Is $ f(A) = A + 2A^{T} $ an isomorphism of $ mathbb R^{5,5} $ onto itself?












5














I have problem with prove or disprove this hypothesis:




Is the linear transformation $ f in L(mathbb R^{5,5},mathbb R^{5,5}) $
$$ f(A) = A + 2A^{T} $$
an isomorphism of the space $ mathbb R^{5,5} $ onto itself?




In order to be an isomorphism, $f$ must be injective and surjective.



Checking if it is surjective:



Assume that as a result we want to get:
$$mathbf{Q} =
begin{bmatrix}
q_{11} & q_{12} & cdots & q_{1n} \
q_{21} & q_{22} & cdots & q_{2n} \
vdots & vdots & ddots & vdots \
q_{m1} & q_{m2} & cdots & q_{mn}
end{bmatrix} $$



and we put as argument $$ mathbf{A} =
begin{bmatrix}
a_{11} & a_{12} & cdots & a_{1n} \
a_{21} & a_{22} & cdots & a_{2n} \
vdots & vdots & ddots & vdots \
a_{m1} & a_{m2} & cdots & a_{mn}
end{bmatrix} $$

then choose $i,j$. Factors $a_{ij}$ $a_{ji}$ $q_{ij}$ $q_{ji}$ are only in this linear system:
$$q_{ij} = a_{ij} + 2a_{ji} wedge q_{ji} = a_{ji} + 2a_{ij}$$
so $$ a_{ij} = frac{2q_{ij}-q_{ji}}{3} $$ and $$ a_{ji} = frac{2q_{ji}-q_{ij}}{3} $$
so the factors $ a_{ij}$ $ a_{ji}$ are determined unambiguously. So it is surjective.



But how to deal with checking injectivity?



Suppose that $$ A+2A^T=B+2B^T $$
$$ A-B = 2(A^T-B^T) $$
and I don't know how to finish that.










share|cite|improve this question





























    5














    I have problem with prove or disprove this hypothesis:




    Is the linear transformation $ f in L(mathbb R^{5,5},mathbb R^{5,5}) $
    $$ f(A) = A + 2A^{T} $$
    an isomorphism of the space $ mathbb R^{5,5} $ onto itself?




    In order to be an isomorphism, $f$ must be injective and surjective.



    Checking if it is surjective:



    Assume that as a result we want to get:
    $$mathbf{Q} =
    begin{bmatrix}
    q_{11} & q_{12} & cdots & q_{1n} \
    q_{21} & q_{22} & cdots & q_{2n} \
    vdots & vdots & ddots & vdots \
    q_{m1} & q_{m2} & cdots & q_{mn}
    end{bmatrix} $$



    and we put as argument $$ mathbf{A} =
    begin{bmatrix}
    a_{11} & a_{12} & cdots & a_{1n} \
    a_{21} & a_{22} & cdots & a_{2n} \
    vdots & vdots & ddots & vdots \
    a_{m1} & a_{m2} & cdots & a_{mn}
    end{bmatrix} $$

    then choose $i,j$. Factors $a_{ij}$ $a_{ji}$ $q_{ij}$ $q_{ji}$ are only in this linear system:
    $$q_{ij} = a_{ij} + 2a_{ji} wedge q_{ji} = a_{ji} + 2a_{ij}$$
    so $$ a_{ij} = frac{2q_{ij}-q_{ji}}{3} $$ and $$ a_{ji} = frac{2q_{ji}-q_{ij}}{3} $$
    so the factors $ a_{ij}$ $ a_{ji}$ are determined unambiguously. So it is surjective.



    But how to deal with checking injectivity?



    Suppose that $$ A+2A^T=B+2B^T $$
    $$ A-B = 2(A^T-B^T) $$
    and I don't know how to finish that.










    share|cite|improve this question



























      5












      5








      5


      0





      I have problem with prove or disprove this hypothesis:




      Is the linear transformation $ f in L(mathbb R^{5,5},mathbb R^{5,5}) $
      $$ f(A) = A + 2A^{T} $$
      an isomorphism of the space $ mathbb R^{5,5} $ onto itself?




