Let the matrix $A=[a_{ij}]_{n×n}$ be defined by $a_{ij}=gcd(i,j )$. How prove that $A$ is invertible, and...












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Let $A=[a_{ij}]_{n×n}$ be the matrix defined by letting $a_{ij}$ be the rational number such that $$a_{ij}=gcd(i,j ).$$ How prove that $A$ is invertible, and compute $det(A)$? thanks in advance










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    14












    $begingroup$


    Let $A=[a_{ij}]_{n×n}$ be the matrix defined by letting $a_{ij}$ be the rational number such that $$a_{ij}=gcd(i,j ).$$ How prove that $A$ is invertible, and compute $det(A)$? thanks in advance










    share|cite|improve this question











    $endgroup$















      14












      14








      14


      10



      $begingroup$


      Let $A=[a_{ij}]_{n×n}$ be the matrix defined by letting $a_{ij}$ be the rational number such that $$a_{ij}=gcd(i,j ).$$ How prove that $A$ is invertible, and compute $det(A)$? thanks in advance










      share|cite|improve this question











      $endgroup$




      Let $A=[a_{ij}]_{n×n}$ be the matrix defined by letting $a_{ij}$ be the rational number such that $$a_{ij}=gcd(i,j ).$$ How prove that $A$ is invertible, and compute $det(A)$? thanks in advance







      linear-algebra matrices contest-math determinant






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      edited Jul 13 '13 at 22:01









      Julien

      38.6k358129




      38.6k358129










      asked Feb 10 '13 at 19:59









      M.HM.H

      7,2621554




      7,2621554






















          2 Answers
          2






          active

          oldest

          votes


















          15












          $begingroup$

          There is a general trick that applies to this case.



          Assume a matrix $A=(a_{i,j})$ is such that there exists a function $psi$ such that
          $$
          a_{i,j}=sum_{k|i,k|j}psi(k)
          $$
          for all $i,j$.



          Then
          $$
          det A=psi(1)psi(2)cdotspsi(n).
          $$
          To see this, consider the matrix $B=(b_{i,j})$ such that $b_{i,j}=1$ if $i|j$ and $b_{i,j}=0$ otherwise. Note that $B$ is upper-triangular with ones on the diagonal, so its determinant is $1$.



          Now let $C$ be the diagonal matrix whose diagonal is $(psi(1),ldots,psi(n))$.



          A matrix product computation shows that
          $$
          A=B^tCBquadmbox{hence}quad det A=(det B)^2det C=psi(1)cdotspsi(n).
          $$



          Now going back to your question.
          Consider Euler's totient function $phi$.
          It is well-known that
          $$
          m=sum_{k|m}phi(k)
          $$
          so
          $$
          a_{i,j}=gcd(i,j)=sum_{k|gcd(i,j)}phi(k)=sum_{k|i,k|j}phi(k).
          $$



          Applying the general result above, we find:
          $$
          det A=phi(1)phi(2)cdotsphi(n).
          $$






          share|cite|improve this answer











          $endgroup$













          • $begingroup$
            hi your approach is so nice thanks
            $endgroup$
            – M.H
            Feb 10 '13 at 20:45












          • $begingroup$
            @MaisamHedyelloo Thanks. I've always liked this exercise.
            $endgroup$
            – Julien
            Feb 10 '13 at 20:56










          • $begingroup$
            I'll just add that the identity $m=sum_{k|m}phi(k)$ is proved here.
            $endgroup$
            – Arnaud D.
            Nov 27 '18 at 15:13



















          4












          $begingroup$

          This is a nice result. We have
          $$ det(A)= phi(1)phi(2)dotsphi(n), $$
          where $phi$ is Euler's phi function, $phi(n)$ being the number of positive integers $ile n$ that are relatively prime with $n$. It satisfies
          $$ sum_{jmid n}phi(j)=n, $$
          which we use below.



          Let's write $a_n$ for the determinant of the $ntimes n$ version of $A$. The sequence $a_1,a_2,a_3,dots$ begins $$ 1, 1, 2, 4, 16, 32, 192, dots $$
          which OEIS catalogs as $A001088$.



