Help understanding a little Jacobians lemma












2












$begingroup$


This was used as lemma in a bigger proof.




Let $A ⊆ ℝ^m$ be an open set, $f = (f_1,…,f_m) : A → ℝ^m$ a $C^1$ function, and $p ∈ A$. If $det[Df(p)] ≠ 0$, then there is an open ball $B ⊆ A$ of center $p$ such that $f|_B$ is injective.



proof:



The function $x ↦ det[Df(x)]$ is continuous, so there is an open ball $B ⊆ A$, of center $p$, such that $x ∈ B ⇒ det[Df(x)] ≠ 0$. Let $a$ and $b$ be two points of $B$. By the mean value theorem we have $f_i(b) - f_i(a) = Df_i(c_i)⋅(b-a)$ for some $c_i ∈ {ta + (1-t)b : t in [0,1]}$, this means that $$f(b) - f(a) = begin{bmatrix}Df_1(c_1)\vdots\Df_m(c_m)end{bmatrix}⋅(b-a).$$But $det[Df(c_i)] ≠ 0$ so $f(b) = f(a) ⇒ b = a$.




The last step is where I have troubles, it seems to me that we need $$detbegin{bmatrix}Df_1(c_1)\vdots\Df_m(c_m)end{bmatrix} ≠ 0$$
and it's not clear how this follows from $det[Df(c_i)] ≠ 0$.










share|cite|improve this question











$endgroup$












  • $begingroup$
    Small correction in the proof: the last line should be $f(a) = f(b)$ implies $a = b$, not the other way around. Also, shouldn't the beginning of the proof read that $x mapsto det(Df(x))$ is continuous (not $x mapsto det(Df(p))$)?
    $endgroup$
    – Jacob Maibach
    Feb 2 at 18:31










  • $begingroup$
    Sorry, another small correction: shouldn't $Df_{1}(c_{i})$ read $Df_{i}(c_{i})$ in the equation?
    $endgroup$
    – Jacob Maibach
    Feb 2 at 18:40










  • $begingroup$
    @Jacob Maibach you are absolutely right, thanks for the corrections.
    $endgroup$
    – sawe
    Feb 2 at 18:48


















2












$begingroup$


This was used as lemma in a bigger proof.




Let $A ⊆ ℝ^m$ be an open set, $f = (f_1,…,f_m) : A → ℝ^m$ a $C^1$ function, and $p ∈ A$. If $det[Df(p)] ≠ 0$, then there is an open ball $B ⊆ A$ of center $p$ such that $f|_B$ is injective.



proof:



The function $x ↦ det[Df(x)]$ is continuous, so there is an open ball $B ⊆ A$, of center $p$, such that $x ∈ B ⇒ det[Df(x)] ≠ 0$. Let $a$ and $b$ be two points of $B$. By the mean value theorem we have $f_i(b) - f_i(a) = Df_i(c_i)⋅(b-a)$ for some $c_i ∈ {ta + (1-t)b : t in [0,1]}$, this means that $$f(b) - f(a) = begin{bmatrix}Df_1(c_1)\vdots\Df_m(c_m)end{bmatrix}⋅(b-a).$$But $det[Df(c_i)] ≠ 0$ so $f(b) = f(a) ⇒ b = a$.




The last step is where I have troubles, it seems to me that we need $$detbegin{bmatrix}Df_1(c_1)\vdots\Df_m(c_m)end{bmatrix} ≠ 0$$
and it's not clear how this follows from $det[Df(c_i)] ≠ 0$.










share|cite|improve this question











$endgroup$












  • $begingroup$
    Small correction in the proof: the last line should be $f(a) = f(b)$ implies $a = b$, not the other way around. Also, shouldn't the beginning of the proof read that $x mapsto det(Df(x))$ is continuous (not $x mapsto det(Df(p))$)?
    $endgroup$
    – Jacob Maibach
    Feb 2 at 18:31










  • $begingroup$
    Sorry, another small correction: shouldn't $Df_{1}(c_{i})$ read $Df_{i}(c_{i})$ in the equation?
    $endgroup$
    – Jacob Maibach
    Feb 2 at 18:40










  • $begingroup$
    @Jacob Maibach you are absolutely right, thanks for the corrections.
    $endgroup$
    – sawe
    Feb 2 at 18:48
















2












2








2


1



$begingroup$


This was used as lemma in a bigger proof.




