Bound for Double Sum.












1












$begingroup$


For $i = 1,cdots,n$ and $k=1,cdots,m$, $a_{ij} > 0$ and $b_{ij} geq 0$. Do we have the following bound,
$$ sum_{i=1}^n sum_{j=1}^m a_{ij} b_{ij} leq Big( max_i sum_j a_{ij} Big) Big( max_j sum_i b_{ij} Big) ?$$










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    1












    $begingroup$


    For $i = 1,cdots,n$ and $k=1,cdots,m$, $a_{ij} > 0$ and $b_{ij} geq 0$. Do we have the following bound,
    $$ sum_{i=1}^n sum_{j=1}^m a_{ij} b_{ij} leq Big( max_i sum_j a_{ij} Big) Big( max_j sum_i b_{ij} Big) ?$$










    share|cite|improve this question











    $endgroup$















      1












      1








      1


      1



      $begingroup$


      For $i = 1,cdots,n$ and $k=1,cdots,m$, $a_{ij} > 0$ and $b_{ij} geq 0$. Do we have the following bound,
      $$ sum_{i=1}^n sum_{j=1}^m a_{ij} b_{ij} leq Big( max_i sum_j a_{ij} Big) Big( max_j sum_i b_{ij} Big) ?$$










      share|cite|improve this question











      $endgroup$




      For $i = 1,cdots,n$ and $k=1,cdots,m$, $a_{ij} > 0$ and $b_{ij} geq 0$. Do we have the following bound,
      $$ sum_{i=1}^n sum_{j=1}^m a_{ij} b_{ij} leq Big( max_i sum_j a_{ij} Big) Big( max_j sum_i b_{ij} Big) ?$$







      inequality summation






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      edited Feb 2 at 18:52







      jwyao

















      asked Feb 2 at 18:42









      jwyaojwyao

      16311




      16311






















          2 Answers
          2






          active

          oldest

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          3












          $begingroup$

          No. For $n=m=2$ and
          $$
          A = B =
          begin{pmatrix}
          1 & x \
          x & 1
          end{pmatrix}
          quad
          $$

          the left-hand side is equal to $2 + 2x^2$, and the right-hand side is $(1+x)^2$, so that the estimate does not hold for small positive $x$.






          share|cite|improve this answer











          $endgroup$













          • $begingroup$
            Thank you! What if $a_{ij}$ is strictly positive.
            $endgroup$
            – jwyao
            Feb 2 at 18:53










          • $begingroup$
            You changed the question after I posted the answer. But you can simply replace $0$ by a small positive number.
            $endgroup$
            – Martin R
            Feb 2 at 18:55












          • $begingroup$
            Makes no difference, @jwyao. Obviously if $a_{12}$ and $a_{21}$ are small enough, like $0.001$, then the left-hand side will be close enough to $2$, and the right-hand side will be close enough to $1$, so that your inequality is still violated.
            $endgroup$
            – TonyK
            Feb 2 at 18:55












          • $begingroup$
            @MartinR I made up the question from a problem I am studying. I tried to make it general but obviously I made a wrong generalization.
            $endgroup$
            – jwyao
            Feb 2 at 18:56



















          2












          $begingroup$

          No, since $a_{ij}=b_{ij}=delta_{ij}+epsilon$ for small $epsilon>0$ is an obvious counterexample when $n=m$. (The LHS tends to $n$ while the RHS tends to $1$ as $epsilon to 0$.) To make your statement true, it should be
          $$
          sum_{i,j} a_{ij}b_{ij} le color{red}{sqrt{nm}} cdotmax_isum_j a_{ij} max_j sum_i b_{ij}.
          $$






          share|cite|improve this answer











          $endgroup$













          • $begingroup$
            What is $n$ here? Is it the dimension of matrix?
            $endgroup$
            – jwyao
            Feb 2 at 18:54










          • $begingroup$
            @jwyao I thought $A,B$ were square matrices...
            $endgroup$
            – Song
            Feb 2 at 18:55












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          2 Answers
          2






          active

          oldest

          votes








          2 Answers
          2






          active

          oldest

          votes









          active

          oldest

          votes






          active

          oldest

          votes









          3












          $begingroup$

          No. For $n=m=2$ and
          $$
          A = B =
          begin{pmatrix}
          1 & x \
          x & 1
          end{pmatrix}
          quad
          $$

          the left-hand side is equal to $2 + 2x^2$, and the right-hand side is $(1+x)^2$, so that the estimate does not hold for small positive $x$.






          share|cite|improve this answer











          $endgroup$













          • $begingroup$
            Thank you! What if $a_{ij}$ is strictly positive.
            $endgroup$
            – jwyao
            Feb 2 at 18:53










          • $begingroup$
            You changed the question after I posted the answer. But you can simply replace $0$ by a small positive number.
            $endgroup$
            – Martin R
            Feb 2 at 18:55












