If $f$ is a linear map. Show that $Df(a)=f(a)$











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Suppose $f:Bbb R^nto Bbb R^m$ is a linear map. Show that $Df(a)=f(a)$.



Tried using limit definition:



$$limlimits_{h to 0}frac{Vert f(a+h)-f(a)-f(a)hVert}{Vert hVert}$$$$=limlimits_{h to 0}frac{Vert f(a)+f(h)-f(a)-f(a)hVert}{Vert hVert}$$ $$=limlimits_{h to 0}frac{Vert f(h)-f(a)hVert}{Vert hVert}$$



Want to show this is $0$ but can't see where to go from here. Unless I misunderstand what $Df(a)=f(a)$ means.










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    What you are trying to prove is not correct. It does not even make sense! $f(a)$ belongs to $mathbf{R}^m$ while $f'(a)$ is a linear function $mathbf{R}^n to mathbf{R}^m.$
    – Will M.
    Nov 20 at 4:12















up vote
2
down vote

favorite












Suppose $f:Bbb R^nto Bbb R^m$ is a linear map. Show that $Df(a)=f(a)$.



Tried using limit definition:



$$limlimits_{h to 0}frac{Vert f(a+h)-f(a)-f(a)hVert}{Vert hVert}$$$$=limlimits_{h to 0}frac{Vert f(a)+f(h)-f(a)-f(a)hVert}{Vert hVert}$$ $$=limlimits_{h to 0}frac{Vert f(h)-f(a)hVert}{Vert hVert}$$



Want to show this is $0$ but can't see where to go from here. Unless I misunderstand what $Df(a)=f(a)$ means.










share|cite|improve this question




















  • 2




    What you are trying to prove is not correct. It does not even make sense! $f(a)$ belongs to $mathbf{R}^m$ while $f'(a)$ is a linear function $mathbf{R}^n to mathbf{R}^m.$
    – Will M.
    Nov 20 at 4:12













up vote
2
down vote

favorite









up vote
2
down vote

favorite











Suppose $f:Bbb R^nto Bbb R^m$ is a linear map. Show that $Df(a)=f(a)$.



Tried using limit definition:



$$limlimits_{h to 0}frac{Vert f(a+h)-f(a)-f(a)hVert}{Vert hVert}$$$$=limlimits_{h to 0}frac{Vert f(a)+f(h)-f(a)-f(a)hVert}{Vert hVert}$$ $$=limlimits_{h to 0}frac{Vert f(h)-f(a)hVert}{Vert hVert}$$



Want to show this is $0$ but can't see where to go from here. Unless I misunderstand what $Df(a)=f(a)$ means.










share|cite|improve this question















Suppose $f:Bbb R^nto Bbb R^m$ is a linear map. Show that $Df(a)=f(a)$.



Tried using limit definition:



$$limlimits_{h to 0}frac{Vert f(a+h)-f(a)-f(a)hVert}{Vert hVert}$$$$=limlimits_{h to 0}frac{Vert f(a)+f(h)-f(a)-f(a)hVert}{Vert hVert}$$ $$=limlimits_{h to 0}frac{Vert f(h)-f(a)hVert}{Vert hVert}$$



Want to show this is $0$ but can't see where to go from here. Unless I misunderstand what $Df(a)=f(a)$ means.







multivariable-calculus






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edited Nov 20 at 4:11









Tianlalu

2,9361935




2,9361935










asked Nov 20 at 4:09









AColoredReptile

1678




1678








  • 2




    What you are trying to prove is not correct. It does not even make sense! $f(a)$ belongs to $mathbf{R}^m$ while $f'(a)$ is a linear function $mathbf{R}^n to mathbf{R}^m.$
    – Will M.
    Nov 20 at 4:12














  • 2




    What you are trying to prove is not correct. It does not even make sense! $f(a)$ belongs to $mathbf{R}^m$ while $f'(a)$ is a linear function $mathbf{R}^n to mathbf{R}^m.$
    – Will M.
    Nov 20 at 4:12








2




2




What you are trying to prove is not correct. It does not even make sense! $f(a)$ belongs to $mathbf{R}^m$ while $f'(a)$ is a linear function $mathbf{R}^n to mathbf{R}^m.$
– Will M.
Nov 20 at 4:12




What you are trying to prove is not correct. It does not even make sense! $f(a)$ belongs to $mathbf{R}^m$ while $f'(a)$ is a linear function $mathbf{R}^n to mathbf{R}^m.$
– Will M.
Nov 20 at 4:12










2 Answers
2






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up vote
4
down vote



accepted










Hint: Let $f(x) = Ax$. Let
begin{align}
frac{|f(a+h)-f(a)-Ah|}{|h|} = frac{|A(a+h)-Aa-Ah|}{|h|} = 0.
end{align}






share|cite|improve this answer




























    up vote
    1
    down vote













    As @WillM. says in the comments, what you are trying to show is not true and in fact doesn't even make sense. $f(a)$ is an element of $mathbb{R}^n$ whereas $Df(a)$ is a linear map from $mathbb{R}^n$ to $mathbb{R}^n$.