      In order to be an isomorphism, $f$ must be injective and surjective.



      Checking if it is surjective:



      Assume that as a result we want to get:
      $$mathbf{Q} =
      begin{bmatrix}
      q_{11} & q_{12} & cdots & q_{1n} \
      q_{21} & q_{22} & cdots & q_{2n} \
      vdots & vdots & ddots & vdots \
      q_{m1} & q_{m2} & cdots & q_{mn}
      end{bmatrix} $$



      and we put as argument $$ mathbf{A} =
      begin{bmatrix}
      a_{11} & a_{12} & cdots & a_{1n} \
      a_{21} & a_{22} & cdots & a_{2n} \
      vdots & vdots & ddots & vdots \
      a_{m1} & a_{m2} & cdots & a_{mn}
      end{bmatrix} $$

      then choose $i,j$. Factors $a_{ij}$ $a_{ji}$ $q_{ij}$ $q_{ji}$ are only in this linear system:
      $$q_{ij} = a_{ij} + 2a_{ji} wedge q_{ji} = a_{ji} + 2a_{ij}$$
      so $$ a_{ij} = frac{2q_{ij}-q_{ji}}{3} $$ and $$ a_{ji} = frac{2q_{ji}-q_{ij}}{3} $$
      so the factors $ a_{ij}$ $ a_{ji}$ are determined unambiguously. So it is surjective.



      But how to deal with checking injectivity?



      Suppose that $$ A+2A^T=B+2B^T $$
      $$ A-B = 2(A^T-B^T) $$
      and I don't know how to finish that.










      share|cite|improve this question















      I have problem with prove or disprove this hypothesis:




      Is the linear transformation $ f in L(mathbb R^{5,5},mathbb R^{5,5}) $
      $$ f(A) = A + 2A^{T} $$
      an isomorphism of the space $ mathbb R^{5,5} $ onto itself?




      In order to be an isomorphism, $f$ must be injective and surjective.



      Checking if it is surjective:



      Assume that as a result we want to get:
      $$mathbf{Q} =
      begin{bmatrix}
      q_{11} & q_{12} & cdots & q_{1n} \
      q_{21} & q_{22} & cdots & q_{2n} \
      vdots & vdots & ddots & vdots \
      q_{m1} & q_{m2} & cdots & q_{mn}
      end{bmatrix} $$



      and we put as argument $$ mathbf{A} =
      begin{bmatrix}
      a_{11} & a_{12} & cdots & a_{1n} \
      a_{21} & a_{22} & cdots & a_{2n} \
      vdots & vdots & ddots & vdots \
      a_{m1} & a_{m2} & cdots & a_{mn}
      end{bmatrix} $$

      then choose $i,j$. Factors $a_{ij}$ $a_{ji}$ $q_{ij}$ $q_{ji}$ are only in this linear system:
      $$q_{ij} = a_{ij} + 2a_{ji} wedge q_{ji} = a_{ji} + 2a_{ij}$$
      so $$ a_{ij} = frac{2q_{ij}-q_{ji}}{3} $$ and $$ a_{ji} = frac{2q_{ji}-q_{ij}}{3} $$
      so the factors $ a_{ij}$ $ a_{ji}$ are determined unambiguously. So it is surjective.



      But how to deal with checking injectivity?



      Suppose that $$ A+2A^T=B+2B^T $$
      $$ A-B = 2(A^T-B^T) $$
      and I don't know how to finish that.







      linear-algebra matrices vector-space-isomorphism






      share|cite|improve this question















      share|cite|improve this question













      share|cite|improve this question




      share|cite|improve this question








      edited yesterday









      greedoid

      38.2k114797




      38.2k114797










      asked yesterday









      VirtualUser

      49111




      49111






















          5 Answers
          5






          active

          oldest

          votes


















          6














          Hint:



