$K(x,t) = frac{1}{sqrt{4pi t}^N} e^{-frac{|x|^2}{4t}}$, then $D_x^aD_t^k K(x-y,t)le Cexp(-c|y|^2)$











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Let $$K(x,t) = frac{1}{sqrt{4pi t}^N} e^{-frac{|x|^2}{4t}},
t>0, xinmathbb{R}^n$$



Show that if $u_0in L^{infty}(mathbb{R}^N)$ then $$u(x,t) =
int_{mathbb{R}^N} u_0(y)K(x-y,t)dy$$
is infinitely differentiable in
$mathbb{R}^Ntimes ]0,infty[$.



Suggestion: fix $0<a<b$ and $R>0$ and verify that given
$ainmathbb{Z}_+^N, kinmathbb{Z}_+$, there exists constants $C>0,
c>0, p>0$
such that $$D_x^aD_t^k K(x-y,t)le Cexp(-c|y|^2),
x,yinmathbb{R}^N, |x|le R, |y|le p, tin [a,b]$$




I've used Leibniz product differentiation rule and ended up with



$$D_t^k K = sum_i^k{kchoose i}prod_{j=1}^{k-i}left(frac{-N}{2}-jright)(4pi t)^{-frac{N}{2}-j}4^jpi^i frac{(-|x|)^{2i}}{4i}e^{-frac{|x|^2}{4t}}$$



which is already pretty absurd and looks like won't help. I, however, don't see another way of taking thederivative. I know that that product can be converted into a combinatorial but only for even $N$. I still have to take $D_x^a$. Any ideas?










share|cite|improve this question


























    up vote
    0
    down vote

    favorite













    Let $$K(x,t) = frac{1}{sqrt{4pi t}^N} e^{-frac{|x|^2}{4t}},
    t>0, xinmathbb{R}^n$$



    Show that if $u_0in L^{infty}(mathbb{R}^N)$ then $$u(x,t) =
    int_{mathbb{R}^N} u_0(y)K(x-y,t)dy$$
    is infinitely differentiable in
    $mathbb{R}^Ntimes ]0,infty[$.



    Suggestion: fix $0<a<b$ and $R>0$ and verify that given
    $ainmathbb{Z}_+^N, kinmathbb{Z}_+$, there exists constants $C>0,
    c>0, p>0$
    such that $$D_x^aD_t^k K(x-y,t)le Cexp(-c|y|^2),
    x,yinmathbb{R}^N, |x|le R, |y|le p, tin [a,b]$$




    I've used Leibniz product differentiation rule and ended up with



    $$D_t^k K = sum_i^k{kchoose i}prod_{j=1}^{k-i}left(frac{-N}{2}-jright)(4pi t)^{-frac{N}{2}-j}4^jpi^i frac{(-|x|)^{2i}}{4i}e^{-frac{|x|^2}{4t}}$$



    which is already pretty absurd and looks like won't help. I, however, don't see another way of taking thederivative. I know that that product can be converted into a combinatorial but only for even $N$. I still have to take $D_x^a$. Any ideas?










    share|cite|improve this question
























      up vote
      0
      down vote

      favorite









      up vote
      0
      down vote

      favorite












      Let $$K(x,t) = frac{1}{sqrt{4pi t}^N} e^{-frac{|x|^2}{4t}},
      t>0, xinmathbb{R}^n$$



      Show that if $u_0in L^{infty}(mathbb{R}^N)$ then $$u(x,t) =
      int_{mathbb{R}^N} u_0(y)K(x-y,t)dy$$
      is infinitely differentiable in
      $mathbb{R}^Ntimes ]0,infty[$.



      Suggestion: fix $0<a<b$ and $R>0$ and verify that given
      $ainmathbb{Z}_+^N, kinmathbb{Z}_+$, there exists constants $C>0,
      c>0, p>0$
      such that $$D_x^aD_t^k K(x-y,t)le Cexp(-c|y|^2),
      x,yinmathbb{R}^N, |x|le R, |y|le p, tin [a,b]$$




      I've used Leibniz product differentiation rule and ended up with



      $$D_t^k K = sum_i^k{kchoose i}prod_{j=1}^{k-i}left(frac{-N}{2}-jright)(4pi t)^{-frac{N}{2}-j}4^jpi^i frac{(-|x|)^{2i}}{4i}e^{-frac{|x|^2}{4t}}$$



      which is already pretty absurd and looks like won't help. I, however, don't see another way of taking thederivative. I know that that product can be converted into a combinatorial but only for even $N$. I still have to take $D_x^a$. Any ideas?










      share|cite|improve this question














      Let $$K(x,t) = frac{1}{sqrt{4pi t}^N} e^{-frac{|x|^2}{4t}},
      t>0, xinmathbb{R}^n$$



      Show that if $u_0in L^{infty}(mathbb{R}^N)$ then $$u(x,t) =
      int_{mathbb{R}^N} u_0(y)K(x-y,t)dy$$
      is infinitely differentiable in
      $mathbb{R}^Ntimes ]0,infty[$.