          A cute short proof that only uses basic linear algebra (LDU decomposition) appears in a recent note,




          Warren P. Johnson. An $LDU$ Factorization in Elementary Number Theory, Math. Mag. 76 (5), (2003), 392–394. MR1573717.




          What one shows is that
          $$ A=LPhi L^T $$ where $L$ is the $ntimes n$ matrix whose $i,j$ entry
          is $1$ if $j$ divides $i$, and is $0$ otherwise, and $Phi$ is the diagonal matrix whose $i,i$ entry is $phi(n)$. Note that $L$ is lower diagonal, with $1$s as entries along its main diagonal, so $det(L)=det(L^T)=1$, and the result follows once we prove that $A=LPhi L^T$, as claimed. Johnson calls this Le Paige's result, who established it to compute $det(A)$ (originally found by H. J. S. Smith around 1875, according to the references at the OEIS site).



          To prove Le Paige's result, simply expand $LPhi L^T$, and note that its $i,j$ entry is
          $$ sum_{k=1}^n L_{ik}Phi_{kk}(L^T)_{kj}=sum_{k=1}^n L_{ik}phi(k) L_{jk}=sum_{kmid i,kmid j}phi(k) =sum_{k|{rm gcd}(i,j)} phi(k)={rm gcd}(i,j)=A_{ij}, $$
          where I use $B_{ij}$ to denote the $i,j$ entry of the matrix $B$.






          share|cite|improve this answer









          $endgroup$













          • $begingroup$
            I see this argument is the same as julien's. It is a cute example, I will have to use it in my linear algebra class.
            $endgroup$
            – Andrés E. Caicedo
            Feb 10 '13 at 20:38











          Your Answer





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          2 Answers
          2






          active

          oldest

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          2 Answers
          2






          active

          oldest

          votes









          active

          oldest

          votes






          active

          oldest

          votes









          15












          $begingroup$

          There is a general trick that applies to this case.



          Assume a matrix $A=(a_{i,j})$ is such that there exists a function $psi$ such that
          $$
          a_{i,j}=sum_{k|i,k|j}psi(k)
          $$
          for all $i,j$.



          Then
          $$
          det A=psi(1)psi(2)cdotspsi(n).
          $$
          To see this, consider the matrix $B=(b_{i,j})$ such that $b_{i,j}=1$ if $i|j$ and $b_{i,j}=0$ otherwise. Note that $B$ is upper-triangular with ones on the diagonal, so its determinant is $1$.



          Now let $C$ be the diagonal matrix whose diagonal is $(psi(1),ldots,psi(n))$.



          A matrix product computation shows that
          $$
          A=B^tCBquadmbox{hence}quad det A=(det B)^2det C=psi(1)cdotspsi(n).
          $$



          Now going back to your question.
          Consider Euler's totient function $phi$.
          It is well-known that
          $$
          m=sum_{k|m}phi(k)
          $$
          so
          $$
          a_{i,j}=gcd(i,j)=sum_{k|gcd(i,j)}phi(k)=sum_{k|i,k|j}phi(k).
          $$



          Applying the general result above, we find:
          $$
          det A=phi(1)phi(2)cdotsphi(n).
          $$






          share|cite|improve this answer











          $endgroup$













          • $begingroup$
            hi your approach is so nice thanks
            $endgroup$
            – M.H
            Feb 10 '13 at 20:45












          • $begingroup$
            @MaisamHedyelloo Thanks. I've always liked this exercise.
            $endgroup$
            – Julien
            Feb 10 '13 at 20:56










          • $begingroup$
            I'll just add that the identity $m=sum_{k|m}phi(k)$ is proved here.
            $endgroup$
            – Arnaud D.
            Nov 27 '18 at 15:13
















          15












          $begingroup$

          There is a general trick that applies to this case.



          Assume a matrix $A=(a_{i,j})$ is such that there exists a function $psi$ such that
          $$
          a_{i,j}=sum_{k|i,k|j}psi(k)
          $$
          for all $i,j$.



