15375.62 |
12528.39 |
11257.39 |
11208.81 |
|
2E-06 |
324131.5 |
84423.05 |
71844.75 |
55642.97 |
38257.21 |
28492.2 |
23674.31 |
16474.68 |
14234.7 |
12447.62 |
13243.68 |
|
1E-06 |
596944.7 |
148684.2 |
100628.6 |
67598.12 |
52764.57 |
37163.59 |
30685.14 |
21559.01 |
15977.74 |
14790.12 |
14494.47 |
当δ>0.001时随着d的增加迭代次数nxx1减小
当δ<=0.001时随着d的增加迭代次数nxx1增加
表格1计算ωx
计算ωx |
|||||||||||
δ |
2 |
1 |
0.9 |
0.8 |
0.7 |
0.6 |
0.5 |
0.4 |
0.3 |
0.2 |
0.1 |
0.1 |
826.9321 |
1384.267 |
1501.844 |
1593.318 |
1788.592 |
1941.672 |
2087.952 |
2550.016 |
2626.445 |
2991.299 |
3316.639 |
0.01 |
1651.603 |
2310.081 |
2383.736 |
2445.609 |
2666.108 |
2834.826 |
3065.473 |
3335.438 |
3587.079 |
4008.469 |
4037.379 |
0.001 |
8282.078 |
5113.26 |
4723.614 |
4663.953 |
4721.435 |
4393.664 |
4493.004 |
4407.169 |
4708.68 |
4709.301 |
4743.803 |
1.00E-04 |
#NUM! |
#NUM! |
#NUM! |
114511.7 |
16349.88 |
10493.3 |
7805.282 |
7137.886 |
6453.112 |
6124.005 |
6312.036 |
9.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
18660.7 |
10822.19 |
8120.583 |
6985.038 |
6512.807 |
6300.651 |
6426.284 |
8.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
20502.88 |
11527.99 |
8318.713 |
7596.727 |
6640.007 |
6438.427 |
6657.807 |
7.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
12508.32 |
9033.723 |
8024.642 |
6859.158 |
6822.932 |
7113.306 |
6.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
13135.16 |
9700.564 |
7736.823 |
6820.748 |
6605.326 |
6782.981 |
5.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
15556.33 |
9960.661 |
8248.119 |
7132.698 |
6761.323 |
7029.054 |
4.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
21388.77 |
10707.96 |
8485.486 |
7038.102 |
7053.682 |
7181.109 |
3.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
18244.68 |
11528.82 |
8446.747 |
7908.715 |
7166.266 |
7082.13 |
2.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
19426.92 |
12174.72 |
9442.812 |
7804.755 |
7442.699 |
7363.306 |
1.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
18383.9 |
11094.83 |
9075.668 |
8534.269 |
8298.792 |
9.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
21152.79 |
12408.88 |
9496.327 |
8731.58 |
8528.919 |
8.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
17662.04 |
12102.96 |
9277.75 |
8457.154 |
8449.317 |
7.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
23114.95 |
12958.62 |
10143.32 |
8580.66 |
8888.277 |
6.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
21084.24 |
12849.46 |
9879.236 |
9025.409 |
8883.43 |
5.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
23078.54 |
14487.93 |
10363.11 |
9243.899 |
9719.279 |
4.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
32048.09 |
15061.53 |
10950.14 |
9650.603 |
9620.637 |
3.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
36302.22 |
15761.92 |
11667.21 |
10140.33 |
9914.002 |
2.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
63732.45 |
18896.38 |
13809.77 |
11081.53 |
11603.54 |
1.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
24003.2 |
14780.37 |
13152.81 |
13163.26 |
当δ<=0.001时
随着d的增加ω增加
表格2计算ω0
计算ω0 |
|||||||||||
δ |
2 |
1 |
0.9 |
0.8 |
0.7 |
0.6 |
0.5 |
0.4 |
0.3 |
0.2 |
0.1 |
0.1 |
1733.223 |
1659.029 |
1833.111 |
1708.56 |
1811.844 |
1720.943 |
1747.952 |
1737.123 |
1758.546 |
1811.407 |
