
>>  H=hilb(4);H1=inv(H),norm(H*H1-eye(4))H1 =1.0e+03 *0.0160   -0.1200    0.2400   -0.1400-0.1200    1.2000   -2.7000    1.68000.2400   -2.7000    6.4800   -4.2000-0.1400    1.6800   -4.2000    2.8000ans =2.8455e-13矩阵维数较大,警告: 矩阵接近奇异值,或者缩放错误。结果可能不准确。RCOND = 1.334996e-18。

>> H=sym(hilb(7));H1=inv(H)%7*7逆矩阵H1 =[    49,    -1176,      8820,    -29400,      48510,     -38808,     12012]
[ -1176,    37632,   -317520,   1128960,   -1940400,    1596672,   -504504]
[  8820,  -317520,   2857680, -10584000,   18711000,  -15717240,   5045040]
[-29400,  1128960, -10584000,  40320000,  -72765000,   62092800, -20180160]
[ 48510, -1940400,  18711000, -72765000,  133402500, -115259760,  37837800]
[-38808,  1596672, -15717240,  62092800, -115259760,  100590336, -33297264]
[ 12012,  -504504,   5045040, -20180160,   37837800,  -33297264,  11099088]>> H=sym(hilb(50));norm(H*inv(H)-eye(size(H))) ans =0
>> A=[16 2 3 13; 5 11 10 8; 9 7 6 12; 4 14 15 1]; B=inv(A), A*B
 警告: 矩阵接近奇异值,或者缩放错误。结果可能不准确。RCOND =  4.625929e-18。 
  
B =
1.0e+15 *
   -0.2649   -0.7948    0.7948    0.2649
    -0.7948   -2.3843    2.3843    0.7948
     0.7948    2.3843   -2.3843   -0.7948
     0.2649    0.7948   -0.7948   -0.2649
 ans =
    1.5000         0    2.0000    0.5000
    -1.0000   -2.0000    3.0000    2.2500
    -0.5000   -4.0000    4.0000    0.5000
    -1.1250   -5.2500    5.3750    3.0312
>> inv(A)%符号运算,说明A奇异矩阵ans =[Inf, Inf, Inf, Inf]
[Inf, Inf, Inf, Inf]
[Inf, Inf, Inf, Inf]
[Inf, Inf, Inf, Inf] 
>> a=sym('a%d',[1,4]); H=hankel(a); inv(H)ans =[   0,        0,                      0,                                1/a4]
[   0,        0,                   1/a4,                            -a3/a4^2]
[   0,     1/a4,               -a3/a4^2,              -(- a3^2 + a2*a4)/a4^3]
[1/a4, -a3/a4^2, -(- a3^2 + a2*a4)/a4^3, -(a3^3 - 2*a2*a3*a4 + a1*a4^2)/a4^4]

 伪逆矩阵穆尔-彭罗斯广义逆矩阵_百度百科 (baidu.com)
>> A=[16 2 3 13; 5 11 10 8; 9 7 6 12; 4 14 15 1]; B=pinv(A),A*BB =0.1011   -0.0739   -0.0614    0.0636-0.0364    0.0386    0.0261    0.00110.0136   -0.0114   -0.0239    0.0511-0.0489    0.0761    0.0886   -0.0864ans =0.9500   -0.1500    0.1500    0.0500-0.1500    0.5500    0.4500    0.15000.1500    0.4500    0.5500   -0.15000.0500    0.1500   -0.1500    0.9500奇异矩阵的伪逆
>> norm(A*B*A-A), norm(B*A*B-B),norm(A*B-(A*B)'), norm(B*A-(B*A)')ans =1.5830e-14ans =4.8420e-17ans =6.5232e-16ans =8.5181e-16>> pinv(B), norm(ans-A)ans =16.0000    2.0000    3.0000   13.00005.0000   11.0000   10.0000    8.00009.0000    7.0000    6.0000   12.00004.0000   14.0000   15.0000    1.0000ans =2.0603e-14对得到的伪逆再求一次伪逆,就可以还原出来原矩阵

>> A=[6,1,4,2,1; 3,0,1,4,2; -3,-2,-5,8,4]; rank(A)%秩=2ans =2 %长方形,奇异矩阵>>  iA=pinv(A), norm(A*iA*A-A), norm(iA*A-A'*iA'), norm(iA*A-A'*iA'), norm(A*iA-iA'*A')iA =0.0730    0.0413   -0.02210.0108    0.0020   -0.01560.0459    0.0178   -0.03850.0327    0.0431    0.06380.0164    0.0215    0.0319ans =6.4142e-15ans =2.8268e-16ans =2.8268e-16ans =1.4947e-16