Skip to main content
reduced the size of the figure, to make the math more similar to the rest of the post
Source Link
Carlo Beenakker
  • 188.1k
  • 18
  • 448
  • 651

I accidently found a class of rank-deficient square matrices that are their own Moore-Penrose pseudo inverse:

$$\boldsymbol{A}\in\mathbb{R}^{n\times n}: a_{(i,i)}=n-1,\, a_{\lbrace i,j\rbrace}=-1\implies\Big(\frac{1}{n}\boldsymbol{A}\Big)^+ =\Big(\frac{1}{n}\boldsymbol{A}\Big)$$

as an exemplary $4\times 4$ calculation done with WA demonstrates

4by4 pseudo unit-matrix

Questions:

  • have all Moore-Penrose "pseudo unit-matrices" been characterized, what about other kinds of pseudo inverses?
  • do these "pseudo unit-matrices" play a special role in the theory of pseudo inverses, resp., in linear algebra?

I accidently found a class of rank-deficient square matrices that are their own Moore-Penrose pseudo inverse:

$$\boldsymbol{A}\in\mathbb{R}^{n\times n}: a_{(i,i)}=n-1,\, a_{\lbrace i,j\rbrace}=-1\implies\Big(\frac{1}{n}\boldsymbol{A}\Big)^+ =\Big(\frac{1}{n}\boldsymbol{A}\Big)$$

as an exemplary $4\times 4$ calculation done with WA demonstrates

4by4 pseudo unit-matrix

Questions:

  • have all Moore-Penrose "pseudo unit-matrices" been characterized, what about other kinds of pseudo inverses?
  • do these "pseudo unit-matrices" play a special role in the theory of pseudo inverses, resp., in linear algebra?

I accidently found a class of rank-deficient square matrices that are their own Moore-Penrose pseudo inverse:

$$\boldsymbol{A}\in\mathbb{R}^{n\times n}: a_{(i,i)}=n-1,\, a_{\lbrace i,j\rbrace}=-1\implies\Big(\frac{1}{n}\boldsymbol{A}\Big)^+ =\Big(\frac{1}{n}\boldsymbol{A}\Big)$$

as an exemplary $4\times 4$ calculation done with WA demonstrates

Questions:

  • have all Moore-Penrose "pseudo unit-matrices" been characterized, what about other kinds of pseudo inverses?
  • do these "pseudo unit-matrices" play a special role in the theory of pseudo inverses, resp., in linear algebra?
Source Link
Manfred Weis
  • 13.2k
  • 4
  • 34
  • 76

Characterization of pseudo unit-matrices

I accidently found a class of rank-deficient square matrices that are their own Moore-Penrose pseudo inverse:

$$\boldsymbol{A}\in\mathbb{R}^{n\times n}: a_{(i,i)}=n-1,\, a_{\lbrace i,j\rbrace}=-1\implies\Big(\frac{1}{n}\boldsymbol{A}\Big)^+ =\Big(\frac{1}{n}\boldsymbol{A}\Big)$$

as an exemplary $4\times 4$ calculation done with WA demonstrates

4by4 pseudo unit-matrix

Questions:

  • have all Moore-Penrose "pseudo unit-matrices" been characterized, what about other kinds of pseudo inverses?
  • do these "pseudo unit-matrices" play a special role in the theory of pseudo inverses, resp., in linear algebra?