Let $A ⊆ ℝ^m$ be an open set, $f = (f_1,…,f_m) : A → ℝ^m$ a $C^1$ function, and $p ∈ A$. If $det[Df(p)] ≠ 0$, then there is an open ball $B ⊆ A$ of center $p$ such that $f|_B$ is injective.



proof:



The function $x ↦ det[Df(x)]$ is continuous, so there is an open ball $B ⊆ A$, of center $p$, such that $x ∈ B ⇒ det[Df(x)] ≠ 0$. Let $a$ and $b$ be two points of $B$. By the mean value theorem we have $f_i(b) - f_i(a) = Df_i(c_i)⋅(b-a)$ for some $c_i ∈ {ta + (1-t)b : t in [0,1]}$, this means that $$f(b) - f(a) = begin{bmatrix}Df_1(c_1)\vdots\Df_m(c_m)end{bmatrix}⋅(b-a).$$But $det[Df(c_i)] ≠ 0$ so $f(b) = f(a) ⇒ b = a$.




The last step is where I have troubles, it seems to me that we need $$detbegin{bmatrix}Df_1(c_1)\vdots\Df_m(c_m)end{bmatrix} ≠ 0$$
and it's not clear how this follows from $det[Df(c_i)] ≠ 0$.










share|cite|improve this question











$endgroup$




This was used as lemma in a bigger proof.




Let $A ⊆ ℝ^m$ be an open set, $f = (f_1,…,f_m) : A → ℝ^m$ a $C^1$ function, and $p ∈ A$. If $det[Df(p)] ≠ 0$, then there is an open ball $B ⊆ A$ of center $p$ such that $f|_B$ is injective.



proof:



The function $x ↦ det[Df(x)]$ is continuous, so there is an open ball $B ⊆ A$, of center $p$, such that $x ∈ B ⇒ det[Df(x)] ≠ 0$. Let $a$ and $b$ be two points of $B$. By the mean value theorem we have $f_i(b) - f_i(a) = Df_i(c_i)⋅(b-a)$ for some $c_i ∈ {ta + (1-t)b : t in [0,1]}$, this means that $$f(b) - f(a) = begin{bmatrix}Df_1(c_1)\vdots\Df_m(c_m)end{bmatrix}⋅(b-a).$$But $det[Df(c_i)] ≠ 0$ so $f(b) = f(a) ⇒ b = a$.




The last step is where I have troubles, it seems to me that we need $$detbegin{bmatrix}Df_1(c_1)\vdots\Df_m(c_m)end{bmatrix} ≠ 0$$
and it's not clear how this follows from $det[Df(c_i)] ≠ 0$.







calculus linear-algebra multivariable-calculus






share|cite|improve this question















share|cite|improve this question













share|cite|improve this question




share|cite|improve this question








edited Feb 2 at 19:39







sawe

















asked Feb 2 at 18:22









sawesawe

365




365












  • $begingroup$
    Small correction in the proof: the last line should be $f(a) = f(b)$ implies $a = b$, not the other way around. Also, shouldn't the beginning of the proof read that $x mapsto det(Df(x))$ is continuous (not $x mapsto det(Df(p))$)?
    $endgroup$
    – Jacob Maibach
    Feb 2 at 18:31










  • $begingroup$
    Sorry, another small correction: shouldn't $Df_{1}(c_{i})$ read $Df_{i}(c_{i})$ in the equation?
    $endgroup$
    – Jacob Maibach
    Feb 2 at 18:40










  • $begingroup$
    @Jacob Maibach you are absolutely right, thanks for the corrections.
    $endgroup$
    – sawe
    Feb 2 at 18:48




