1759.701 |
0.01 |
2289.328 |
2488.337 |
2415.483 |
2415.9 |
2430.237 |
2432.818 |
2494.771 |
2464.789 |
2502.227 |
2525.128 |
2467.15 |
0.001 |
3708.188 |
3557.188 |
3418.132 |
3588.822 |
3588.001 |
3583.196 |
3526.688 |
3667.742 |
3496.395 |
3675.996 |
3503.232 |
1.00E-04 |
#NUM! |
#NUM! |
#NUM! |
5211.959 |
5325.564 |
5437.874 |
5218.93 |
5427.237 |
5139.704 |
5274.782 |
5188.063 |
9.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
5383.141 |
5386.888 |
5355.115 |
5344.906 |
5218.642 |
5414.585 |
5310.777 |
8.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
5451.27 |
5488.579 |
5514.699 |
5494.655 |
5572.545 |
5452.675 |
5455.87 |
7.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
5463.777 |
5427.78 |
5607.711 |
5564.05 |
5710.86 |
5637.444 |
6.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
5900.048 |
5795.481 |
5886.082 |
5775.627 |
5679.779 |
5697.325 |
5.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
5974.293 |
5888.384 |
6113.003 |
5943.275 |
6020.223 |
5880.261 |
4.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
6389.53 |
6424.647 |
6389.685 |
6397.651 |
6529.31 |
6376.544 |
3.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
6937.884 |
7124.949 |
6694.25 |
7241.723 |
6902.563 |
6732.775 |
2.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
7796.938 |
7768.578 |
8145.521 |
8240.78 |
8238.291 |
7901.083 |
1.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
8835.494 |
9102.893 |
9435.559 |
9631.03 |
9342.642 |
9.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
9085.7 |
9164.046 |
9447.111 |
9538.097 |
9776.297 |
8.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
9510.422 |
9739.85 |
9820.655 |
10663.35 |
9935.925 |
7.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
9718.428 |
9809.921 |
10335.42 |
10585.24 |
10242.38 |
6.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
10671.59 |
10326.36 |
11615.34 |
11114.35 |
11090.45 |
5.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
11033.85 |
10527.39 |
11340.42 |
11433.83 |
11436.8 |
4.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
11325.68 |
11401.54 |
12419.54 |
12812.83 |
12337.91 |
3.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
12481.39 |
12785.8 |
13926.51 |
14915.04 |
14422.86 |
2.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
12907.3 |
14499.7 |
14589.79 |
14808.7 |
13673.07 |
1.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
16782.83 |
18695.92 |
19051.21 |
20544.43 |
当δ<=0.001时
当δ>0.001随着d的增加ω0减小
当δ<=0.001&&δ>=3e-5随着d的增加ω0增加
当δ<3e-5随着d的增加ω0减小
但全区间都相对平
表格3计算ω1
计算ω1 |
|||||||||||
δ |
2 |
1 |
0.9 |
0.8 |
0.7 |
0.6 |
0.5 |
0.4 |
0.3 |
0.2 |
0.1 |
0.1 |
2785.382 |
3187.017 |
2467.946 |
2896.254 |
2522.52 |
2838.372 |
2726.917 |
2769.39 |
2687.908 |
2523.701 |
2683.797 |
0.01 |
4249.116 |
3436.336 |
3656.454 |
3655.01 |
3606.775 |
3598.381 |
3419.58 |
3501.029 |
3400.622 |
3345.299 |
3494.29 |
0.001 |
4729.495 |
5103.017 |
5604.163 |
5013.279 |
5015.52 |
5028.721 |
5196.756 |
4817.182 |
5297.817 |
4798.652 |
5274.26 |
1.00E-04 |
#NUM! |
#NUM! |
#NUM! |
6920.097 |
6676.17 |
6471.526 |
6903.87 |
6489.582 |
7099.55 |
6780.038 |
6977.115 |
9.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
6882.865 |
6875.053 |
6942.678 |
6965.095 |
7274.144 |
6818.62 |
7042.624 |