          Check if the kernel of this transformation is trivial. This is enough to establish if it is isomorphism:
          $$begin{eqnarray}
          f(A) =0
          &implies &A=-2A^T \
          &implies &A^T=(-2A^T)^T \
          &implies &A^T = -2A \
          &implies &A =4A \
          &implies &A=0
          end{eqnarray}
          $$






          share|cite|improve this answer























          • By trivial you mean $ vec{0} $?
            – VirtualUser
            yesterday










          • Yes, that is correct.
            – greedoid
            yesterday










          • Chm.. can you explain this step? $ A^T = -2A rightarrow A =4A $
            – VirtualUser
            yesterday












          • Just plug second line in first
            – greedoid
            yesterday










          • Ahh, that's great, but unfortunately I can't use that because I haven't got this theorem on my lecture... But it is really smart
            – VirtualUser
            yesterday





















          2














          You have $A-B = 2(A-B)^top$.
          This implies $a_{ij} - b_{ij} = 2 (a_{ji} - b_{ji}) = 4(a_{ij} - b_{ij})$, so...






          share|cite|improve this answer





























            1














            You're already done. Since the map is from $mathbb R^{5times 5}$ to $mathbb R^{5times 5}$, checking that it's surjective (that it has full rank) also tells you that it's injective (that it has nullity $0$) by the rank-nullity theorem.






            share|cite|improve this answer





























              0














              Hint:



              It suffices to check that $f$ is surjective. For any matrix $B$ we have
              $$fleft(-frac13B + frac23B^Tright) = B$$





              It you are wondering how we got this, assume $A+2A^T = B$. Then $A^T + 2A = B^T$ so $$B + B^T = 3(A+A^T)$$
              Now it follows $$A = B^T - (A+A^T) = B^T - frac13(B + B^T) = -frac13B + frac23B^T$$






              share|cite|improve this answer





















              • This seems to already be contained in the question post.
                – Misha Lavrov
                yesterday










              • @MishaLavrov Oops, I missed it. Still, here it is done slightly cleaner, without coordinates.
                – mechanodroid
                yesterday



















              0














              When you say
              $$
              a_{ij}=frac{2q_{ji}-q_{ij}}{3}
              $$

              (I fixed the indices) is “determined unambiguously”, you have proved both surjectivity and injectivity. There is at most one matrix $mathbf{A}$ such that $f(mathbf{A})=mathbf{Q}$. And there is one, determined in the way you did (after fixing the small mistake).





              On the other hand, a linear map $Lcolon Vto V$, where $V$ is a finite dimensional vector space, is injective if and only if it is surjective, because of the rank-nullity theorem. Therefore just one of the properties needs to be checked for.



              You don't need to go to the level of matrix entries in order to prove surjectivity. Given $Q$ you want to find $A$ such that $f(A)=Q$, that is, $A+2A^T=Q$. If such matrix exists, then also
              $$
              A^T+2A=Q^T
              $$

              and so $2A^T+4A=2Q^T$; thus
              $$
              Q-2Q^T=A+2A^T-2A^T-4A=-3A
              $$

              so
              $$
              A=frac{1}{3}(2Q^{T}-Q)
              $$

              is the only possible one. Since
              $$
              fleft(frac{1}{3}(2Q^{T}-Q)right)=Q
              $$

              as it can be readily checked, you have surjectivity and injectivity.



              Checking directly for injectivity is easier, though.






              share|cite|improve this answer





















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                5 Answers
                5






                active

                oldest

                votes








                5 Answers
                5






                active

                oldest

                votes









                active

                oldest

                votes






                active

                oldest

                votes









                6














                Hint:



                Check if the kernel of this transformation is trivial. This is enough to establish if it is isomorphism:
                $$begin{eqnarray}
                f(A) =0
                &implies &A=-2A^T \
                &implies &A^T=(-2A^T)^T \
                &implies &A^T = -2A \
                &implies &A =4A \
                &implies &A=0
                end{eqnarray}
                $$






                share|cite|improve this answer























                • By trivial you mean $ vec{0} $?
                  – VirtualUser
                  yesterday










                • Yes, that is correct.
                  – greedoid
                  yesterday










                • Chm.. can you explain this step? $ A^T = -2A rightarrow A =4A $
                  – VirtualUser
                  yesterday