  • $begingroup$
    Small correction in the proof: the last line should be $f(a) = f(b)$ implies $a = b$, not the other way around. Also, shouldn't the beginning of the proof read that $x mapsto det(Df(x))$ is continuous (not $x mapsto det(Df(p))$)?
    $endgroup$
    – Jacob Maibach
    Feb 2 at 18:31










  • $begingroup$
    Sorry, another small correction: shouldn't $Df_{1}(c_{i})$ read $Df_{i}(c_{i})$ in the equation?
    $endgroup$
    – Jacob Maibach
    Feb 2 at 18:40










  • $begingroup$
    @Jacob Maibach you are absolutely right, thanks for the corrections.
    $endgroup$
    – sawe
    Feb 2 at 18:48


















$begingroup$
Small correction in the proof: the last line should be $f(a) = f(b)$ implies $a = b$, not the other way around. Also, shouldn't the beginning of the proof read that $x mapsto det(Df(x))$ is continuous (not $x mapsto det(Df(p))$)?
$endgroup$
– Jacob Maibach
Feb 2 at 18:31




$begingroup$
Small correction in the proof: the last line should be $f(a) = f(b)$ implies $a = b$, not the other way around. Also, shouldn't the beginning of the proof read that $x mapsto det(Df(x))$ is continuous (not $x mapsto det(Df(p))$)?
$endgroup$
– Jacob Maibach
Feb 2 at 18:31












$begingroup$
Sorry, another small correction: shouldn't $Df_{1}(c_{i})$ read $Df_{i}(c_{i})$ in the equation?
$endgroup$
– Jacob Maibach
Feb 2 at 18:40




$begingroup$
Sorry, another small correction: shouldn't $Df_{1}(c_{i})$ read $Df_{i}(c_{i})$ in the equation?
$endgroup$
– Jacob Maibach
Feb 2 at 18:40












$begingroup$
@Jacob Maibach you are absolutely right, thanks for the corrections.
$endgroup$
– sawe
Feb 2 at 18:48






$begingroup$
@Jacob Maibach you are absolutely right, thanks for the corrections.
$endgroup$
– sawe
Feb 2 at 18:48












2 Answers
2






active

oldest

votes


















1












$begingroup$

You are right, the last step needs to be justified.



I'm denoting with $|⋅|$ the max norm, so $|[a_{ij}]| = max_{i,j}|a_{ij}|$, and I'll call $T$ the matrix $begin{bmatrix}Df_1(c_1)\vdots\Df_m(c_m)end{bmatrix}$.



Being $det[Df(p)] ≠ 0$, we can write:
$$|b-a| = |Df(p)^{-1}Df(p)(b-a)| ≤ m|Df(p)^{-1}||Df(p)(b-a)| = σ^{-1}|Df(p)(b-a)| ⇒ \|Df(p)(b-a)| ≥ σ|b-a|.$$
The function $x ↦ Df(x)$ is continuous, so we can choose the radius of $U$ is small enough that: $$x ∈ U ⇒ |Df(p)-Df(x)| < σ/m ⇒ |Df_i(p)-Df_i(c_i)| < σ/m ⇒ |Df(p)-T| < σ/m.$$



Now, if $b ≠ a$, we have:
$$σ|b-a| - |T(b-a)| ≤ |Df(p)(b-a)| - |T(b-a)| ≤ |[Df(p) - T](b-a)| ≤ \m|Df(p) - T||b-a| < σ|b-a| ⇒ |f(b) - f(a)| = |T(b-a)| > 0.$$






share|cite|improve this answer









$endgroup$





















    0












    $begingroup$

    The proof does not seem to make sense because of an issue it has. First, note
    that for the last step, the equation should read
    $$
    f(b) - f(a) =
    begin{bmatrix}
    Df_{1}(c) \
    Df_{2}(c) \
    dots \
    Df_{m}(c)
    end{bmatrix}
    (b - a)
    $$

    where $c$ is the vector with components $c_{i}$. That is, each $f_{i}$ is a function from $R^{m}$ to $R^{1}$, so its linearization should have $R^{m}$ as the domain. Therefore, the previous claim
    $$ f_{i}(b) - f_{i}(a) = Df_{i}(c_{i})(b - a) $$
    needs to be corrected somehow. That should be sufficient to fix the proof.