          • $begingroup$
            Makes no difference, @jwyao. Obviously if $a_{12}$ and $a_{21}$ are small enough, like $0.001$, then the left-hand side will be close enough to $2$, and the right-hand side will be close enough to $1$, so that your inequality is still violated.
            $endgroup$
            – TonyK
            Feb 2 at 18:55












          • $begingroup$
            @MartinR I made up the question from a problem I am studying. I tried to make it general but obviously I made a wrong generalization.
            $endgroup$
            – jwyao
            Feb 2 at 18:56
















          3












          $begingroup$

          No. For $n=m=2$ and
          $$
          A = B =
          begin{pmatrix}
          1 & x \
          x & 1
          end{pmatrix}
          quad
          $$

          the left-hand side is equal to $2 + 2x^2$, and the right-hand side is $(1+x)^2$, so that the estimate does not hold for small positive $x$.






          share|cite|improve this answer











          $endgroup$













          • $begingroup$
            Thank you! What if $a_{ij}$ is strictly positive.
            $endgroup$
            – jwyao
            Feb 2 at 18:53










          • $begingroup$
            You changed the question after I posted the answer. But you can simply replace $0$ by a small positive number.
            $endgroup$
            – Martin R
            Feb 2 at 18:55












          • $begingroup$
            Makes no difference, @jwyao. Obviously if $a_{12}$ and $a_{21}$ are small enough, like $0.001$, then the left-hand side will be close enough to $2$, and the right-hand side will be close enough to $1$, so that your inequality is still violated.
            $endgroup$
            – TonyK
            Feb 2 at 18:55












          • $begingroup$
            @MartinR I made up the question from a problem I am studying. I tried to make it general but obviously I made a wrong generalization.
            $endgroup$
            – jwyao
            Feb 2 at 18:56














          3












          3








          3





          $begingroup$

          No. For $n=m=2$ and
          $$
          A = B =
          begin{pmatrix}
          1 & x \
          x & 1
          end{pmatrix}
          quad
          $$

          the left-hand side is equal to $2 + 2x^2$, and the right-hand side is $(1+x)^2$, so that the estimate does not hold for small positive $x$.






          share|cite|improve this answer











          $endgroup$



          No. For $n=m=2$ and
          $$
          A = B =
          begin{pmatrix}
          1 & x \
          x & 1
          end{pmatrix}
          quad
          $$

          the left-hand side is equal to $2 + 2x^2$, and the right-hand side is $(1+x)^2$, so that the estimate does not hold for small positive $x$.







          share|cite|improve this answer














          share|cite|improve this answer



          share|cite|improve this answer








          edited Feb 2 at 18:56

























          answered Feb 2 at 18:50









          Martin RMartin R

          31k33561




          31k33561












          • $begingroup$
            Thank you! What if $a_{ij}$ is strictly positive.
            $endgroup$
            – jwyao
            Feb 2 at 18:53










          • $begingroup$
            You changed the question after I posted the answer. But you can simply replace $0$ by a small positive number.
            $endgroup$
            – Martin R
            Feb 2 at 18:55












          • $begingroup$
            Makes no difference, @jwyao. Obviously if $a_{12}$ and $a_{21}$ are small enough, like $0.001$, then the left-hand side will be close enough to $2$, and the right-hand side will be close enough to $1$, so that your inequality is still violated.
            $endgroup$
            – TonyK
            Feb 2 at 18:55












          • $begingroup$
            @MartinR I made up the question from a problem I am studying. I tried to make it general but obviously I made a wrong generalization.
            $endgroup$
            – jwyao
            Feb 2 at 18:56


















          • $begingroup$
            Thank you! What if $a_{ij}$ is strictly positive.
            $endgroup$
            – jwyao
            Feb 2 at 18:53










          • $begingroup$
            You changed the question after I posted the answer. But you can simply replace $0$ by a small positive number.
            $endgroup$
            – Martin R
            Feb 2 at 18:55












          • $begingroup$
            Makes no difference, @jwyao. Obviously if $a_{12}$ and $a_{21}$ are small enough, like $0.001$, then the left-hand side will be close enough to $2$, and the right-hand side will be close enough to $1$, so that your inequality is still violated.
            $endgroup$
            – TonyK
            Feb 2 at 18:55












          • $begingroup$
            @MartinR I made up the question from a problem I am studying. I tried to make it general but obviously I made a wrong generalization.
            $endgroup$
            – jwyao
            Feb 2 at 18:56
















          $begingroup$
          Thank you! What if $a_{ij}$ is strictly positive.
          $endgroup$
          – jwyao
          Feb 2 at 18:53




          $begingroup$
          Thank you! What if $a_{ij}$ is strictly positive.
          $endgroup$
          – jwyao
          Feb 2 at 18:53












          $begingroup$
          You changed the question after I posted the answer. But you can simply replace $0$ by a small positive number.
          $endgroup$
          – Martin R
          Feb 2 at 18:55






          $begingroup$
          You changed the question after I posted the answer. But you can simply replace $0$ by a small positive number.
          $endgroup$
          – Martin R
          Feb 2 at 18:55














