Inverse of matrix product












0












$begingroup$


Let A be an $ntimes n$ matrix and B be an $ntimes m$ matrix with $m<n$ can I use this identity?



$(AB)^{+}=B^+A^{-1}$



I am not sure that this is the right inverse of the product $AB$ if this is correct and works as the inverse of square matrices product can you give me a reference?
Otherwise I need ideas. Thanks










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  • 1




    $begingroup$
    $AB$ is not a square matrix. But you can write $(AB)^+ = B^+ A^+ = B^+ A^{-1}$ if $A$ has an inverse
    $endgroup$
    – Damien
    Jan 4 at 9:05


















0












$begingroup$


Let A be an $ntimes n$ matrix and B be an $ntimes m$ matrix with $m<n$ can I use this identity?



$(AB)^{+}=B^+A^{-1}$



I am not sure that this is the right inverse of the product $AB$ if this is correct and works as the inverse of square matrices product can you give me a reference?
Otherwise I need ideas. Thanks










share|cite|improve this question











$endgroup$








  • 1




    $begingroup$
    $AB$ is not a square matrix. But you can write $(AB)^+ = B^+ A^+ = B^+ A^{-1}$ if $A$ has an inverse
    $endgroup$
    – Damien
    Jan 4 at 9:05
















0












0








0





$begingroup$


Let A be an $ntimes n$ matrix and B be an $ntimes m$ matrix with $m<n$ can I use this identity?



$(AB)^{+}=B^+A^{-1}$



I am not sure that this is the right inverse of the product $AB$ if this is correct and works as the inverse of square matrices product can you give me a reference?
Otherwise I need ideas. Thanks










share|cite|improve this question











$endgroup$




Let A be an $ntimes n$ matrix and B be an $ntimes m$ matrix with $m<n$ can I use this identity?



$(AB)^{+}=B^+A^{-1}$



I am not sure that this is the right inverse of the product $AB$ if this is correct and works as the inverse of square matrices product can you give me a reference?
Otherwise I need ideas. Thanks







matrices inverse






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edited Jan 4 at 14:12







iacopo

















asked Jan 4 at 9:02









iacopoiacopo

1127




1127








  • 1




    $begingroup$
    $AB$ is not a square matrix. But you can write $(AB)^+ = B^+ A^+ = B^+ A^{-1}$ if $A$ has an inverse
    $endgroup$
    – Damien
    Jan 4 at 9:05
















  • 1




    $begingroup$
    $AB$ is not a square matrix. But you can write $(AB)^+ = B^+ A^+ = B^+ A^{-1}$ if $A$ has an inverse
    $endgroup$
    – Damien
    Jan 4 at 9:05










1




1




$begingroup$
$AB$ is not a square matrix. But you can write $(AB)^+ = B^+ A^+ = B^+ A^{-1}$ if $A$ has an inverse
$endgroup$
– Damien
Jan 4 at 9:05






$begingroup$
$AB$ is not a square matrix. But you can write $(AB)^+ = B^+ A^+ = B^+ A^{-1}$ if $A$ has an inverse
$endgroup$
– Damien
Jan 4 at 9:05












2 Answers
2






active

oldest

votes


















1












$begingroup$

I suppose that you are asking whether $(AB)^{color{red}{+}}=B^+A^{-1}$ rather than whether $(AB)^{color{red}{-1}}=B^+A^{-1}$. As other users have pointed out $AB$ is not a square matrix in general and it makes no sense to talk about $(AB)^{-1}$.



Is $(AB)^+=B^+A^{-1}$? Unfortunately, the answer is no. Out of the four defining properties of Moore-Penrose pseudoinverse, $B^+A^{-1}$ only satisfies three. In particular, $(AB)(AB)^+$ should be Hermitian, but that in general does not hold if you put $B^+A^{-1}$ in place of $(AB)^+$.






share|cite|improve this answer









$endgroup$













  • $begingroup$
    Correct and thank you
    $endgroup$
    – iacopo
    Jan 4 at 14:12



















0












$begingroup$

No, you cannot do that, since $AB$ is not a square matrix and therefore it has no inverse.






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    2 Answers
    2






    active

    oldest

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    2 Answers
    2






    active

    oldest

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    active

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    active

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    1












    $begingroup$

    I suppose that you are asking whether $(AB)^{color{red}{+}}=B^+A^{-1}$ rather than whether $(AB)^{color{red}{-1}}=B^+A^{-1}$. As other users have pointed out $AB$ is not a square matrix in general and it makes no sense to talk about $(AB)^{-1}$.