    share|cite|improve this answer









    $endgroup$













    • $begingroup$
      Sorry, but $c_i$ is meant to be a vector on the segment $[a,b]$, not the component of a vector. The function $f$ is multivariate, when we apply the mean value theorem for each component, we get different $c_i$.
      $endgroup$
      – sawe
      Feb 2 at 19:00










    • $begingroup$
      @sawe but why does the proof state that $c_{i} in [a, b]$?
      $endgroup$
      – Jacob Maibach
      Feb 2 at 19:29










    • $begingroup$
      @sawe it seems that line needs to be clarified then, since it does not make sense as written. There is no general multivariate mean value theorem, so it must be a more complicated application of the single-variable MVT.
      $endgroup$
      – Jacob Maibach
      Feb 2 at 19:33








    • 1




      $begingroup$
      It is the notation that was used for segments, [a,b] is not an interval. I'll clarify in the op, because this can lead to misunderstandings.
      $endgroup$
      – sawe
      Feb 2 at 19:37














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    2 Answers
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    2 Answers
    2






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    active

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    active

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    1












    $begingroup$

    You are right, the last step needs to be justified.



    I'm denoting with $|⋅|$ the max norm, so $|[a_{ij}]| = max_{i,j}|a_{ij}|$, and I'll call $T$ the matrix $begin{bmatrix}Df_1(c_1)\vdots\Df_m(c_m)end{bmatrix}$.



    Being $det[Df(p)] ≠ 0$, we can write:
    $$|b-a| = |Df(p)^{-1}Df(p)(b-a)| ≤ m|Df(p)^{-1}||Df(p)(b-a)| = σ^{-1}|Df(p)(b-a)| ⇒ \|Df(p)(b-a)| ≥ σ|b-a|.$$
    The function $x ↦ Df(x)$ is continuous, so we can choose the radius of $U$ is small enough that: $$x ∈ U ⇒ |Df(p)-Df(x)| < σ/m ⇒ |Df_i(p)-Df_i(c_i)| < σ/m ⇒ |Df(p)-T| < σ/m.$$



    Now, if $b ≠ a$, we have:
    $$σ|b-a| - |T(b-a)| ≤ |Df(p)(b-a)| - |T(b-a)| ≤ |[Df(p) - T](b-a)| ≤ \m|Df(p) - T||b-a| < σ|b-a| ⇒ |f(b) - f(a)| = |T(b-a)| > 0.$$






    share|cite|improve this answer









    $endgroup$


















      1












      $begingroup$

      You are right, the last step needs to be justified.



      I'm denoting with $|⋅|$ the max norm, so $|[a_{ij}]| = max_{i,j}|a_{ij}|$, and I'll call $T$ the matrix $begin{bmatrix}Df_1(c_1)\vdots\Df_m(c_m)end{bmatrix}$.



      Being $det[Df(p)] ≠ 0$, we can write:
      $$|b-a| = |Df(p)^{-1}Df(p)(b-a)| ≤ m|Df(p)^{-1}||Df(p)(b-a)| = σ^{-1}|Df(p)(b-a)| ⇒ \|Df(p)(b-a)| ≥ σ|b-a|.$$
      The function $x ↦ Df(x)$ is continuous, so we can choose the radius of $U$ is small enough that: $$x ∈ U ⇒ |Df(p)-Df(x)| < σ/m ⇒ |Df_i(p)-Df_i(c_i)| < σ/m ⇒ |Df(p)-T| < σ/m.$$



      Now, if $b ≠ a$, we have:
      $$σ|b-a| - |T(b-a)| ≤ |Df(p)(b-a)| - |T(b-a)| ≤ |[Df(p) - T](b-a)| ≤ \m|Df(p) - T||b-a| < σ|b-a| ⇒ |f(b) - f(a)| = |T(b-a)| > 0.$$






      share|cite|improve this answer









      $endgroup$
















        1












        1








        1





        $begingroup$

        You are right, the last step needs to be justified.



