Is there a closed form for the integral $int_0^infty frac{e^{-x^2} I_0 left(beta x right) d x}{sqrt{...












7












$begingroup$


I encountered this integral in my work, and it would be really convenient if it had a closed form in terms of any known special functions (which Mathematica could handle):



$$J(alpha,beta)=int_0^infty frac{e^{-x^2} I_0 left(beta x right) d x}{sqrt{ alpha^2+x^2}}$$



It's easy to see that:



$$J(alpha,0)=frac12 e^{alpha^2/2} K_0 left( frac{alpha^2}{2} right)$$



Using series expansion of the Bessel function and a little help from Mathematica, I was able to get a series expression:



$$J(alpha,beta)=frac12 e^{alpha^2/2} K_0 left( frac{alpha^2}{2} right)+frac{sqrt{pi}}{16} beta^2 sum_{k=0}^infty frac{(2k+1)!}{k!^3 (k+1)^2} U left(frac{1}{2},-k,alpha^2 right) frac{beta^{2k}}{4^{2k}}$$



Where $U$ is the confluent hypergeometric function, which in this case (according to Mathematica) is a linear combination of Bessel functions $K_0$ and $K_1$ though I wasn't able to get the general expression for the coefficients yet.



This series is good for small values of $beta$, but for large $beta$ I need too many terms, and the computation time is slower than I'd like.



I know that it's simple to get a quadrature formula for the integral, but still, a closed form would be better.





The integral can be thought as a Hankel transform with imaginary argument, but I wasn't able to find it in the tables of Hankel transforms either.





Clarification re: R. Burton's comment:



The final expression has the form:



$$alpha e^{-beta^2/2} J(alpha,beta)$$



Which should make the expression finite for every choice of variables.





Now that I think about it, I should probably use asymptotics for the Bessel function for large $beta$:



$$I_0 left(beta x right) asymp frac{1}{sqrt{2 pi beta x}}e^{beta x}$$



Then I get:



$$J(alpha,beta) asymp frac{1}{sqrt{2 pi beta}} int_0^infty frac{e^{-x^2+beta x} d x}{sqrt{x}sqrt{ alpha^2+x^2}}, quad beta to infty$$



Which I still don't know the closed form for.





A more simple integral which does have a closed form:



$$int_0^infty e^{-x^2} I_0 left(beta x right) d x= frac{sqrt{pi}}{2} e^{beta^2/8} I_0 left(frac{beta^2}{8} right)$$










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$endgroup$












  • $begingroup$
    I don't know about a closed form, but you can use the definition of $$I_0(x)=sum_{n=0}^infty frac{(beta x)^{2n}}{4^nn!^2}$$ to get $$J(alpha,beta,x)=int_0^infty frac{e^{-x^2}}{leftVert(alpha,x)rightVert}sum_{n=0}^infty frac{(beta x)^{2n}}{4^nn!^2} dx$$ If you truncate the sum it should at least reduce the computation time.
    $endgroup$
    – R. Burton
    Dec 26 '18 at 16:39










  • $begingroup$
    Also, I tried running this through Scilab, and for very large $beta$ (ex 130+), I ended up with things like $xtimes10^{103}$, %inf, and error messages. Suffice to say that for sufficiently large $beta$, the output of $J$ becomes impractically large.
    $endgroup$
    – R. Burton
    Dec 26 '18 at 16:46












  • $begingroup$
    @R.Burton, re: your first comment: this is what I did to get the series
    $endgroup$
    – Yuriy S
    Dec 26 '18 at 17:15










  • $begingroup$
    @R.Burton, I posted an edit to answer your second observation. The point is that for large $beta$ there's an exponential factor before the integral which should make it small. I guess instead of the series we could derive some kind of asymptotic expression for that case
    $endgroup$
    – Yuriy S
    Dec 26 '18 at 18:07












  • $begingroup$
    Is this somehow related to probability distributions or wavefunctions?
    $endgroup$
    – R. Burton
    Dec 27 '18 at 22:57
















7












$begingroup$


I encountered this integral in my work, and it would be really convenient if it had a closed form in terms of any known special functions (which Mathematica could handle):



$$J(alpha,beta)=int_0^infty frac{e^{-x^2} I_0 left(beta x right) d x}{sqrt{ alpha^2+x^2}}$$



It's easy to see that:



$$J(alpha,0)=frac12 e^{alpha^2/2} K_0 left( frac{alpha^2}{2} right)$$



Using series expansion of the Bessel function and a little help from Mathematica, I was able to get a series expression:



$$J(alpha,beta)=frac12 e^{alpha^2/2} K_0 left( frac{alpha^2}{2} right)+frac{sqrt{pi}}{16} beta^2 sum_{k=0}^infty frac{(2k+1)!}{k!^3 (k+1)^2} U left(frac{1}{2},-k,alpha^2 right) frac{beta^{2k}}{4^{2k}}$$



Where $U$ is the confluent hypergeometric function, which in this case (according to Mathematica) is a linear combination of Bessel functions $K_0$ and $K_1$ though I wasn't able to get the general expression for the coefficients yet.



This series is good for small values of $beta$, but for large $beta$ I need too many terms, and the computation time is slower than I'd like.



I know that it's simple to get a quadrature formula for the integral, but still, a closed form would be better.





The integral can be thought as a Hankel transform with imaginary argument, but I wasn't able to find it in the tables of Hankel transforms either.





Clarification re: R. Burton's comment:



The final expression has the form:



$$alpha e^{-beta^2/2} J(alpha,beta)$$



Which should make the expression finite for every choice of variables.