    What you have is the following:



    If $f: mathbb{R}^n to mathbb{R}^m$, then it is said to be differentiable at the point $a in mathbb{R}^n$ if there is a linear map $T : mathbb{R}^n to mathbb{R}^m$ such that
    $$
    lim_{h to 0} frac{|f(a+h) - f(a) - T(h)|}{|h|} = 0qquad (h in mathbb{R}^n).
    $$

    In this case, $T$ is called the derivative of $f$ at the point $a$. It is usually denoted by $Df(a)$, so $Df(a) : mathbb{R}^n to mathbb{R}^m$ is a linear map satisfying
    $$
    lim_{h to 0} frac{|f(a+h) - f(a) - Df(a)(h)|}{|h|} = 0qquad (h in mathbb{R}^n).
    $$



    What you actually want to show is the following:



    Suppose $f : mathbb{R}^n to mathbb{R}^n$ is linear and $a in mathbb{R}^n$. Then $f$ is differentiable at $a$ and $Df(a) = f$, so for all $x in mathbb{R}^n$, we have $Df(a)(x) = f(x)$.



    You have the right idea, as you have used the linearity of $f$ to write $f(a+h)$ as $f(a) + f(h)$. Apply the same idea to the corrected problem and you should be okay. Good luck.






    share|cite|improve this answer





















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      2 Answers
      2






      active

      oldest

      votes








      2 Answers
      2






      active

      oldest

      votes









      active

      oldest

      votes






      active

      oldest

      votes








      up vote
      4
      down vote



      accepted










      Hint: Let $f(x) = Ax$. Let
      begin{align}
      frac{|f(a+h)-f(a)-Ah|}{|h|} = frac{|A(a+h)-Aa-Ah|}{|h|} = 0.
      end{align}






      share|cite|improve this answer

























        up vote
        4
        down vote



        accepted










        Hint: Let $f(x) = Ax$. Let
        begin{align}
        frac{|f(a+h)-f(a)-Ah|}{|h|} = frac{|A(a+h)-Aa-Ah|}{|h|} = 0.
        end{align}






        share|cite|improve this answer























          up vote
          4
          down vote



          accepted







          up vote
          4
          down vote



          accepted






          Hint: Let $f(x) = Ax$. Let
          begin{align}
          frac{|f(a+h)-f(a)-Ah|}{|h|} = frac{|A(a+h)-Aa-Ah|}{|h|} = 0.
          end{align}






          share|cite|improve this answer












          Hint: Let $f(x) = Ax$. Let
          begin{align}
          frac{|f(a+h)-f(a)-Ah|}{|h|} = frac{|A(a+h)-Aa-Ah|}{|h|} = 0.
          end{align}







          share|cite|improve this answer












          share|cite|improve this answer



          share|cite|improve this answer










          answered Nov 20 at 4:19









          Jacky Chong

          17.3k21027




          17.3k21027






















              up vote
              1
              down vote













              As @WillM. says in the comments, what you are trying to show is not true and in fact doesn't even make sense. $f(a)$ is an element of $mathbb{R}^n$ whereas $Df(a)$ is a linear map from $mathbb{R}^n$ to $mathbb{R}^n$.



              What you have is the following:



              If $f: mathbb{R}^n to mathbb{R}^m$, then it is said to be differentiable at the point $a in mathbb{R}^n$ if there is a linear map $T : mathbb{R}^n to mathbb{R}^m$ such that
              $$
              lim_{h to 0} frac{|f(a+h) - f(a) - T(h)|}{|h|} = 0qquad (h in mathbb{R}^n).
              $$

              In this case, $T$ is called the derivative of $f$ at the point $a$. It is usually denoted by $Df(a)$, so $Df(a) : mathbb{R}^n to mathbb{R}^m$ is a linear map satisfying
              $$
              lim_{h to 0} frac{|f(a+h) - f(a) - Df(a)(h)|}{|h|} = 0qquad (h in mathbb{R}^n).
              $$



              What you actually want to show is the following:



              Suppose $f : mathbb{R}^n to mathbb{R}^n$ is linear and $a in mathbb{R}^n$. Then $f$ is differentiable at $a$ and $Df(a) = f$, so for all $x in mathbb{R}^n$, we have $Df(a)(x) = f(x)$.



              You have the right idea, as you have used the linearity of $f$ to write $f(a+h)$ as $f(a) + f(h)$. Apply the same idea to the corrected problem and you should be okay. Good luck.






              share|cite|improve this answer

























                up vote
                1
                down vote













                As @WillM. says in the comments, what you are trying to show is not true and in fact doesn't even make sense. $f(a)$ is an element of $mathbb{R}^n$ whereas $Df(a)$ is a linear map from $mathbb{R}^n$ to $mathbb{R}^n$.