        I'm denoting with $|⋅|$ the max norm, so $|[a_{ij}]| = max_{i,j}|a_{ij}|$, and I'll call $T$ the matrix $begin{bmatrix}Df_1(c_1)\vdots\Df_m(c_m)end{bmatrix}$.



        Being $det[Df(p)] ≠ 0$, we can write:
        $$|b-a| = |Df(p)^{-1}Df(p)(b-a)| ≤ m|Df(p)^{-1}||Df(p)(b-a)| = σ^{-1}|Df(p)(b-a)| ⇒ \|Df(p)(b-a)| ≥ σ|b-a|.$$
        The function $x ↦ Df(x)$ is continuous, so we can choose the radius of $U$ is small enough that: $$x ∈ U ⇒ |Df(p)-Df(x)| < σ/m ⇒ |Df_i(p)-Df_i(c_i)| < σ/m ⇒ |Df(p)-T| < σ/m.$$



        Now, if $b ≠ a$, we have:
        $$σ|b-a| - |T(b-a)| ≤ |Df(p)(b-a)| - |T(b-a)| ≤ |[Df(p) - T](b-a)| ≤ \m|Df(p) - T||b-a| < σ|b-a| ⇒ |f(b) - f(a)| = |T(b-a)| > 0.$$






        share|cite|improve this answer









        $endgroup$



        You are right, the last step needs to be justified.



        I'm denoting with $|⋅|$ the max norm, so $|[a_{ij}]| = max_{i,j}|a_{ij}|$, and I'll call $T$ the matrix $begin{bmatrix}Df_1(c_1)\vdots\Df_m(c_m)end{bmatrix}$.



        Being $det[Df(p)] ≠ 0$, we can write:
        $$|b-a| = |Df(p)^{-1}Df(p)(b-a)| ≤ m|Df(p)^{-1}||Df(p)(b-a)| = σ^{-1}|Df(p)(b-a)| ⇒ \|Df(p)(b-a)| ≥ σ|b-a|.$$
        The function $x ↦ Df(x)$ is continuous, so we can choose the radius of $U$ is small enough that: $$x ∈ U ⇒ |Df(p)-Df(x)| < σ/m ⇒ |Df_i(p)-Df_i(c_i)| < σ/m ⇒ |Df(p)-T| < σ/m.$$



        Now, if $b ≠ a$, we have:
        $$σ|b-a| - |T(b-a)| ≤ |Df(p)(b-a)| - |T(b-a)| ≤ |[Df(p) - T](b-a)| ≤ \m|Df(p) - T||b-a| < σ|b-a| ⇒ |f(b) - f(a)| = |T(b-a)| > 0.$$







        share|cite|improve this answer












        share|cite|improve this answer



        share|cite|improve this answer










        answered Feb 3 at 9:17









        Markus SteinerMarkus Steiner

        1036




        1036























            0












            $begingroup$

            The proof does not seem to make sense because of an issue it has. First, note
            that for the last step, the equation should read
            $$
            f(b) - f(a) =
            begin{bmatrix}
            Df_{1}(c) \
            Df_{2}(c) \
            dots \
            Df_{m}(c)
            end{bmatrix}
            (b - a)
            $$

            where $c$ is the vector with components $c_{i}$. That is, each $f_{i}$ is a function from $R^{m}$ to $R^{1}$, so its linearization should have $R^{m}$ as the domain. Therefore, the previous claim
            $$ f_{i}(b) - f_{i}(a) = Df_{i}(c_{i})(b - a) $$
            needs to be corrected somehow. That should be sufficient to fix the proof.






            share|cite|improve this answer









            $endgroup$













            • $begingroup$
              Sorry, but $c_i$ is meant to be a vector on the segment $[a,b]$, not the component of a vector. The function $f$ is multivariate, when we apply the mean value theorem for each component, we get different $c_i$.
              $endgroup$
              – sawe
              Feb 2 at 19:00










