Drazin 逆矩阵

Question

是否有计算奇异矩阵 Drazin inverse 的算法？我想在 MATLAB 或 Mathematica 中应用它。

Answer 1

阅读这篇文章：

Fanbin Bu and Yimin Wei, The algorithm for computing the Drazin inverses of two-variable polynomial matrices, Applied mathematics and computation 147.3 (2004): 805-836.

附录中有几个MATLAB代码。第一个是这样的：

function DrazinInverse1a = DrazinInverse1(a)
%-----------------------------------------
%Compute the Drazin Inverse of a matrix 'a' using the limited algorithm.
%Need computing the index of 'a'.
global q1 q2 s1 s2
[m,n] = size(a);
if m~= n
    disp('Matrix is must be square!')
end
%-----------------------------------------
% Computer the index of A and note r = rank(A^k).
[k,r,a1,a] = index(a);
F = eye(n);
g = -trace(a);
g = collect(g);
for i = 1:r-1
    G = g*eye(n);
    F = a*F+G;
    g = -trace(a*F)/(i+1);
    g = collect(g);
end
DrazinInverse1a = a1*F;
DrazinInverse1a = -1/g*DrazinInverse1a;
DrazinInverse1a = simplify(DrazinInverse1a);
end

function [k,r,a1,a] = index(a)
%To compute the index of 'a'.
k = 0;
n = length(a);
r = n;
a0 = a;
r1 = rank(a);
a1 = eye(n);
while r ~= r1
    r = r1;
    a1 = a;
    a = a*a0;
    r1 = rank(a);
    k = k+1;
end
r = sym2poly(r);
end

Drazin 逆矩阵

Drazin inverse of a matrix

matlab

matrix

linear-algebra