8.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
7274.679 |
7188.471 |
7130.905 |
7174.883 |
7010.879 |
7271.344 |
7263.786 |
7.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
7295.033 |
7383.138 |
6986.294 |
7073.317 |
6799.94 |
6929.943 |
6.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
7244.403 |
7451.822 |
7270.489 |
7494.611 |
7719.065 |
7675.595 |
5.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
7734.793 |
7932.669 |
7459.383 |
7803.54 |
7638.102 |
7952.646 |
4.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
8300.339 |
8225.023 |
8300 |
8282.628 |
8018.695 |
8329.042 |
3.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
8819.23 |
8471.669 |
9400.039 |
8286.359 |
8893.259 |
9296.038 |
2.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
10148.85 |
10212.33 |
9497.323 |
9352.329 |
9355.97 |
9930.923 |
1.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
11429.02 |
10912.73 |
10407 |
10161.61 |
10535.89 |
9.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
11117.08 |
10978.05 |
10540.67 |
10418.26 |
10131.39 |
8.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
12170.43 |
11731.43 |
11594.41 |
10533.42 |
11412.39 |
7.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
12292.89 |
12114.27 |
11291.07 |
10989.33 |
11416.08 |
6.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
12326.18 |
12926.28 |
11214.93 |
11730.29 |
11758.58 |
5.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
12695.67 |
13614.68 |
12269.86 |
12154.64 |
12151.07 |
4.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
14252.27 |
14104.92 |
12663.49 |
12283.38 |
12751.8 |
3.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
15555.41 |
15016.39 |
13613.58 |
12849.47 |
13193.84 |
2.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
17349.45 |
14795.37 |
14701.44 |
14487.18 |
15859.57 |
1.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
19735.87 |
17522.9 |
17245.25 |
16333.32 |
当δ>0.001随着d的增加ω1增加
当δ<=0.001&&δ>=3e-5随着d的增加ω1减小
当δ<3e-5随着d的增加ω1增加
但全区间都相对平稳,并且ω0和ω1在相同区间上变化趋势相反。
表格4:m0
m0 |
|||||||||||
δ |
2 |
1 |
0.9 |
0.8 |
0.7 |
0.6 |
0.5 |
0.4 |
0.3 |
0.2 |
0.1 |
0.1 |
0.227631 |
0.696196 |
0.671231 |
0.869649 |
0.974499 |
1.272973 |
1.426862 |
2.154889 |
2.230639 |
2.727016 |
3.552375 |
0.01 |
0.52047 |
0.861858 |
0.973887 |
1.024746 |
1.203534 |
1.357793 |
1.50985 |
1.831245 |
2.055078 |
2.51994 |
2.677984 |
0.001 |
4.98833 |
2.066246 |
1.909727 |
1.688902 |
1.731581 |
1.503531 |
1.623079 |
1.443849 |
1.813666 |
1.641205 |
1.833646 |
1.00E-04 |
#NUM! |
#NUM! |
#NUM! |
482.7224 |
9.425366 |
3.723623 |
2.236733 |
1.729743 |
1.576385 |
1.347914 |
1.480228 |
9.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
12.01667 |
4.036027 |
2.299518 |
1.70788 |
1.557477 |
1.354068 |
1.464211 |
8.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
14.14602 |
4.411513 |
2.275457 |
1.911491 |
1.419809 |
1.394249 |
1.489136 |
7.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
5.240976 |
2.77006 |
2.047765 |
1.519706 |
1.427378 |
1.59213 |
6.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
4.956324 |
2.801657 |
1.727718 |
1.394652 |
1.352464 |
1.417423 |
5.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
6.780179 |
2.861436 |
1.820542 |
1.44031 |
1.261358 |
1.428896 |