            • $begingroup$
              @sawe but why does the proof state that $c_{i} in [a, b]$?
              $endgroup$
              – Jacob Maibach
              Feb 2 at 19:29










            • $begingroup$
              @sawe it seems that line needs to be clarified then, since it does not make sense as written. There is no general multivariate mean value theorem, so it must be a more complicated application of the single-variable MVT.
              $endgroup$
              – Jacob Maibach
              Feb 2 at 19:33








            • 1




              $begingroup$
              It is the notation that was used for segments, [a,b] is not an interval. I'll clarify in the op, because this can lead to misunderstandings.
              $endgroup$
              – sawe
              Feb 2 at 19:37


















            0












            $begingroup$

            The proof does not seem to make sense because of an issue it has. First, note
            that for the last step, the equation should read
            $$
            f(b) - f(a) =
            begin{bmatrix}
            Df_{1}(c) \
            Df_{2}(c) \
            dots \
            Df_{m}(c)
            end{bmatrix}
            (b - a)
            $$

            where $c$ is the vector with components $c_{i}$. That is, each $f_{i}$ is a function from $R^{m}$ to $R^{1}$, so its linearization should have $R^{m}$ as the domain. Therefore, the previous claim
            $$ f_{i}(b) - f_{i}(a) = Df_{i}(c_{i})(b - a) $$
            needs to be corrected somehow. That should be sufficient to fix the proof.






            share|cite|improve this answer









            $endgroup$













            • $begingroup$
              Sorry, but $c_i$ is meant to be a vector on the segment $[a,b]$, not the component of a vector. The function $f$ is multivariate, when we apply the mean value theorem for each component, we get different $c_i$.
              $endgroup$
              – sawe
              Feb 2 at 19:00










            • $begingroup$
              @sawe but why does the proof state that $c_{i} in [a, b]$?
              $endgroup$
              – Jacob Maibach
              Feb 2 at 19:29










            • $begingroup$
              @sawe it seems that line needs to be clarified then, since it does not make sense as written. There is no general multivariate mean value theorem, so it must be a more complicated application of the single-variable MVT.
              $endgroup$
              – Jacob Maibach
              Feb 2 at 19:33








            • 1




              $begingroup$
              It is the notation that was used for segments, [a,b] is not an interval. I'll clarify in the op, because this can lead to misunderstandings.
              $endgroup$
              – sawe
              Feb 2 at 19:37
















            0












            0








            0





            $begingroup$

            The proof does not seem to make sense because of an issue it has. First, note
            that for the last step, the equation should read
            $$
            f(b) - f(a) =
            begin{bmatrix}
            Df_{1}(c) \
            Df_{2}(c) \
            dots \
            Df_{m}(c)
            end{bmatrix}
            (b - a)
            $$

            where $c$ is the vector with components $c_{i}$. That is, each $f_{i}$ is a function from $R^{m}$ to $R^{1}$, so its linearization should have $R^{m}$ as the domain. Therefore, the previous claim
            $$ f_{i}(b) - f_{i}(a) = Df_{i}(c_{i})(b - a) $$
            needs to be corrected somehow. That should be sufficient to fix the proof.






            share|cite|improve this answer









            $endgroup$



            The proof does not seem to make sense because of an issue it has. First, note
            that for the last step, the equation should read
            $$
            f(b) - f(a) =
            begin{bmatrix}
            Df_{1}(c) \
            Df_{2}(c) \
            dots \
            Df_{m}(c)
            end{bmatrix}
            (b - a)
            $$

            where $c$ is the vector with components $c_{i}$. That is, each $f_{i}$ is a function from $R^{m}$ to $R^{1}$, so its linearization should have $R^{m}$ as the domain. Therefore, the previous claim
            $$ f_{i}(b) - f_{i}(a) = Df_{i}(c_{i})(b - a) $$
            needs to be corrected somehow. That should be sufficient to fix the proof.