      Suggestion: fix $0<a<b$ and $R>0$ and verify that given
      $ainmathbb{Z}_+^N, kinmathbb{Z}_+$, there exists constants $C>0,
      c>0, p>0$
      such that $$D_x^aD_t^k K(x-y,t)le Cexp(-c|y|^2),
      x,yinmathbb{R}^N, |x|le R, |y|le p, tin [a,b]$$




      I've used Leibniz product differentiation rule and ended up with



      $$D_t^k K = sum_i^k{kchoose i}prod_{j=1}^{k-i}left(frac{-N}{2}-jright)(4pi t)^{-frac{N}{2}-j}4^jpi^i frac{(-|x|)^{2i}}{4i}e^{-frac{|x|^2}{4t}}$$



      which is already pretty absurd and looks like won't help. I, however, don't see another way of taking thederivative. I know that that product can be converted into a combinatorial but only for even $N$. I still have to take $D_x^a$. Any ideas?







      calculus real-analysis integration multivariable-calculus pde






      share|cite|improve this question













      share|cite|improve this question











      share|cite|improve this question




      share|cite|improve this question










      asked Nov 13 at 0:45









      Lucas Zanella

      1,17711329




      1,17711329






















          1 Answer
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          You don't really need to keep track of the coefficients, only that you have some control:
          $$
          D^k_t(K(x,t))=p_k(x,t^{-1}) K(x,t)
          $$

          where $p_k$ is a polynomial of degree $4k$. Similarly, take care of the $D_x^alpha$
          $$
          D^alpha_x(D^k_t(K(x-t)) = Q_{k,alpha}(x,t^{-1}) K(x,t)
          $$

          with $Q_{k,alpha}$ a polynomial of degree $4k+2lvertalpharvert$.



          For polynomial $Q_{k,alpha}$, you can bound
          begin{align}
          lvert Q_{k,alpha}(x-y,t)rvert&leq overbrace{(#text{monomials})}^{=C(k,alpha,N)}times\
          &quadtimesunderbrace{(maxlverttext{coefficients}rvert)}_{leq C(k,alpha,N)}times
          (suptext{bound on monomial})
          end{align}

          where we use the obvious notation $C(dots)$ for a universal constant depending only on the those variables listed. Now just bound away each monomial, giving
          begin{align}
          lvert(x-y)^beta t^{-j}rvert&leq C(R,lvertbetarvert)(1+lvert yrvert^2)^{d/2}cdotmax(1,a^{-j})\
          &leq C(R,d,a)(1+lvert yrvert^2)^{d/2}
          end{align}

          for every degree bound $d$, every $lvert xrvertleq R$, every $yinmathbb{R}^N$ and every $tin[a,b]$. Thus we bound
          $$
          (1+lvert yrvert^2)^{d/2}lvert K(x-y,t)rvertleq C(d,R,a,N,varepsilon)exp(-(1/(4b)-varepsilon)lvert yrvert^2)
          $$

          for all $lvert xrvertleq R$, $tin[a,b]$ and $varepsilon>0$. Note we weaken the coefficient of $lvert yrvert^2$ in the exponential to help get the bound in front for all $yinmathbb{R}^N$.






          share|cite|improve this answer























          • Can you be more specific on the degree of the polynomials? I cannot see why the degrees are like that
            – Lucas Zanella
            Nov 13 at 12:19










          • I did the first derivative and I can only find $t$ to have degree 2 and $x$ to have degree 2
            – Lucas Zanella
            Nov 13 at 12:36










          • $D_t$ if act outside of $exp$ it merely increases $t^{-1}$-degree by 1; if acts on the exponential, it brings a $lvert xrvert^2/t^2$, so increases the total degree by 4. Similarly, $D_{x_i}$ on exponential brings a $x_i/t$, so increases total degree by $2$.
            – user10354138
            Nov 13 at 12:57












          • The degree of the $x$ derivative gave me only $|alpha|$
            – Lucas Zanella
            Nov 13 at 13:00










          • plus the degree os the t terms which are $2k$ for me
            – Lucas Zanella
            Nov 13 at 13:01











          Your Answer





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          up vote
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          down vote













          You don't really need to keep track of the coefficients, only that you have some control:
          $$
          D^k_t(K(x,t))=p_k(x,t^{-1}) K(x,t)
          $$

          where $p_k$ is a polynomial of degree $4k$. Similarly, take care of the $D_x^alpha$
          $$
          D^alpha_x(D^k_t(K(x-t)) = Q_{k,alpha}(x,t^{-1}) K(x,t)
          $$

          with $Q_{k,alpha}$ a polynomial of degree $4k+2lvertalpharvert$.