          Then
          $$
          det A=psi(1)psi(2)cdotspsi(n).
          $$
          To see this, consider the matrix $B=(b_{i,j})$ such that $b_{i,j}=1$ if $i|j$ and $b_{i,j}=0$ otherwise. Note that $B$ is upper-triangular with ones on the diagonal, so its determinant is $1$.



          Now let $C$ be the diagonal matrix whose diagonal is $(psi(1),ldots,psi(n))$.



          A matrix product computation shows that
          $$
          A=B^tCBquadmbox{hence}quad det A=(det B)^2det C=psi(1)cdotspsi(n).
          $$



          Now going back to your question.
          Consider Euler's totient function $phi$.
          It is well-known that
          $$
          m=sum_{k|m}phi(k)
          $$
          so
          $$
          a_{i,j}=gcd(i,j)=sum_{k|gcd(i,j)}phi(k)=sum_{k|i,k|j}phi(k).
          $$



          Applying the general result above, we find:
          $$
          det A=phi(1)phi(2)cdotsphi(n).
          $$






          share|cite|improve this answer











          $endgroup$













          • $begingroup$
            hi your approach is so nice thanks
            $endgroup$
            – M.H
            Feb 10 '13 at 20:45












          • $begingroup$
            @MaisamHedyelloo Thanks. I've always liked this exercise.
            $endgroup$
            – Julien
            Feb 10 '13 at 20:56










          • $begingroup$
            I'll just add that the identity $m=sum_{k|m}phi(k)$ is proved here.
            $endgroup$
            – Arnaud D.
            Nov 27 '18 at 15:13














          15












          15








          15





          $begingroup$

          There is a general trick that applies to this case.



          Assume a matrix $A=(a_{i,j})$ is such that there exists a function $psi$ such that
          $$
          a_{i,j}=sum_{k|i,k|j}psi(k)
          $$
          for all $i,j$.



          Then
          $$
          det A=psi(1)psi(2)cdotspsi(n).
          $$
          To see this, consider the matrix $B=(b_{i,j})$ such that $b_{i,j}=1$ if $i|j$ and $b_{i,j}=0$ otherwise. Note that $B$ is upper-triangular with ones on the diagonal, so its determinant is $1$.



          Now let $C$ be the diagonal matrix whose diagonal is $(psi(1),ldots,psi(n))$.



          A matrix product computation shows that
          $$
          A=B^tCBquadmbox{hence}quad det A=(det B)^2det C=psi(1)cdotspsi(n).
          $$



          Now going back to your question.
          Consider Euler's totient function $phi$.
          It is well-known that
          $$
          m=sum_{k|m}phi(k)
          $$
          so
          $$
          a_{i,j}=gcd(i,j)=sum_{k|gcd(i,j)}phi(k)=sum_{k|i,k|j}phi(k).
          $$



          Applying the general result above, we find:
          $$
          det A=phi(1)phi(2)cdotsphi(n).
          $$






          share|cite|improve this answer











          $endgroup$



          There is a general trick that applies to this case.



          Assume a matrix $A=(a_{i,j})$ is such that there exists a function $psi$ such that
          $$
          a_{i,j}=sum_{k|i,k|j}psi(k)
          $$
          for all $i,j$.



          Then
          $$
          det A=psi(1)psi(2)cdotspsi(n).
          $$
          To see this, consider the matrix $B=(b_{i,j})$ such that $b_{i,j}=1$ if $i|j$ and $b_{i,j}=0$ otherwise. Note that $B$ is upper-triangular with ones on the diagonal, so its determinant is $1$.



          Now let $C$ be the diagonal matrix whose diagonal is $(psi(1),ldots,psi(n))$.