                • Just plug second line in first
                  – greedoid
                  yesterday










                • Ahh, that's great, but unfortunately I can't use that because I haven't got this theorem on my lecture... But it is really smart
                  – VirtualUser
                  yesterday


















                6














                Hint:



                Check if the kernel of this transformation is trivial. This is enough to establish if it is isomorphism:
                $$begin{eqnarray}
                f(A) =0
                &implies &A=-2A^T \
                &implies &A^T=(-2A^T)^T \
                &implies &A^T = -2A \
                &implies &A =4A \
                &implies &A=0
                end{eqnarray}
                $$






                share|cite|improve this answer























                • By trivial you mean $ vec{0} $?
                  – VirtualUser
                  yesterday










                • Yes, that is correct.
                  – greedoid
                  yesterday










                • Chm.. can you explain this step? $ A^T = -2A rightarrow A =4A $
                  – VirtualUser
                  yesterday












                • Just plug second line in first
                  – greedoid
                  yesterday










                • Ahh, that's great, but unfortunately I can't use that because I haven't got this theorem on my lecture... But it is really smart
                  – VirtualUser
                  yesterday
















                6












                6








                6






                Hint:



                Check if the kernel of this transformation is trivial. This is enough to establish if it is isomorphism:
                $$begin{eqnarray}
                f(A) =0
                &implies &A=-2A^T \
                &implies &A^T=(-2A^T)^T \
                &implies &A^T = -2A \
                &implies &A =4A \
                &implies &A=0
                end{eqnarray}
                $$






                share|cite|improve this answer














                Hint:



                Check if the kernel of this transformation is trivial. This is enough to establish if it is isomorphism:
                $$begin{eqnarray}
                f(A) =0
                &implies &A=-2A^T \
                &implies &A^T=(-2A^T)^T \
                &implies &A^T = -2A \
                &implies &A =4A \
                &implies &A=0
                end{eqnarray}
                $$







                share|cite|improve this answer














                share|cite|improve this answer



                share|cite|improve this answer








                edited yesterday

























                answered yesterday









                greedoid

                38.2k114797




                38.2k114797












                • By trivial you mean $ vec{0} $?
                  – VirtualUser
                  yesterday










                • Yes, that is correct.
                  – greedoid
                  yesterday










                • Chm.. can you explain this step? $ A^T = -2A rightarrow A =4A $
                  – VirtualUser
                  yesterday












                • Just plug second line in first
                  – greedoid
                  yesterday










                • Ahh, that's great, but unfortunately I can't use that because I haven't got this theorem on my lecture... But it is really smart
                  – VirtualUser
                  yesterday




















                • By trivial you mean $ vec{0} $?
                  – VirtualUser
                  yesterday










                • Yes, that is correct.
                  – greedoid
                  yesterday










                • Chm.. can you explain this step? $ A^T = -2A rightarrow A =4A $
                  – VirtualUser
                  yesterday












                • Just plug second line in first
                  – greedoid
                  yesterday










                • Ahh, that's great, but unfortunately I can't use that because I haven't got this theorem on my lecture... But it is really smart
                  – VirtualUser
                  yesterday


















                By trivial you mean $ vec{0} $?
                – VirtualUser
                yesterday




                By trivial you mean $ vec{0} $?
                – VirtualUser
                yesterday












                Yes, that is correct.
                – greedoid
                yesterday




                Yes, that is correct.
                – greedoid
                yesterday












                Chm.. can you explain this step? $ A^T = -2A rightarrow A =4A $
                – VirtualUser
                yesterday






                Chm.. can you explain this step? $ A^T = -2A rightarrow A =4A $
                – VirtualUser
                yesterday














                Just plug second line in first
                – greedoid
                yesterday




                Just plug second line in first
                – greedoid
                yesterday












                Ahh, that's great, but unfortunately I can't use that because I haven't got this theorem on my lecture... But it is really smart
                – VirtualUser
                yesterday