          For polynomial $Q_{k,alpha}$, you can bound
          begin{align}
          lvert Q_{k,alpha}(x-y,t)rvert&leq overbrace{(#text{monomials})}^{=C(k,alpha,N)}times\
          &quadtimesunderbrace{(maxlverttext{coefficients}rvert)}_{leq C(k,alpha,N)}times
          (suptext{bound on monomial})
          end{align}

          where we use the obvious notation $C(dots)$ for a universal constant depending only on the those variables listed. Now just bound away each monomial, giving
          begin{align}
          lvert(x-y)^beta t^{-j}rvert&leq C(R,lvertbetarvert)(1+lvert yrvert^2)^{d/2}cdotmax(1,a^{-j})\
          &leq C(R,d,a)(1+lvert yrvert^2)^{d/2}
          end{align}

          for every degree bound $d$, every $lvert xrvertleq R$, every $yinmathbb{R}^N$ and every $tin[a,b]$. Thus we bound
          $$
          (1+lvert yrvert^2)^{d/2}lvert K(x-y,t)rvertleq C(d,R,a,N,varepsilon)exp(-(1/(4b)-varepsilon)lvert yrvert^2)
          $$

          for all $lvert xrvertleq R$, $tin[a,b]$ and $varepsilon>0$. Note we weaken the coefficient of $lvert yrvert^2$ in the exponential to help get the bound in front for all $yinmathbb{R}^N$.






          share|cite|improve this answer























          • Can you be more specific on the degree of the polynomials? I cannot see why the degrees are like that
            – Lucas Zanella
            Nov 13 at 12:19










          • I did the first derivative and I can only find $t$ to have degree 2 and $x$ to have degree 2
            – Lucas Zanella
            Nov 13 at 12:36










          • $D_t$ if act outside of $exp$ it merely increases $t^{-1}$-degree by 1; if acts on the exponential, it brings a $lvert xrvert^2/t^2$, so increases the total degree by 4. Similarly, $D_{x_i}$ on exponential brings a $x_i/t$, so increases total degree by $2$.
            – user10354138
            Nov 13 at 12:57












          • The degree of the $x$ derivative gave me only $|alpha|$
            – Lucas Zanella
            Nov 13 at 13:00










          • plus the degree os the t terms which are $2k$ for me
            – Lucas Zanella
            Nov 13 at 13:01















          up vote
          0
          down vote













          You don't really need to keep track of the coefficients, only that you have some control:
          $$
          D^k_t(K(x,t))=p_k(x,t^{-1}) K(x,t)
          $$

          where $p_k$ is a polynomial of degree $4k$. Similarly, take care of the $D_x^alpha$
          $$
          D^alpha_x(D^k_t(K(x-t)) = Q_{k,alpha}(x,t^{-1}) K(x,t)
          $$

          with $Q_{k,alpha}$ a polynomial of degree $4k+2lvertalpharvert$.



          For polynomial $Q_{k,alpha}$, you can bound
          begin{align}
          lvert Q_{k,alpha}(x-y,t)rvert&leq overbrace{(#text{monomials})}^{=C(k,alpha,N)}times\
          &quadtimesunderbrace{(maxlverttext{coefficients}rvert)}_{leq C(k,alpha,N)}times
          (suptext{bound on monomial})
          end{align}

          where we use the obvious notation $C(dots)$ for a universal constant depending only on the those variables listed. Now just bound away each monomial, giving
          begin{align}
          lvert(x-y)^beta t^{-j}rvert&leq C(R,lvertbetarvert)(1+lvert yrvert^2)^{d/2}cdotmax(1,a^{-j})\
          &leq C(R,d,a)(1+lvert yrvert^2)^{d/2}
          end{align}

          for every degree bound $d$, every $lvert xrvertleq R$, every $yinmathbb{R}^N$ and every $tin[a,b]$. Thus we bound
          $$
          (1+lvert yrvert^2)^{d/2}lvert K(x-y,t)rvertleq C(d,R,a,N,varepsilon)exp(-(1/(4b)-varepsilon)lvert yrvert^2)
          $$

          for all $lvert xrvertleq R$, $tin[a,b]$ and $varepsilon>0$. Note we weaken the coefficient of $lvert yrvert^2$ in the exponential to help get the bound in front for all $yinmathbb{R}^N$.