                What you have is the following:



                If $f: mathbb{R}^n to mathbb{R}^m$, then it is said to be differentiable at the point $a in mathbb{R}^n$ if there is a linear map $T : mathbb{R}^n to mathbb{R}^m$ such that
                $$
                lim_{h to 0} frac{|f(a+h) - f(a) - T(h)|}{|h|} = 0qquad (h in mathbb{R}^n).
                $$

                In this case, $T$ is called the derivative of $f$ at the point $a$. It is usually denoted by $Df(a)$, so $Df(a) : mathbb{R}^n to mathbb{R}^m$ is a linear map satisfying
                $$
                lim_{h to 0} frac{|f(a+h) - f(a) - Df(a)(h)|}{|h|} = 0qquad (h in mathbb{R}^n).
                $$



                What you actually want to show is the following:



                Suppose $f : mathbb{R}^n to mathbb{R}^n$ is linear and $a in mathbb{R}^n$. Then $f$ is differentiable at $a$ and $Df(a) = f$, so for all $x in mathbb{R}^n$, we have $Df(a)(x) = f(x)$.



                You have the right idea, as you have used the linearity of $f$ to write $f(a+h)$ as $f(a) + f(h)$. Apply the same idea to the corrected problem and you should be okay. Good luck.






                share|cite|improve this answer























                  up vote
                  1
                  down vote










                  up vote
                  1
                  down vote









                  As @WillM. says in the comments, what you are trying to show is not true and in fact doesn't even make sense. $f(a)$ is an element of $mathbb{R}^n$ whereas $Df(a)$ is a linear map from $mathbb{R}^n$ to $mathbb{R}^n$.



                  What you have is the following:



                  If $f: mathbb{R}^n to mathbb{R}^m$, then it is said to be differentiable at the point $a in mathbb{R}^n$ if there is a linear map $T : mathbb{R}^n to mathbb{R}^m$ such that
                  $$
                  lim_{h to 0} frac{|f(a+h) - f(a) - T(h)|}{|h|} = 0qquad (h in mathbb{R}^n).
                  $$

                  In this case, $T$ is called the derivative of $f$ at the point $a$. It is usually denoted by $Df(a)$, so $Df(a) : mathbb{R}^n to mathbb{R}^m$ is a linear map satisfying
                  $$
                  lim_{h to 0} frac{|f(a+h) - f(a) - Df(a)(h)|}{|h|} = 0qquad (h in mathbb{R}^n).
                  $$



                  What you actually want to show is the following:



                  Suppose $f : mathbb{R}^n to mathbb{R}^n$ is linear and $a in mathbb{R}^n$. Then $f$ is differentiable at $a$ and $Df(a) = f$, so for all $x in mathbb{R}^n$, we have $Df(a)(x) = f(x)$.



                  You have the right idea, as you have used the linearity of $f$ to write $f(a+h)$ as $f(a) + f(h)$. Apply the same idea to the corrected problem and you should be okay. Good luck.






                  share|cite|improve this answer












                  As @WillM. says in the comments, what you are trying to show is not true and in fact doesn't even make sense. $f(a)$ is an element of $mathbb{R}^n$ whereas $Df(a)$ is a linear map from $mathbb{R}^n$ to $mathbb{R}^n$.



                  What you have is the following:



                  If $f: mathbb{R}^n to mathbb{R}^m$, then it is said to be differentiable at the point $a in mathbb{R}^n$ if there is a linear map $T : mathbb{R}^n to mathbb{R}^m$ such that
                  $$
                  lim_{h to 0} frac{|f(a+h) - f(a) - T(h)|}{|h|} = 0qquad (h in mathbb{R}^n).
                  $$

                  In this case, $T$ is called the derivative of $f$ at the point $a$. It is usually denoted by $Df(a)$, so $Df(a) : mathbb{R}^n to mathbb{R}^m$ is a linear map satisfying
                  $$
                  lim_{h to 0} frac{|f(a+h) - f(a) - Df(a)(h)|}{|h|} = 0qquad (h in mathbb{R}^n).
                  $$



                  What you actually want to show is the following:



                  Suppose $f : mathbb{R}^n to mathbb{R}^n$ is linear and $a in mathbb{R}^n$. Then $f$ is differentiable at $a$ and $Df(a) = f$, so for all $x in mathbb{R}^n$, we have $Df(a)(x) = f(x)$.



                  You have the right idea, as you have used the linearity of $f$ to write $f(a+h)$ as $f(a) + f(h)$. Apply the same idea to the corrected problem and you should be okay. Good luck.







                  share|cite|improve this answer












                  share|cite|improve this answer



                  share|cite|improve this answer










                  answered Nov 20 at 5:14









                  Brahadeesh

                  5,90142058




                  5,90142058






























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