                Ahh, that's great, but unfortunately I can't use that because I haven't got this theorem on my lecture... But it is really smart
                – VirtualUser
                yesterday













                2














                You have $A-B = 2(A-B)^top$.
                This implies $a_{ij} - b_{ij} = 2 (a_{ji} - b_{ji}) = 4(a_{ij} - b_{ij})$, so...






                share|cite|improve this answer


























                  2














                  You have $A-B = 2(A-B)^top$.
                  This implies $a_{ij} - b_{ij} = 2 (a_{ji} - b_{ji}) = 4(a_{ij} - b_{ij})$, so...






                  share|cite|improve this answer
























                    2












                    2








                    2






                    You have $A-B = 2(A-B)^top$.
                    This implies $a_{ij} - b_{ij} = 2 (a_{ji} - b_{ji}) = 4(a_{ij} - b_{ij})$, so...






                    share|cite|improve this answer












                    You have $A-B = 2(A-B)^top$.
                    This implies $a_{ij} - b_{ij} = 2 (a_{ji} - b_{ji}) = 4(a_{ij} - b_{ij})$, so...







                    share|cite|improve this answer












                    share|cite|improve this answer



                    share|cite|improve this answer










                    answered yesterday









                    angryavian

                    39.1k23180




                    39.1k23180























                        1














                        You're already done. Since the map is from $mathbb R^{5times 5}$ to $mathbb R^{5times 5}$, checking that it's surjective (that it has full rank) also tells you that it's injective (that it has nullity $0$) by the rank-nullity theorem.






                        share|cite|improve this answer


























                          1














                          You're already done. Since the map is from $mathbb R^{5times 5}$ to $mathbb R^{5times 5}$, checking that it's surjective (that it has full rank) also tells you that it's injective (that it has nullity $0$) by the rank-nullity theorem.






                          share|cite|improve this answer
























                            1












                            1








                            1






                            You're already done. Since the map is from $mathbb R^{5times 5}$ to $mathbb R^{5times 5}$, checking that it's surjective (that it has full rank) also tells you that it's injective (that it has nullity $0$) by the rank-nullity theorem.






                            share|cite|improve this answer












                            You're already done. Since the map is from $mathbb R^{5times 5}$ to $mathbb R^{5times 5}$, checking that it's surjective (that it has full rank) also tells you that it's injective (that it has nullity $0$) by the rank-nullity theorem.







                            share|cite|improve this answer












                            share|cite|improve this answer



                            share|cite|improve this answer










                            answered yesterday









                            Misha Lavrov

                            43.9k555105




                            43.9k555105























                                0














                                Hint:



                                It suffices to check that $f$ is surjective. For any matrix $B$ we have
                                $$fleft(-frac13B + frac23B^Tright) = B$$





                                It you are wondering how we got this, assume $A+2A^T = B$. Then $A^T + 2A = B^T$ so $$B + B^T = 3(A+A^T)$$
                                Now it follows $$A = B^T - (A+A^T) = B^T - frac13(B + B^T) = -frac13B + frac23B^T$$






                                share|cite|improve this answer





















                                • This seems to already be contained in the question post.
                                  – Misha Lavrov
                                  yesterday










                                • @MishaLavrov Oops, I missed it. Still, here it is done slightly cleaner, without coordinates.
                                  – mechanodroid
                                  yesterday
















                                0














                                Hint:



                                It suffices to check that $f$ is surjective. For any matrix $B$ we have
                                $$fleft(-frac13B + frac23B^Tright) = B$$





                                It you are wondering how we got this, assume $A+2A^T = B$. Then $A^T + 2A = B^T$ so $$B + B^T = 3(A+A^T)$$
                                Now it follows $$A = B^T - (A+A^T) = B^T - frac13(B + B^T) = -frac13B + frac23B^T$$






                                share|cite|improve this answer





















                                • This seems to already be contained in the question post.
                                  – Misha Lavrov
                                  yesterday










                                • @MishaLavrov Oops, I missed it. Still, here it is done slightly cleaner, without coordinates.
                                  – mechanodroid
                                  yesterday