          share|cite|improve this answer























          • Can you be more specific on the degree of the polynomials? I cannot see why the degrees are like that
            – Lucas Zanella
            Nov 13 at 12:19










          • I did the first derivative and I can only find $t$ to have degree 2 and $x$ to have degree 2
            – Lucas Zanella
            Nov 13 at 12:36










          • $D_t$ if act outside of $exp$ it merely increases $t^{-1}$-degree by 1; if acts on the exponential, it brings a $lvert xrvert^2/t^2$, so increases the total degree by 4. Similarly, $D_{x_i}$ on exponential brings a $x_i/t$, so increases total degree by $2$.
            – user10354138
            Nov 13 at 12:57












          • The degree of the $x$ derivative gave me only $|alpha|$
            – Lucas Zanella
            Nov 13 at 13:00










          • plus the degree os the t terms which are $2k$ for me
            – Lucas Zanella
            Nov 13 at 13:01













          up vote
          0
          down vote










          up vote
          0
          down vote









          You don't really need to keep track of the coefficients, only that you have some control:
          $$
          D^k_t(K(x,t))=p_k(x,t^{-1}) K(x,t)
          $$

          where $p_k$ is a polynomial of degree $4k$. Similarly, take care of the $D_x^alpha$
          $$
          D^alpha_x(D^k_t(K(x-t)) = Q_{k,alpha}(x,t^{-1}) K(x,t)
          $$

          with $Q_{k,alpha}$ a polynomial of degree $4k+2lvertalpharvert$.



          For polynomial $Q_{k,alpha}$, you can bound
          begin{align}
          lvert Q_{k,alpha}(x-y,t)rvert&leq overbrace{(#text{monomials})}^{=C(k,alpha,N)}times\
          &quadtimesunderbrace{(maxlverttext{coefficients}rvert)}_{leq C(k,alpha,N)}times
          (suptext{bound on monomial})
          end{align}

          where we use the obvious notation $C(dots)$ for a universal constant depending only on the those variables listed. Now just bound away each monomial, giving
          begin{align}
          lvert(x-y)^beta t^{-j}rvert&leq C(R,lvertbetarvert)(1+lvert yrvert^2)^{d/2}cdotmax(1,a^{-j})\
          &leq C(R,d,a)(1+lvert yrvert^2)^{d/2}
          end{align}

          for every degree bound $d$, every $lvert xrvertleq R$, every $yinmathbb{R}^N$ and every $tin[a,b]$. Thus we bound
          $$
          (1+lvert yrvert^2)^{d/2}lvert K(x-y,t)rvertleq C(d,R,a,N,varepsilon)exp(-(1/(4b)-varepsilon)lvert yrvert^2)
          $$

          for all $lvert xrvertleq R$, $tin[a,b]$ and $varepsilon>0$. Note we weaken the coefficient of $lvert yrvert^2$ in the exponential to help get the bound in front for all $yinmathbb{R}^N$.






          share|cite|improve this answer














          You don't really need to keep track of the coefficients, only that you have some control:
          $$
          D^k_t(K(x,t))=p_k(x,t^{-1}) K(x,t)
          $$

          where $p_k$ is a polynomial of degree $4k$. Similarly, take care of the $D_x^alpha$
          $$
          D^alpha_x(D^k_t(K(x-t)) = Q_{k,alpha}(x,t^{-1}) K(x,t)
          $$

          with $Q_{k,alpha}$ a polynomial of degree $4k+2lvertalpharvert$.