4.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
11.20557 |
2.777889 |
1.763578 |
1.210236 |
1.167071 |
1.268272 |
3.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
6.91542 |
2.618221 |
1.592118 |
1.192691 |
1.077867 |
1.10647 |
2.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
6.208117 |
2.456036 |
1.343894 |
0.896978 |
0.816181 |
0.868505 |
1.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
4.32926 |
1.485535 |
0.925171 |
0.785212 |
0.789024 |
9.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
5.42024 |
1.83354 |
1.010446 |
0.838035 |
0.761096 |
8.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
3.448911 |
1.544112 |
0.892492 |
0.629016 |
0.723147 |
7.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
5.657102 |
1.744964 |
0.963172 |
0.657113 |
0.753067 |
6.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
3.903532 |
1.548372 |
0.723407 |
0.659426 |
0.641598 |
5.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
4.374842 |
1.89396 |
0.835068 |
0.653622 |
0.722203 |
4.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
8.007106 |
1.745063 |
0.777371 |
0.567307 |
0.608029 |
3.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
8.459412 |
1.519716 |
0.701858 |
0.462227 |
0.472493 |
2.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
24.38092 |
1.698396 |
0.895932 |
0.559971 |
0.720193 |
1.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
2.04554 |
0.624996 |
0.476642 |
0.410524 |
当δ>0.001随着d的增加m0减小
当δ<=0.001随着d的增加m0增加
表格5:m1
m1 |
|||||||||||
δ |
2 |
1 |
0.9 |
0.8 |
0.7 |
0.6 |
0.5 |
0.4 |
0.3 |
0.2 |
0.1 |
0.1 |
0.088139 |
0.188656 |
0.370321 |
0.302644 |
0.502752 |
0.467965 |
0.586269 |
0.847847 |
0.95479 |
1.404894 |
1.527204 |
0.01 |
0.151083 |
0.451921 |
0.425007 |
0.44771 |
0.546408 |
0.620638 |
0.803618 |
0.907642 |
1.112667 |
1.435777 |
1.335 |
0.001 |
3.066543 |
1.004019 |
0.71044 |
0.865495 |
0.886168 |
0.763376 |
0.747496 |
0.837015 |
0.789959 |
0.963106 |
0.808966 |
1.00E-04 |
#NUM! |
#NUM! |
#NUM! |
273.8263 |
5.99756 |
2.629121 |
1.27818 |
1.209778 |
0.826184 |
0.815843 |
0.818441 |
9.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
7.350506 |
2.477867 |
1.368108 |
1.005735 |
0.801628 |
0.853843 |
0.832628 |
8.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
7.943322 |
2.571783 |
1.36089 |
1.121046 |
0.896999 |
0.784026 |
0.84011 |
7.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
2.939975 |
1.497103 |
1.319343 |
0.940363 |
1.006774 |
1.053619 |
6.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
3.287498 |
1.694607 |
1.132396 |
0.828258 |
0.732249 |
0.780939 |
5.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
4.044985 |
1.576659 |
1.222656 |
0.835458 |
0.783597 |
0.781215 |
4.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
6.640183 |
1.694881 |
1.045195 |
0.722063 |
0.773792 |
0.743349 |
3.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
4.27968 |
1.851961 |
0.807458 |
0.910929 |
0.649328 |
0.580406 |
2.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
3.664157 |
1.421242 |
0.988554 |
0.696432 |
0.632824 |
0.549752 |
1.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
2.587364 |
1.033653 |
0.760512 |
0.705354 |
0.620422 |
9.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
3.620378 |
1.277658 |