                                0












                                0








                                0






                                Hint:



                                It suffices to check that $f$ is surjective. For any matrix $B$ we have
                                $$fleft(-frac13B + frac23B^Tright) = B$$





                                It you are wondering how we got this, assume $A+2A^T = B$. Then $A^T + 2A = B^T$ so $$B + B^T = 3(A+A^T)$$
                                Now it follows $$A = B^T - (A+A^T) = B^T - frac13(B + B^T) = -frac13B + frac23B^T$$






                                share|cite|improve this answer












                                Hint:



                                It suffices to check that $f$ is surjective. For any matrix $B$ we have
                                $$fleft(-frac13B + frac23B^Tright) = B$$





                                It you are wondering how we got this, assume $A+2A^T = B$. Then $A^T + 2A = B^T$ so $$B + B^T = 3(A+A^T)$$
                                Now it follows $$A = B^T - (A+A^T) = B^T - frac13(B + B^T) = -frac13B + frac23B^T$$







                                share|cite|improve this answer












                                share|cite|improve this answer



                                share|cite|improve this answer










                                answered yesterday









                                mechanodroid

                                27k62447




                                27k62447












                                • This seems to already be contained in the question post.
                                  – Misha Lavrov
                                  yesterday










                                • @MishaLavrov Oops, I missed it. Still, here it is done slightly cleaner, without coordinates.
                                  – mechanodroid
                                  yesterday


















                                • This seems to already be contained in the question post.
                                  – Misha Lavrov
                                  yesterday










                                • @MishaLavrov Oops, I missed it. Still, here it is done slightly cleaner, without coordinates.
                                  – mechanodroid
                                  yesterday
















                                This seems to already be contained in the question post.
                                – Misha Lavrov
                                yesterday




                                This seems to already be contained in the question post.
                                – Misha Lavrov
                                yesterday












                                @MishaLavrov Oops, I missed it. Still, here it is done slightly cleaner, without coordinates.
                                – mechanodroid
                                yesterday




                                @MishaLavrov Oops, I missed it. Still, here it is done slightly cleaner, without coordinates.
                                – mechanodroid
                                yesterday











                                0














                                When you say
                                $$
                                a_{ij}=frac{2q_{ji}-q_{ij}}{3}
                                $$

                                (I fixed the indices) is “determined unambiguously”, you have proved both surjectivity and injectivity. There is at most one matrix $mathbf{A}$ such that $f(mathbf{A})=mathbf{Q}$. And there is one, determined in the way you did (after fixing the small mistake).





                                On the other hand, a linear map $Lcolon Vto V$, where $V$ is a finite dimensional vector space, is injective if and only if it is surjective, because of the rank-nullity theorem. Therefore just one of the properties needs to be checked for.



                                You don't need to go to the level of matrix entries in order to prove surjectivity. Given $Q$ you want to find $A$ such that $f(A)=Q$, that is, $A+2A^T=Q$. If such matrix exists, then also
                                $$
                                A^T+2A=Q^T
                                $$

                                and so $2A^T+4A=2Q^T$; thus
                                $$
                                Q-2Q^T=A+2A^T-2A^T-4A=-3A
                                $$

                                so
                                $$
                                A=frac{1}{3}(2Q^{T}-Q)
                                $$

                                is the only possible one. Since
                                $$
                                fleft(frac{1}{3}(2Q^{T}-Q)right)=Q
                                $$

                                as it can be readily checked, you have surjectivity and injectivity.



                                Checking directly for injectivity is easier, though.






                                share|cite|improve this answer


























                                  0














                                  When you say
                                  $$
                                  a_{ij}=frac{2q_{ji}-q_{ij}}{3}
                                  $$

                                  (I fixed the indices) is “determined unambiguously”, you have proved both surjectivity and injectivity. There is at most one matrix $mathbf{A}$ such that $f(mathbf{A})=mathbf{Q}$. And there is one, determined in the way you did (after fixing the small mistake).