          For polynomial $Q_{k,alpha}$, you can bound
          begin{align}
          lvert Q_{k,alpha}(x-y,t)rvert&leq overbrace{(#text{monomials})}^{=C(k,alpha,N)}times\
          &quadtimesunderbrace{(maxlverttext{coefficients}rvert)}_{leq C(k,alpha,N)}times
          (suptext{bound on monomial})
          end{align}

          where we use the obvious notation $C(dots)$ for a universal constant depending only on the those variables listed. Now just bound away each monomial, giving
          begin{align}
          lvert(x-y)^beta t^{-j}rvert&leq C(R,lvertbetarvert)(1+lvert yrvert^2)^{d/2}cdotmax(1,a^{-j})\
          &leq C(R,d,a)(1+lvert yrvert^2)^{d/2}
          end{align}

          for every degree bound $d$, every $lvert xrvertleq R$, every $yinmathbb{R}^N$ and every $tin[a,b]$. Thus we bound
          $$
          (1+lvert yrvert^2)^{d/2}lvert K(x-y,t)rvertleq C(d,R,a,N,varepsilon)exp(-(1/(4b)-varepsilon)lvert yrvert^2)
          $$

          for all $lvert xrvertleq R$, $tin[a,b]$ and $varepsilon>0$. Note we weaken the coefficient of $lvert yrvert^2$ in the exponential to help get the bound in front for all $yinmathbb{R}^N$.







          share|cite|improve this answer














          share|cite|improve this answer



          share|cite|improve this answer








          edited Nov 14 at 0:07

























          answered Nov 13 at 2:16









          user10354138

          6,294623




          6,294623












          • Can you be more specific on the degree of the polynomials? I cannot see why the degrees are like that
            – Lucas Zanella
            Nov 13 at 12:19










          • I did the first derivative and I can only find $t$ to have degree 2 and $x$ to have degree 2
            – Lucas Zanella
            Nov 13 at 12:36










          • $D_t$ if act outside of $exp$ it merely increases $t^{-1}$-degree by 1; if acts on the exponential, it brings a $lvert xrvert^2/t^2$, so increases the total degree by 4. Similarly, $D_{x_i}$ on exponential brings a $x_i/t$, so increases total degree by $2$.
            – user10354138
            Nov 13 at 12:57












          • The degree of the $x$ derivative gave me only $|alpha|$
            – Lucas Zanella
            Nov 13 at 13:00










          • plus the degree os the t terms which are $2k$ for me
            – Lucas Zanella
            Nov 13 at 13:01


















          • Can you be more specific on the degree of the polynomials? I cannot see why the degrees are like that
            – Lucas Zanella
            Nov 13 at 12:19










          • I did the first derivative and I can only find $t$ to have degree 2 and $x$ to have degree 2
            – Lucas Zanella
            Nov 13 at 12:36










          • $D_t$ if act outside of $exp$ it merely increases $t^{-1}$-degree by 1; if acts on the exponential, it brings a $lvert xrvert^2/t^2$, so increases the total degree by 4. Similarly, $D_{x_i}$ on exponential brings a $x_i/t$, so increases total degree by $2$.
            – user10354138
            Nov 13 at 12:57












          • The degree of the $x$ derivative gave me only $|alpha|$
            – Lucas Zanella
            Nov 13 at 13:00










          • plus the degree os the t terms which are $2k$ for me
            – Lucas Zanella
            Nov 13 at 13:01
















          Can you be more specific on the degree of the polynomials? I cannot see why the degrees are like that
          – Lucas Zanella
          Nov 13 at 12:19




          Can you be more specific on the degree of the polynomials? I cannot see why the degrees are like that
          – Lucas Zanella
          Nov 13 at 12:19












          I did the first derivative and I can only find $t$ to have degree 2 and $x$ to have degree 2
          – Lucas Zanella
          Nov 13 at 12:36




          I did the first derivative and I can only find $t$ to have degree 2 and $x$ to have degree 2
          – Lucas Zanella
          Nov 13 at 12:36












          $D_t$ if act outside of $exp$ it merely increases $t^{-1}$-degree by 1; if acts on the exponential, it brings a $lvert xrvert^2/t^2$, so increases the total degree by 4. Similarly, $D_{x_i}$ on exponential brings a $x_i/t$, so increases total degree by $2$.
          – user10354138
          Nov 13 at 12:57






          $D_t$ if act outside of $exp$ it merely increases $t^{-1}$-degree by 1; if acts on the exponential, it brings a $lvert xrvert^2/t^2$, so increases the total degree by 4. Similarly, $D_{x_i}$ on exponential brings a $x_i/t$, so increases total degree by $2$.
          – user10354138
          Nov 13 at 12:57














          The degree of the $x$ derivative gave me only $|alpha|$
          – Lucas Zanella
          Nov 13 at 13:00




          The degree of the $x$ derivative gave me only $|alpha|$
          – Lucas Zanella
          Nov 13 at 13:00












          plus the degree os the t terms which are $2k$ for me
          – Lucas Zanella
          Nov 13 at 13:01




          plus the degree os the t terms which are $2k$ for me
          – Lucas Zanella
          Nov 13 at 13:01


















           

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