    Is $(AB)^+=B^+A^{-1}$? Unfortunately, the answer is no. Out of the four defining properties of Moore-Penrose pseudoinverse, $B^+A^{-1}$ only satisfies three. In particular, $(AB)(AB)^+$ should be Hermitian, but that in general does not hold if you put $B^+A^{-1}$ in place of $(AB)^+$.






    share|cite|improve this answer









    $endgroup$













    • $begingroup$
      Correct and thank you
      $endgroup$
      – iacopo
      Jan 4 at 14:12
















    1












    $begingroup$

    I suppose that you are asking whether $(AB)^{color{red}{+}}=B^+A^{-1}$ rather than whether $(AB)^{color{red}{-1}}=B^+A^{-1}$. As other users have pointed out $AB$ is not a square matrix in general and it makes no sense to talk about $(AB)^{-1}$.



    Is $(AB)^+=B^+A^{-1}$? Unfortunately, the answer is no. Out of the four defining properties of Moore-Penrose pseudoinverse, $B^+A^{-1}$ only satisfies three. In particular, $(AB)(AB)^+$ should be Hermitian, but that in general does not hold if you put $B^+A^{-1}$ in place of $(AB)^+$.






    share|cite|improve this answer









    $endgroup$













    • $begingroup$
      Correct and thank you
      $endgroup$
      – iacopo
      Jan 4 at 14:12














    1












    1








    1





    $begingroup$

    I suppose that you are asking whether $(AB)^{color{red}{+}}=B^+A^{-1}$ rather than whether $(AB)^{color{red}{-1}}=B^+A^{-1}$. As other users have pointed out $AB$ is not a square matrix in general and it makes no sense to talk about $(AB)^{-1}$.



    Is $(AB)^+=B^+A^{-1}$? Unfortunately, the answer is no. Out of the four defining properties of Moore-Penrose pseudoinverse, $B^+A^{-1}$ only satisfies three. In particular, $(AB)(AB)^+$ should be Hermitian, but that in general does not hold if you put $B^+A^{-1}$ in place of $(AB)^+$.






    share|cite|improve this answer









    $endgroup$



    I suppose that you are asking whether $(AB)^{color{red}{+}}=B^+A^{-1}$ rather than whether $(AB)^{color{red}{-1}}=B^+A^{-1}$. As other users have pointed out $AB$ is not a square matrix in general and it makes no sense to talk about $(AB)^{-1}$.



    Is $(AB)^+=B^+A^{-1}$? Unfortunately, the answer is no. Out of the four defining properties of Moore-Penrose pseudoinverse, $B^+A^{-1}$ only satisfies three. In particular, $(AB)(AB)^+$ should be Hermitian, but that in general does not hold if you put $B^+A^{-1}$ in place of $(AB)^+$.







    share|cite|improve this answer












    share|cite|improve this answer



    share|cite|improve this answer










    answered Jan 4 at 11:09









    user1551user1551

    73.4k566128




    73.4k566128












    • $begingroup$
      Correct and thank you
      $endgroup$
      – iacopo
      Jan 4 at 14:12


















    • $begingroup$
      Correct and thank you
      $endgroup$
      – iacopo
      Jan 4 at 14:12
















    $begingroup$
    Correct and thank you
    $endgroup$
    – iacopo
    Jan 4 at 14:12




    $begingroup$
    Correct and thank you
    $endgroup$
    – iacopo
    Jan 4 at 14:12











    0












    $begingroup$

    No, you cannot do that, since $AB$ is not a square matrix and therefore it has no inverse.






    share|cite|improve this answer









    $endgroup$


















      0












      $begingroup$

      No, you cannot do that, since $AB$ is not a square matrix and therefore it has no inverse.






      share|cite|improve this answer









      $endgroup$
















        0












        0








        0





        $begingroup$

        No, you cannot do that, since $AB$ is not a square matrix and therefore it has no inverse.






        share|cite|improve this answer









        $endgroup$



        No, you cannot do that, since $AB$ is not a square matrix and therefore it has no inverse.







        share|cite|improve this answer












        share|cite|improve this answer



        share|cite|improve this answer










        answered Jan 4 at 9:05









        José Carlos SantosJosé Carlos Santos

        165k22132235




        165k22132235






























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