            share|cite|improve this answer












            share|cite|improve this answer



            share|cite|improve this answer










            answered Feb 2 at 18:53









            Jacob MaibachJacob Maibach

            1,4902917




            1,4902917












            • $begingroup$
              Sorry, but $c_i$ is meant to be a vector on the segment $[a,b]$, not the component of a vector. The function $f$ is multivariate, when we apply the mean value theorem for each component, we get different $c_i$.
              $endgroup$
              – sawe
              Feb 2 at 19:00










            • $begingroup$
              @sawe but why does the proof state that $c_{i} in [a, b]$?
              $endgroup$
              – Jacob Maibach
              Feb 2 at 19:29










            • $begingroup$
              @sawe it seems that line needs to be clarified then, since it does not make sense as written. There is no general multivariate mean value theorem, so it must be a more complicated application of the single-variable MVT.
              $endgroup$
              – Jacob Maibach
              Feb 2 at 19:33








            • 1




              $begingroup$
              It is the notation that was used for segments, [a,b] is not an interval. I'll clarify in the op, because this can lead to misunderstandings.
              $endgroup$
              – sawe
              Feb 2 at 19:37




















            • $begingroup$
              Sorry, but $c_i$ is meant to be a vector on the segment $[a,b]$, not the component of a vector. The function $f$ is multivariate, when we apply the mean value theorem for each component, we get different $c_i$.
              $endgroup$
              – sawe
              Feb 2 at 19:00










            • $begingroup$
              @sawe but why does the proof state that $c_{i} in [a, b]$?
              $endgroup$
              – Jacob Maibach
              Feb 2 at 19:29










            • $begingroup$
              @sawe it seems that line needs to be clarified then, since it does not make sense as written. There is no general multivariate mean value theorem, so it must be a more complicated application of the single-variable MVT.
              $endgroup$
              – Jacob Maibach
              Feb 2 at 19:33








            • 1




              $begingroup$
              It is the notation that was used for segments, [a,b] is not an interval. I'll clarify in the op, because this can lead to misunderstandings.
              $endgroup$
              – sawe
              Feb 2 at 19:37


















            $begingroup$
            Sorry, but $c_i$ is meant to be a vector on the segment $[a,b]$, not the component of a vector. The function $f$ is multivariate, when we apply the mean value theorem for each component, we get different $c_i$.
            $endgroup$
            – sawe
            Feb 2 at 19:00




            $begingroup$
            Sorry, but $c_i$ is meant to be a vector on the segment $[a,b]$, not the component of a vector. The function $f$ is multivariate, when we apply the mean value theorem for each component, we get different $c_i$.
            $endgroup$
            – sawe
            Feb 2 at 19:00












            $begingroup$
            @sawe but why does the proof state that $c_{i} in [a, b]$?
            $endgroup$
            – Jacob Maibach
            Feb 2 at 19:29




            $begingroup$
            @sawe but why does the proof state that $c_{i} in [a, b]$?
            $endgroup$
            – Jacob Maibach
            Feb 2 at 19:29












            $begingroup$
            @sawe it seems that line needs to be clarified then, since it does not make sense as written. There is no general multivariate mean value theorem, so it must be a more complicated application of the single-variable MVT.
            $endgroup$
            – Jacob Maibach
            Feb 2 at 19:33






            $begingroup$
            @sawe it seems that line needs to be clarified then, since it does not make sense as written. There is no general multivariate mean value theorem, so it must be a more complicated application of the single-variable MVT.
            $endgroup$
            – Jacob Maibach
            Feb 2 at 19:33






            1




            1




            $begingroup$
            It is the notation that was used for segments, [a,b] is not an interval. I'll clarify in the op, because this can lead to misunderstandings.
            $endgroup$
            – sawe
            Feb 2 at 19:37






            $begingroup$
            It is the notation that was used for segments, [a,b] is not an interval. I'll clarify in the op, because this can lead to misunderstandings.
            $endgroup$
            – sawe
            Feb 2 at 19:37




















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