比较24个结构的迭代次数
(A,B)---6*30*2---(0,1)(1,0)
让A是结构1,让B全是0。收敛误差为7e-4,收敛199次取迭代次数平均值,得到28080.98
做一个同样的网络(A,B)---6*30*2---(0,1)(1,0),让A是结构1-24,B全是0,用结构1的收敛权重做初始权重,收敛误差为7e-4,收敛199次取迭代次数平均值
迭代 | 迭代 | |||
1 | 5424.4 | 13 | 12655.9 | |
2 | 5424.8 | 14 | 12683.7 | |
3 | 5709.3 | 15 | 13114.3 | |
4 | 5747.4 | 16 | 13160.5 | |
5 | 6005.1 | 17 | 13386 | |
6 | 6023.5 | 18 | 13426.7 | |
7 | 6843.3 | 19 | 14800.2 | |
8 | 6857.7 | 20 | 14851.1 | |
9 | 7086.6 | 21 | 15045 | |
10 | 7105.6 | 22 | 15063.5 | |
11 | 7545.4 | 23 | 15518.8 | |
12 | 7605.5 | 24 | 15572.1 |
用结构加法分解,如第一个结构
平均 | 1 | 2 | 3 | 4 | |
32704 | 30090.1 | 50996.3 | 40485.6 | 9243.95 |
用分解得到的4个3点结构在相同参数迁移条件下的迭代次数取平均值,得到32704,所有24组数据用相同的办法计算
迭代 | 平均 | 1 | 2 | 3 | 4 | |||
1 | 5424.4 | 32704 | 30090.1 | 50996.3 | 40485.6 | 9243.95 | ||
2 | 5424.8 | 32683.3 | 30002.7 | 50954.6 | 40538.7 | 9237.14 | ||
3 | 5709.3 | 33062.8 | 31753.7 | 50996.3 | 40897.9 | 8603.49 | ||
4 | 5747.4 | 33051.8 | 31663.3 | 50954.6 | 40901.8 | 8687.49 | ||
5 | 6005.1 | 33576 | 32505.5 | 51483.5 | 41654.5 | 8660.49 | ||
6 | 6023.5 | 33626.8 | 32531.9 | 51525.7 | 41737.1 | 8712.65 | ||
7 | 6843.3 | 33632 | 31663.3 | 51483.5 | 40525.9 | 10855.4 | ||
8 | 6857.7 | 33709.7 | 31753.7 | 51525.7 | 40573.9 | 10985.7 | ||
9 | 7086.6 | 34190.3 | 32531.9 | 51862.3 | 41389 | 10978.1 | ||
10 | 7105.6 | 34154.6 | 32505.5 | 51922.1 | 41268.8 | 10921.8 | ||
11 | 7545.4 | 33425.1 | 30002.7 | 51862.3 | 41513.9 | 10321.3 | ||
12 | 7605.5 | 33476.7 | 30090.1 | 51922.1 | 41536.3 | 10358.5 | ||
13 | 12656 | 35770.9 | 30654 | 51525.7 | 42017.5 | 18886.2 | ||
14 | 12684 | 35772.3 | 30680.8 | 51483.5 | 42017.5 | 18907.3 | ||
15 | 13114 | 36241.9 | 32402.5 | 51922.1 | 42441.4 | 18201.7 | ||
16 | 13161 | 36210.4 | 32367.4 | 51862.3 | 42441.4 | 18170.6 | ||
17 | 13386 | 36299.4 | 33163.8 | 50996.3 | 42961.3 | 18076.1 | ||
18 | 13427 | 36333.7 | 33251 | 50954.6 | 42961.3 | 18167.9 | ||
19 | 14800 | 36842.8 | 32367.4 | 51922.1 | 42005.1 | 21076.6 | ||
20 | 14851 | 36833.7 | 32402.5 | 51862.3 | 42005.1 | 21064.8 | ||
21 | 15045 | 37019 | 33251 | 50996.3 | 42833.4 | 20995.4 | ||
22 | 15063 | 36977.3 | 33163.8 | 50954.6 | 42833.4 | 20957.4 | ||
23 | 15519 | 36423.1 | 30680.8 | 51525.7 | 43077.7 | 20408.2 | ||
24 | 15572 | 36377.5 | 30654 | 51483.5 | 43077.7 | 20294.7 |
迭代次数曲线为
平均值曲线为
这两条曲线高度近似。
如果将迭代次数理解为时间,将结构理解为在某运动约束下做离散运动的点,所以这一结果暗示离散运动是可被分解的?