                                  On the other hand, a linear map $Lcolon Vto V$, where $V$ is a finite dimensional vector space, is injective if and only if it is surjective, because of the rank-nullity theorem. Therefore just one of the properties needs to be checked for.



                                  You don't need to go to the level of matrix entries in order to prove surjectivity. Given $Q$ you want to find $A$ such that $f(A)=Q$, that is, $A+2A^T=Q$. If such matrix exists, then also
                                  $$
                                  A^T+2A=Q^T
                                  $$

                                  and so $2A^T+4A=2Q^T$; thus
                                  $$
                                  Q-2Q^T=A+2A^T-2A^T-4A=-3A
                                  $$

                                  so
                                  $$
                                  A=frac{1}{3}(2Q^{T}-Q)
                                  $$

                                  is the only possible one. Since
                                  $$
                                  fleft(frac{1}{3}(2Q^{T}-Q)right)=Q
                                  $$

                                  as it can be readily checked, you have surjectivity and injectivity.



                                  Checking directly for injectivity is easier, though.






                                  share|cite|improve this answer
























                                    0












                                    0








                                    0






                                    When you say
                                    $$
                                    a_{ij}=frac{2q_{ji}-q_{ij}}{3}
                                    $$

                                    (I fixed the indices) is “determined unambiguously”, you have proved both surjectivity and injectivity. There is at most one matrix $mathbf{A}$ such that $f(mathbf{A})=mathbf{Q}$. And there is one, determined in the way you did (after fixing the small mistake).





                                    On the other hand, a linear map $Lcolon Vto V$, where $V$ is a finite dimensional vector space, is injective if and only if it is surjective, because of the rank-nullity theorem. Therefore just one of the properties needs to be checked for.



                                    You don't need to go to the level of matrix entries in order to prove surjectivity. Given $Q$ you want to find $A$ such that $f(A)=Q$, that is, $A+2A^T=Q$. If such matrix exists, then also
                                    $$
                                    A^T+2A=Q^T
                                    $$

                                    and so $2A^T+4A=2Q^T$; thus
                                    $$
                                    Q-2Q^T=A+2A^T-2A^T-4A=-3A
                                    $$

                                    so
                                    $$
                                    A=frac{1}{3}(2Q^{T}-Q)
                                    $$

                                    is the only possible one. Since
                                    $$
                                    fleft(frac{1}{3}(2Q^{T}-Q)right)=Q
                                    $$

                                    as it can be readily checked, you have surjectivity and injectivity.



                                    Checking directly for injectivity is easier, though.






                                    share|cite|improve this answer












                                    When you say
                                    $$
                                    a_{ij}=frac{2q_{ji}-q_{ij}}{3}
                                    $$

                                    (I fixed the indices) is “determined unambiguously”, you have proved both surjectivity and injectivity. There is at most one matrix $mathbf{A}$ such that $f(mathbf{A})=mathbf{Q}$. And there is one, determined in the way you did (after fixing the small mistake).





                                    On the other hand, a linear map $Lcolon Vto V$, where $V$ is a finite dimensional vector space, is injective if and only if it is surjective, because of the rank-nullity theorem. Therefore just one of the properties needs to be checked for.



                                    You don't need to go to the level of matrix entries in order to prove surjectivity. Given $Q$ you want to find $A$ such that $f(A)=Q$, that is, $A+2A^T=Q$. If such matrix exists, then also
                                    $$
                                    A^T+2A=Q^T
                                    $$

                                    and so $2A^T+4A=2Q^T$; thus
                                    $$
                                    Q-2Q^T=A+2A^T-2A^T-4A=-3A
                                    $$

                                    so
                                    $$
                                    A=frac{1}{3}(2Q^{T}-Q)
                                    $$

                                    is the only possible one. Since
                                    $$
                                    fleft(frac{1}{3}(2Q^{T}-Q)right)=Q
                                    $$

                                    as it can be readily checked, you have surjectivity and injectivity.



                                    Checking directly for injectivity is easier, though.







                                    share|cite|improve this answer












                                    share|cite|improve this answer



                                    share|cite|improve this answer










                                    answered yesterday









                                    egreg

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