          $begingroup$
          Makes no difference, @jwyao. Obviously if $a_{12}$ and $a_{21}$ are small enough, like $0.001$, then the left-hand side will be close enough to $2$, and the right-hand side will be close enough to $1$, so that your inequality is still violated.
          $endgroup$
          – TonyK
          Feb 2 at 18:55






          $begingroup$
          Makes no difference, @jwyao. Obviously if $a_{12}$ and $a_{21}$ are small enough, like $0.001$, then the left-hand side will be close enough to $2$, and the right-hand side will be close enough to $1$, so that your inequality is still violated.
          $endgroup$
          – TonyK
          Feb 2 at 18:55














          $begingroup$
          @MartinR I made up the question from a problem I am studying. I tried to make it general but obviously I made a wrong generalization.
          $endgroup$
          – jwyao
          Feb 2 at 18:56




          $begingroup$
          @MartinR I made up the question from a problem I am studying. I tried to make it general but obviously I made a wrong generalization.
          $endgroup$
          – jwyao
          Feb 2 at 18:56











          2












          $begingroup$

          No, since $a_{ij}=b_{ij}=delta_{ij}+epsilon$ for small $epsilon>0$ is an obvious counterexample when $n=m$. (The LHS tends to $n$ while the RHS tends to $1$ as $epsilon to 0$.) To make your statement true, it should be
          $$
          sum_{i,j} a_{ij}b_{ij} le color{red}{sqrt{nm}} cdotmax_isum_j a_{ij} max_j sum_i b_{ij}.
          $$






          share|cite|improve this answer











          $endgroup$













          • $begingroup$
            What is $n$ here? Is it the dimension of matrix?
            $endgroup$
            – jwyao
            Feb 2 at 18:54










          • $begingroup$
            @jwyao I thought $A,B$ were square matrices...
            $endgroup$
            – Song
            Feb 2 at 18:55
















          2












          $begingroup$

          No, since $a_{ij}=b_{ij}=delta_{ij}+epsilon$ for small $epsilon>0$ is an obvious counterexample when $n=m$. (The LHS tends to $n$ while the RHS tends to $1$ as $epsilon to 0$.) To make your statement true, it should be
          $$
          sum_{i,j} a_{ij}b_{ij} le color{red}{sqrt{nm}} cdotmax_isum_j a_{ij} max_j sum_i b_{ij}.
          $$






          share|cite|improve this answer











          $endgroup$













          • $begingroup$
            What is $n$ here? Is it the dimension of matrix?
            $endgroup$
            – jwyao
            Feb 2 at 18:54










          • $begingroup$
            @jwyao I thought $A,B$ were square matrices...
            $endgroup$
            – Song
            Feb 2 at 18:55














          2












          2








          2





          $begingroup$

          No, since $a_{ij}=b_{ij}=delta_{ij}+epsilon$ for small $epsilon>0$ is an obvious counterexample when $n=m$. (The LHS tends to $n$ while the RHS tends to $1$ as $epsilon to 0$.) To make your statement true, it should be
          $$
          sum_{i,j} a_{ij}b_{ij} le color{red}{sqrt{nm}} cdotmax_isum_j a_{ij} max_j sum_i b_{ij}.
          $$






          share|cite|improve this answer











          $endgroup$



          No, since $a_{ij}=b_{ij}=delta_{ij}+epsilon$ for small $epsilon>0$ is an obvious counterexample when $n=m$. (The LHS tends to $n$ while the RHS tends to $1$ as $epsilon to 0$.) To make your statement true, it should be
          $$
          sum_{i,j} a_{ij}b_{ij} le color{red}{sqrt{nm}} cdotmax_isum_j a_{ij} max_j sum_i b_{ij}.
          $$







          share|cite|improve this answer














          share|cite|improve this answer



          share|cite|improve this answer








          edited Feb 2 at 19:00

























          answered Feb 2 at 18:53









          SongSong

          18.6k21651




          18.6k21651












          • $begingroup$
            What is $n$ here? Is it the dimension of matrix?
            $endgroup$
            – jwyao
            Feb 2 at 18:54










          • $begingroup$
            @jwyao I thought $A,B$ were square matrices...
            $endgroup$
            – Song
            Feb 2 at 18:55


















          • $begingroup$
            What is $n$ here? Is it the dimension of matrix?
            $endgroup$
            – jwyao
            Feb 2 at 18:54










          • $begingroup$
            @jwyao I thought $A,B$ were square matrices...
            $endgroup$
            – Song
            Feb 2 at 18:55
















          $begingroup$
          What is $n$ here? Is it the dimension of matrix?
          $endgroup$
          – jwyao
          Feb 2 at 18:54




          $begingroup$
          What is $n$ here? Is it the dimension of matrix?
          $endgroup$
          – jwyao
          Feb 2 at 18:54












          $begingroup$
          @jwyao I thought $A,B$ were square matrices...
          $endgroup$
          – Song
          Feb 2 at 18:55




          $begingroup$
          @jwyao I thought $A,B$ were square matrices...
          $endgroup$
          – Song
          Feb 2 at 18:55


















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