0.811662 |
0.702418 |
0.708679 |
8.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
2.106055 |
1.064342 |
0.640307 |
0.644629 |
0.548138 |
7.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
3.535722 |
1.144255 |
0.80703 |
0.609676 |
0.606179 |
6.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
2.925897 |
0.988151 |
0.775985 |
0.591992 |
0.570758 |
5.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
3.304499 |
1.132393 |
0.713348 |
0.578397 |
0.639792 |
4.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
5.056337 |
1.140243 |
0.747709 |
0.617267 |
0.5692 |
3.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
5.446322 |
1.101761 |
0.734496 |
0.622779 |
0.564619 |
2.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
13.49428 |
1.631194 |
0.882376 |
0.585102 |
0.535301 |
1.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
1.479196 |
0.711473 |
0.581699 |
0.649498 |
当δ>0.001随着d的增加m1减小
当δ<=0.001随着d的增加m1增加
表格6:mx0
mx0 |
|||||||||||
δ |
2 |
1 |
0.9 |
0.8 |
0.7 |
0.6 |
0.5 |
0.4 |
0.3 |
0.2 |
0.1 |
0.1 |
1.227631 |
1.696196 |
1.671231 |
1.869649 |
1.974499 |
2.272973 |
2.426862 |
3.154889 |
3.230639 |
3.727016 |
4.552375 |
0.01 |
1.52047 |
1.861858 |
1.973887 |
2.024746 |
2.203534 |
2.357793 |
2.50985 |
2.831245 |
3.055078 |
3.51994 |
3.677984 |
0.001 |
5.98833 |
3.066246 |
2.909727 |
2.688902 |
2.731581 |
2.503531 |
2.623079 |
2.443849 |
2.813666 |
2.641205 |
2.833646 |
1.00E-04 |
#NUM! |
#NUM! |
#NUM! |
483.7224 |
10.42537 |
4.723623 |
3.236733 |
2.729743 |
2.576385 |
2.347914 |
2.480228 |
9.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
13.01667 |
5.036027 |
3.299518 |
2.70788 |
2.557477 |
2.354068 |
2.464211 |
8.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
15.14602 |
5.411513 |
3.275457 |
2.911491 |
2.419809 |
2.394249 |
2.489136 |
7.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
6.240976 |
3.77006 |
3.047765 |
2.519706 |
2.427378 |
2.59213 |
6.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
5.956324 |
3.801657 |
2.727718 |
2.394652 |
2.352464 |
2.417423 |
5.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
7.780179 |
3.861436 |
2.820542 |
2.44031 |
2.261358 |
2.428896 |
4.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
12.20557 |
3.777889 |
2.763578 |
2.210236 |
2.167071 |
2.268272 |
3.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
7.91542 |
3.618221 |
2.592118 |
2.192691 |
2.077867 |
2.10647 |
2.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
7.208117 |
3.456036 |
2.343894 |
1.896978 |
1.816181 |
1.868505 |
1.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
5.32926 |
2.485535 |
1.925171 |
1.785212 |
1.789024 |
9.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
6.42024 |
2.83354 |
2.010446 |
1.838035 |
1.761096 |
8.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
4.448911 |
2.544112 |
1.892492 |
1.629016 |
1.723147 |
7.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
6.657102 |
2.744964 |
1.963172 |
1.657113 |
1.753067 |
6.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
4.903532 |
2.548372 |
1.723407 |
1.659426 |
1.641598 |
5.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
5.374842 |
2.89396 |
1.835068 |
1.653622 |
1.722203 |
4.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
9.007106 |
2.745063 |