          A matrix product computation shows that
          $$
          A=B^tCBquadmbox{hence}quad det A=(det B)^2det C=psi(1)cdotspsi(n).
          $$



          Now going back to your question.
          Consider Euler's totient function $phi$.
          It is well-known that
          $$
          m=sum_{k|m}phi(k)
          $$
          so
          $$
          a_{i,j}=gcd(i,j)=sum_{k|gcd(i,j)}phi(k)=sum_{k|i,k|j}phi(k).
          $$



          Applying the general result above, we find:
          $$
          det A=phi(1)phi(2)cdotsphi(n).
          $$







          share|cite|improve this answer














          share|cite|improve this answer



          share|cite|improve this answer








          edited Feb 10 '13 at 20:44







          user27126

















          answered Feb 10 '13 at 20:31









          JulienJulien

          38.6k358129




          38.6k358129












          • $begingroup$
            hi your approach is so nice thanks
            $endgroup$
            – M.H
            Feb 10 '13 at 20:45












          • $begingroup$
            @MaisamHedyelloo Thanks. I've always liked this exercise.
            $endgroup$
            – Julien
            Feb 10 '13 at 20:56










          • $begingroup$
            I'll just add that the identity $m=sum_{k|m}phi(k)$ is proved here.
            $endgroup$
            – Arnaud D.
            Nov 27 '18 at 15:13


















          • $begingroup$
            hi your approach is so nice thanks
            $endgroup$
            – M.H
            Feb 10 '13 at 20:45












          • $begingroup$
            @MaisamHedyelloo Thanks. I've always liked this exercise.
            $endgroup$
            – Julien
            Feb 10 '13 at 20:56










          • $begingroup$
            I'll just add that the identity $m=sum_{k|m}phi(k)$ is proved here.
            $endgroup$
            – Arnaud D.
            Nov 27 '18 at 15:13
















          $begingroup$
          hi your approach is so nice thanks
          $endgroup$
          – M.H
          Feb 10 '13 at 20:45






          $begingroup$
          hi your approach is so nice thanks
          $endgroup$
          – M.H
          Feb 10 '13 at 20:45














          $begingroup$
          @MaisamHedyelloo Thanks. I've always liked this exercise.
          $endgroup$
          – Julien
          Feb 10 '13 at 20:56




          $begingroup$
          @MaisamHedyelloo Thanks. I've always liked this exercise.
          $endgroup$
          – Julien
          Feb 10 '13 at 20:56












          $begingroup$
          I'll just add that the identity $m=sum_{k|m}phi(k)$ is proved here.
          $endgroup$
          – Arnaud D.
          Nov 27 '18 at 15:13




          $begingroup$
          I'll just add that the identity $m=sum_{k|m}phi(k)$ is proved here.
          $endgroup$
          – Arnaud D.
          Nov 27 '18 at 15:13











          4












          $begingroup$

          This is a nice result. We have
          $$ det(A)= phi(1)phi(2)dotsphi(n), $$
          where $phi$ is Euler's phi function, $phi(n)$ being the number of positive integers $ile n$ that are relatively prime with $n$. It satisfies
          $$ sum_{jmid n}phi(j)=n, $$
          which we use below.



          Let's write $a_n$ for the determinant of the $ntimes n$ version of $A$. The sequence $a_1,a_2,a_3,dots$ begins $$ 1, 1, 2, 4, 16, 32, 192, dots $$
          which OEIS catalogs as $A001088$.



          A cute short proof that only uses basic linear algebra (LDU decomposition) appears in a recent note,




          Warren P. Johnson. An $LDU$ Factorization in Elementary Number Theory, Math. Mag. 76 (5), (2003), 392–394. MR1573717.




          What one shows is that
          $$ A=LPhi L^T $$ where $L$ is the $ntimes n$ matrix whose $i,j$ entry
          is $1$ if $j$ divides $i$, and is $0$ otherwise, and $Phi$ is the diagonal matrix whose $i,i$ entry is $phi(n)$. Note that $L$ is lower diagonal, with $1$s as entries along its main diagonal, so $det(L)=det(L^T)=1$, and the result follows once we prove that $A=LPhi L^T$, as claimed. Johnson calls this Le Paige's result, who established it to compute $det(A)$ (originally found by H. J. S. Smith around 1875, according to the references at the OEIS site).