1.777371 |
1.567307 |
1.608029 |
3.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
9.459412 |
2.519716 |
1.701858 |
1.462227 |
1.472493 |
2.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
25.38092 |
2.698396 |
1.895932 |
1.559971 |
1.720193 |
1.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
3.04554 |
1.624996 |
1.476642 |
1.410524 |
当δ>0.001随着d的增加mx0减小
当δ<=0.001随着d的增加mx0增加
表格7:mx1
mx1 |
|||||||||||
δ |
2 |
1 |
0.9 |
0.8 |
0.7 |
0.6 |
0.5 |
0.4 |
0.3 |
0.2 |
0.1 |
0.1 |
1.088139 |
1.188656 |
1.370321 |
1.302644 |
1.502752 |
1.467965 |
1.586269 |
1.847847 |
1.95479 |
2.404894 |
2.527204 |
0.01 |
1.151083 |
1.451921 |
1.425007 |
1.44771 |
1.546408 |
1.620638 |
1.803618 |
1.907642 |
2.112667 |
2.435777 |
2.335 |
0.001 |
4.066543 |
2.004019 |
1.71044 |
1.865495 |
1.886168 |
1.763376 |
1.747496 |
1.837015 |
1.789959 |
1.963106 |
1.808966 |
1.00E-04 |
#NUM! |
#NUM! |
#NUM! |
274.8263 |
6.99756 |
3.629121 |
2.27818 |
2.209778 |
1.826184 |
1.815843 |
1.818441 |
9.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
8.350506 |
3.477867 |
2.368108 |
2.005735 |
1.801628 |
1.853843 |
1.832628 |
8.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
8.943322 |
3.571783 |
2.36089 |
2.121046 |
1.896999 |
1.784026 |
1.84011 |
7.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
3.939975 |
2.497103 |
2.319343 |
1.940363 |
2.006774 |
2.053619 |
6.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
4.287498 |
2.694607 |
2.132396 |
1.828258 |
1.732249 |
1.780939 |
5.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
5.044985 |
2.576659 |
2.222656 |
1.835458 |
1.783597 |
1.781215 |
4.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
7.640183 |
2.694881 |
2.045195 |
1.722063 |
1.773792 |
1.743349 |
3.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
5.27968 |
2.851961 |
1.807458 |
1.910929 |
1.649328 |
1.580406 |
2.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
4.664157 |
2.421242 |
1.988554 |
1.696432 |
1.632824 |
1.549752 |
1.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
3.587364 |
2.033653 |
1.760512 |
1.705354 |
1.620422 |
9.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
4.620378 |
2.277658 |
1.811662 |
1.702418 |
1.708679 |
8.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
3.106055 |
2.064342 |
1.640307 |
1.644629 |
1.548138 |
7.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
4.535722 |
2.144255 |
1.80703 |
1.609676 |
1.606179 |
6.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
3.925897 |
1.988151 |
1.775985 |
1.591992 |
1.570758 |
5.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
4.304499 |
2.132393 |
1.713348 |
1.578397 |
1.639792 |
4.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
6.056337 |
2.140243 |
1.747709 |
1.617267 |
1.5692 |
3.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
6.446322 |
2.101761 |
1.734496 |
1.622779 |
1.564619 |
2.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
14.49428 |
2.631194 |
1.882376 |
1.585102 |
1.535301 |
1.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
2.479196 |
1.711473 |
1.581699 |
1.649498 |
当δ>0.001随着d的增加mx1减小
当δ<=0.001随着d的增加mx1增加
表格8:m01
m01 |
|||||||||||
δ |
2 |
1 |
0.9 |
0.8 |
0.7 |
0.6 |
0.5 |
0.4 |
0.3 |
0.2 |
0.1 |
0.1 |
0.31577 |
0.884853 |
1.041552 |
1.172293 |
1.47725 |
1.740937 |
2.013132 |
3.002737 |
3.185429 |
4.13191 |
5.079579 |
0.01 |
0.671552 |
1.31378 |
1.398894 |
1.472456 |
1.749943 |
1.978431 |
2.313467 |
2.738886 |
3.167745 |
3.955717 |
4.012983 |
0.001 |
8.054873 |
3.070265 |
2.620167 |
2.554397 |
2.617749 |
2.266908 |
2.370575 |
2.280865 |
2.603625 |
2.604312 |
2.642612 |
1.00E-04 |
#NUM! |
#NUM! |
#NUM! |
756.5488 |
15.42293 |
6.352743 |
3.514913 |
2.939521 |
2.402568 |
2.163757 |
2.298669 |
9.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
19.36718 |
6.513894 |
3.667626 |
2.713615 |
2.359104 |
2.207911 |
2.296839 |
8.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
22.08934 |
6.983296 |
3.636347 |
3.032536 |
2.316808 |
2.178275 |
2.329246 |
7.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
8.18095 |
4.267162 |
3.367107 |
2.460069 |
2.434152 |
2.645749 |
6.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
8.243822 |
4.496265 |
2.860113 |
2.22291 |
2.084713 |
2.198362 |
5.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
10.82516 |
4.438095 |
3.043197 |
2.275767 |
2.044954 |
2.21011 |
4.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
17.84575 |
4.47277 |
2.808772 |
1.932299 |
1.940863 |
2.011621 |
3.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
11.1951 |
4.470182 |
2.399575 |
2.10362 |
1.727195 |
1.686876 |
2.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
9.872274 |
3.877278 |
2.332447 |
1.593411 |
1.449006 |
1.418257 |
1.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
6.916624 |
2.519188 |
1.685683 |
1.490567 |
1.409446 |
9.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
9.040618 |
3.111198 |
1.822108 |
1.540453 |
1.469775 |
8.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
5.554966 |
2.608454 |
1.532799 |
1.273645 |
1.271285 |
7.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
9.192824 |
2.889219 |
1.770202 |
1.266789 |
1.359246 |
6.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
6.829429 |
2.536522 |
1.499393 |
1.251418 |
1.212355 |
5.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
7.679341 |
3.026354 |
1.548416 |
1.23202 |
1.361995 |
4.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
13.06344 |
2.885305 |
1.525079 |
1.184574 |
1.177229 |
3.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
13.90573 |
2.621477 |
1.436354 |
1.085006 |
1.037112 |
2.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
37.8752 |
3.32959 |
1.778307 |
1.145074 |
1.255493 |
1.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
3.524736 |
1.336469 |
1.058341 |
1.060022 |
当δ>0.001随着d的增加m01减小
当δ<=0.001随着d的增加m01增加
表格9:k
k |
|||||||||||
δ |
2 |
1 |
0.9 |
0.8 |
0.7 |
0.6 |
0.5 |
0.4 |
0.3 |
0.2 |
0.1 |
0.1 |
683816.8 |
1916195 |
2255536 |
2538662 |
3199063 |
3770091 |
4359542 |
6502583 |
6898213 |
8947868 |
11000095 |
0.01 |
2727793 |
5336472 |
5682199 |
5981002 |
7108132 |
8036236 |
9397126 |
11125146 |
12867135 |
16067820 |
16300429 |
0.001 |
68592811 |
26145428 |
22312531 |
21752459 |
22291944 |
19304286 |
20187085 |
19423138 |
22171663 |
22177513 |
22503667 |
1.00E-04 |
#NUM! |
#NUM! |
#NUM! |
1.31E+10 |
2.67E+08 |
1.1E+08 |
60922426 |
50949414 |
41642651 |
37503440 |
39841803 |
9.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
3.48E+08 |
1.17E+08 |
65943865 |
48790762 |
42416659 |
39698199 |
41297124 |