          To prove Le Paige's result, simply expand $LPhi L^T$, and note that its $i,j$ entry is
          $$ sum_{k=1}^n L_{ik}Phi_{kk}(L^T)_{kj}=sum_{k=1}^n L_{ik}phi(k) L_{jk}=sum_{kmid i,kmid j}phi(k) =sum_{k|{rm gcd}(i,j)} phi(k)={rm gcd}(i,j)=A_{ij}, $$
          where I use $B_{ij}$ to denote the $i,j$ entry of the matrix $B$.






          share|cite|improve this answer









          $endgroup$













          • $begingroup$
            I see this argument is the same as julien's. It is a cute example, I will have to use it in my linear algebra class.
            $endgroup$
            – Andrés E. Caicedo
            Feb 10 '13 at 20:38
















          4












          $begingroup$

          This is a nice result. We have
          $$ det(A)= phi(1)phi(2)dotsphi(n), $$
          where $phi$ is Euler's phi function, $phi(n)$ being the number of positive integers $ile n$ that are relatively prime with $n$. It satisfies
          $$ sum_{jmid n}phi(j)=n, $$
          which we use below.



          Let's write $a_n$ for the determinant of the $ntimes n$ version of $A$. The sequence $a_1,a_2,a_3,dots$ begins $$ 1, 1, 2, 4, 16, 32, 192, dots $$
          which OEIS catalogs as $A001088$.



          A cute short proof that only uses basic linear algebra (LDU decomposition) appears in a recent note,




          Warren P. Johnson. An $LDU$ Factorization in Elementary Number Theory, Math. Mag. 76 (5), (2003), 392–394. MR1573717.




          What one shows is that
          $$ A=LPhi L^T $$ where $L$ is the $ntimes n$ matrix whose $i,j$ entry
          is $1$ if $j$ divides $i$, and is $0$ otherwise, and $Phi$ is the diagonal matrix whose $i,i$ entry is $phi(n)$. Note that $L$ is lower diagonal, with $1$s as entries along its main diagonal, so $det(L)=det(L^T)=1$, and the result follows once we prove that $A=LPhi L^T$, as claimed. Johnson calls this Le Paige's result, who established it to compute $det(A)$ (originally found by H. J. S. Smith around 1875, according to the references at the OEIS site).



          To prove Le Paige's result, simply expand $LPhi L^T$, and note that its $i,j$ entry is
          $$ sum_{k=1}^n L_{ik}Phi_{kk}(L^T)_{kj}=sum_{k=1}^n L_{ik}phi(k) L_{jk}=sum_{kmid i,kmid j}phi(k) =sum_{k|{rm gcd}(i,j)} phi(k)={rm gcd}(i,j)=A_{ij}, $$
          where I use $B_{ij}$ to denote the $i,j$ entry of the matrix $B$.






          share|cite|improve this answer









          $endgroup$













          • $begingroup$
            I see this argument is the same as julien's. It is a cute example, I will have to use it in my linear algebra class.
            $endgroup$
            – Andrés E. Caicedo
            Feb 10 '13 at 20:38














          4












          4








          4





          $begingroup$

          This is a nice result. We have
          $$ det(A)= phi(1)phi(2)dotsphi(n), $$
          where $phi$ is Euler's phi function, $phi(n)$ being the number of positive integers $ile n$ that are relatively prime with $n$. It satisfies
          $$ sum_{jmid n}phi(j)=n, $$
          which we use below.



          Let's write $a_n$ for the determinant of the $ntimes n$ version of $A$. The sequence $a_1,a_2,a_3,dots$ begins $$ 1, 1, 2, 4, 16, 32, 192, dots $$
          which OEIS catalogs as $A001088$.



          A cute short proof that only uses basic linear algebra (LDU decomposition) appears in a recent note,




          Warren P. Johnson. An $LDU$ Factorization in Elementary Number Theory, Math. Mag. 76 (5), (2003), 392–394. MR1573717.