8.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
4.2E+08 |
1.33E+08 |
69200993 |
57710254 |
44089694 |
41453345 |
44326389 |
7.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
1.56E+08 |
81608147 |
64394881 |
47048046 |
46552398 |
50599127 |
6.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
1.73E+08 |
94100946 |
59858437 |
46522603 |
43630327 |
46008838 |
5.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
2.42E+08 |
99214776 |
68031475 |
50875378 |
45715493 |
49407598 |
4.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
4.57E+08 |
1.15E+08 |
72003471 |
49534879 |
49754426 |
51568326 |
3.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
3.33E+08 |
1.33E+08 |
71347543 |
62547775 |
51355373 |
50156569 |
2.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
3.77E+08 |
1.48E+08 |
89166690 |
60914193 |
55393763 |
54218278 |
1.00E-05 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
3.38E+08 |
1.23E+08 |
82367752 |
72833741 |
68869942 |
9.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
4.47E+08 |
1.54E+08 |
90180230 |
76240486 |
72742467 |
8.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
3.12E+08 |
1.46E+08 |
86076649 |
71523459 |
71390956 |
7.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
5.34E+08 |
1.68E+08 |
1.03E+08 |
73627734 |
79001466 |
6.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
4.45E+08 |
1.65E+08 |
97599303 |
81458005 |
78915321 |
5.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
5.33E+08 |
2.1E+08 |
1.07E+08 |
85449672 |
94464394 |
4.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
1.03E+09 |
2.27E+08 |
1.2E+08 |
93134148 |
92556649 |
3.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
1.32E+09 |
2.48E+08 |
1.36E+08 |
1.03E+08 |
98287444 |
2.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
4.06E+09 |
3.57E+08 |
1.91E+08 |
1.23E+08 |
1.35E+08 |
1.00E-06 |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
#NUM! |
5.76E+08 |
2.18E+08 |
1.73E+08 |
1.73E+08 |
当δ>0.001随着d的增加k减小
当δ<=0.001随着d的增加k增加
综合
计算ωx |
计算ω0 |
计算ω1 |
m0 |
m1 |
mx0 |
mx1 |
m01 |
k |
|
δ>0.001 |
减小 |
减小 |
增加 |
减小 |
减小 |
减小 |
减小 |
减小 |
减小 |
δ<=0.001&&δ>=3e-5 |
增加 |
增加 |
减小 |
增加 |
增加 |
增加 |
增加 |
增加 |
增加 |
δ<3e-5 |
增加 |
减小 |
增加 |
增加 |
增加 |
增加 |
增加 |
增加 |
增加 |
计算ωx,m0,m1,mx0,mx1,m01,k这7个量的变化关系是一样的,只有1个拐点
ω0和ω1的变化关系是正相反的,这两个量有两个拐点。
/*************************************************************************/
类对角 |
计算ωx |
计算ω0 |
计算ω1 |
m0 |
m1 |
mx0 |
mx1 |
m01 |
k |
|||
δ>0.001 |
减小 |
减小 |
增加 |
减小 |
减小 |
减小 |
减小 |
减小 |
减小 |
|||
δ<=0.001&&δ>=3e-5 |
增加 |
增加 |
减小 |
增加 |
增加 |
增加 |
增加 |
增加 |
增加 |
|||
δ<3e-5 |
增加 |
减小 |
增加 |
增加 |
增加 |
增加 |
增加 |
增加 |
增加 |
|||
对角 |
计算ωx |
|
计算ω0 |
计算ω1 |
m0 |
m1 |
mx0 |
mx1 |
m01 |
k |
||
δ>0.001 |
减小 |
δ>0.01 |
减小 |
增加 |
δ>0.001 |
减小 |
减小 |
减小 |
减小 |
减小 |
减小 |
|
δ<=0.001&&δ>=3e-5 |
增加 |
δ<=0.01&&δ>=3e-5 |
增加 |
减小 |
δ<=0.001&&δ>=3e-5 |
增加 |
增加 |
增加 |
增加 |
增加 |
增加 |
|
δ<3e-5 |
增加 |
δ<3e-5 |
增加 |
减小 |
δ<3e-5 |
增加 |
增加 |
增加 |
增加 |
增加 |
增加 |
|
反对角 |
计算ωx |
计算ω0 |
计算ω1 |
m0 |
m1 |
mx0 |
mx1 |
m01 |
k |
|||
δ>0.001 |
减小 |
减小 |
增加 |
减小 |
减小 |
减小 |
减小 |
减小 |
减小 |
|||
δ<=0.001&&δ>=3e-5 |
增加 |
增加 |
减小 |
增加 |
增加 |
增加 |
增加 |
增加 |
增加 |
|||
δ<3e-5 |
增加 |
增加 |
减小 |
增加 |
增加 |
增加 |
增加 |
增加 |
增加 |
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