          What one shows is that
          $$ A=LPhi L^T $$ where $L$ is the $ntimes n$ matrix whose $i,j$ entry
          is $1$ if $j$ divides $i$, and is $0$ otherwise, and $Phi$ is the diagonal matrix whose $i,i$ entry is $phi(n)$. Note that $L$ is lower diagonal, with $1$s as entries along its main diagonal, so $det(L)=det(L^T)=1$, and the result follows once we prove that $A=LPhi L^T$, as claimed. Johnson calls this Le Paige's result, who established it to compute $det(A)$ (originally found by H. J. S. Smith around 1875, according to the references at the OEIS site).



          To prove Le Paige's result, simply expand $LPhi L^T$, and note that its $i,j$ entry is
          $$ sum_{k=1}^n L_{ik}Phi_{kk}(L^T)_{kj}=sum_{k=1}^n L_{ik}phi(k) L_{jk}=sum_{kmid i,kmid j}phi(k) =sum_{k|{rm gcd}(i,j)} phi(k)={rm gcd}(i,j)=A_{ij}, $$
          where I use $B_{ij}$ to denote the $i,j$ entry of the matrix $B$.






          share|cite|improve this answer









          $endgroup$



          This is a nice result. We have
          $$ det(A)= phi(1)phi(2)dotsphi(n), $$
          where $phi$ is Euler's phi function, $phi(n)$ being the number of positive integers $ile n$ that are relatively prime with $n$. It satisfies
          $$ sum_{jmid n}phi(j)=n, $$
          which we use below.



          Let's write $a_n$ for the determinant of the $ntimes n$ version of $A$. The sequence $a_1,a_2,a_3,dots$ begins $$ 1, 1, 2, 4, 16, 32, 192, dots $$
          which OEIS catalogs as $A001088$.



          A cute short proof that only uses basic linear algebra (LDU decomposition) appears in a recent note,




          Warren P. Johnson. An $LDU$ Factorization in Elementary Number Theory, Math. Mag. 76 (5), (2003), 392–394. MR1573717.




          What one shows is that
          $$ A=LPhi L^T $$ where $L$ is the $ntimes n$ matrix whose $i,j$ entry
          is $1$ if $j$ divides $i$, and is $0$ otherwise, and $Phi$ is the diagonal matrix whose $i,i$ entry is $phi(n)$. Note that $L$ is lower diagonal, with $1$s as entries along its main diagonal, so $det(L)=det(L^T)=1$, and the result follows once we prove that $A=LPhi L^T$, as claimed. Johnson calls this Le Paige's result, who established it to compute $det(A)$ (originally found by H. J. S. Smith around 1875, according to the references at the OEIS site).



          To prove Le Paige's result, simply expand $LPhi L^T$, and note that its $i,j$ entry is
          $$ sum_{k=1}^n L_{ik}Phi_{kk}(L^T)_{kj}=sum_{k=1}^n L_{ik}phi(k) L_{jk}=sum_{kmid i,kmid j}phi(k) =sum_{k|{rm gcd}(i,j)} phi(k)={rm gcd}(i,j)=A_{ij}, $$
          where I use $B_{ij}$ to denote the $i,j$ entry of the matrix $B$.







          share|cite|improve this answer












          share|cite|improve this answer



          share|cite|improve this answer










          answered Feb 10 '13 at 20:34









          Andrés E. CaicedoAndrés E. Caicedo

          65.2k8158247




          65.2k8158247












          • $begingroup$
            I see this argument is the same as julien's. It is a cute example, I will have to use it in my linear algebra class.
            $endgroup$
            – Andrés E. Caicedo
            Feb 10 '13 at 20:38


















          • $begingroup$
            I see this argument is the same as julien's. It is a cute example, I will have to use it in my linear algebra class.
            $endgroup$
            – Andrés E. Caicedo
            Feb 10 '13 at 20:38
















          $begingroup$
          I see this argument is the same as julien's. It is a cute example, I will have to use it in my linear algebra class.
          $endgroup$
          – Andrés E. Caicedo
          Feb 10 '13 at 20:38




          $begingroup$
          I see this argument is the same as julien's. It is a cute example, I will have to use it in my linear algebra class.
          $endgroup$
          – Andrés E. Caicedo
          Feb 10 '13 at 20:38


















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