Now that I think about it, I should probably use asymptotics for the Bessel function for large $beta$:



$$I_0 left(beta x right) asymp frac{1}{sqrt{2 pi beta x}}e^{beta x}$$



Then I get:



$$J(alpha,beta) asymp frac{1}{sqrt{2 pi beta}} int_0^infty frac{e^{-x^2+beta x} d x}{sqrt{x}sqrt{ alpha^2+x^2}}, quad beta to infty$$



Which I still don't know the closed form for.





A more simple integral which does have a closed form:



$$int_0^infty e^{-x^2} I_0 left(beta x right) d x= frac{sqrt{pi}}{2} e^{beta^2/8} I_0 left(frac{beta^2}{8} right)$$










share|cite|improve this question











$endgroup$












  • $begingroup$
    I don't know about a closed form, but you can use the definition of $$I_0(x)=sum_{n=0}^infty frac{(beta x)^{2n}}{4^nn!^2}$$ to get $$J(alpha,beta,x)=int_0^infty frac{e^{-x^2}}{leftVert(alpha,x)rightVert}sum_{n=0}^infty frac{(beta x)^{2n}}{4^nn!^2} dx$$ If you truncate the sum it should at least reduce the computation time.
    $endgroup$
    – R. Burton
    Dec 26 '18 at 16:39










  • $begingroup$
    Also, I tried running this through Scilab, and for very large $beta$ (ex 130+), I ended up with things like $xtimes10^{103}$, %inf, and error messages. Suffice to say that for sufficiently large $beta$, the output of $J$ becomes impractically large.
    $endgroup$
    – R. Burton
    Dec 26 '18 at 16:46












  • $begingroup$
    @R.Burton, re: your first comment: this is what I did to get the series
    $endgroup$
    – Yuriy S
    Dec 26 '18 at 17:15










  • $begingroup$
    @R.Burton, I posted an edit to answer your second observation. The point is that for large $beta$ there's an exponential factor before the integral which should make it small. I guess instead of the series we could derive some kind of asymptotic expression for that case
    $endgroup$
    – Yuriy S
    Dec 26 '18 at 18:07












  • $begingroup$
    Is this somehow related to probability distributions or wavefunctions?
    $endgroup$
    – R. Burton
    Dec 27 '18 at 22:57














7












7








7


1



$begingroup$


I encountered this integral in my work, and it would be really convenient if it had a closed form in terms of any known special functions (which Mathematica could handle):



$$J(alpha,beta)=int_0^infty frac{e^{-x^2} I_0 left(beta x right) d x}{sqrt{ alpha^2+x^2}}$$



It's easy to see that:



$$J(alpha,0)=frac12 e^{alpha^2/2} K_0 left( frac{alpha^2}{2} right)$$



Using series expansion of the Bessel function and a little help from Mathematica, I was able to get a series expression:



$$J(alpha,beta)=frac12 e^{alpha^2/2} K_0 left( frac{alpha^2}{2} right)+frac{sqrt{pi}}{16} beta^2 sum_{k=0}^infty frac{(2k+1)!}{k!^3 (k+1)^2} U left(frac{1}{2},-k,alpha^2 right) frac{beta^{2k}}{4^{2k}}$$



Where $U$ is the confluent hypergeometric function, which in this case (according to Mathematica) is a linear combination of Bessel functions $K_0$ and $K_1$ though I wasn't able to get the general expression for the coefficients yet.



This series is good for small values of $beta$, but for large $beta$ I need too many terms, and the computation time is slower than I'd like.



I know that it's simple to get a quadrature formula for the integral, but still, a closed form would be better.





The integral can be thought as a Hankel transform with imaginary argument, but I wasn't able to find it in the tables of Hankel transforms either.





Clarification re: R. Burton's comment:



The final expression has the form:



$$alpha e^{-beta^2/2} J(alpha,beta)$$



Which should make the expression finite for every choice of variables.





Now that I think about it, I should probably use asymptotics for the Bessel function for large $beta$:



$$I_0 left(beta x right) asymp frac{1}{sqrt{2 pi beta x}}e^{beta x}$$



Then I get:



$$J(alpha,beta) asymp frac{1}{sqrt{2 pi beta}} int_0^infty frac{e^{-x^2+beta x} d x}{sqrt{x}sqrt{ alpha^2+x^2}}, quad beta to infty$$



Which I still don't know the closed form for.





A more simple integral which does have a closed form:



$$int_0^infty e^{-x^2} I_0 left(beta x right) d x= frac{sqrt{pi}}{2} e^{beta^2/8} I_0 left(frac{beta^2}{8} right)$$










share|cite|improve this question











$endgroup$




I encountered this integral in my work, and it would be really convenient if it had a closed form in terms of any known special functions (which Mathematica could handle):



$$J(alpha,beta)=int_0^infty frac{e^{-x^2} I_0 left(beta x right) d x}{sqrt{ alpha^2+x^2}}$$



It's easy to see that:



$$J(alpha,0)=frac12 e^{alpha^2/2} K_0 left( frac{alpha^2}{2} right)$$



Using series expansion of the Bessel function and a little help from Mathematica, I was able to get a series expression:



$$J(alpha,beta)=frac12 e^{alpha^2/2} K_0 left( frac{alpha^2}{2} right)+frac{sqrt{pi}}{16} beta^2 sum_{k=0}^infty frac{(2k+1)!}{k!^3 (k+1)^2} U left(frac{1}{2},-k,alpha^2 right) frac{beta^{2k}}{4^{2k}}$$



Where $U$ is the confluent hypergeometric function, which in this case (according to Mathematica) is a linear combination of Bessel functions $K_0$ and $K_1$ though I wasn't able to get the general expression for the coefficients yet.



This series is good for small values of $beta$, but for large $beta$ I need too many terms, and the computation time is slower than I'd like.



I know that it's simple to get a quadrature formula for the integral, but still, a closed form would be better.





The integral can be thought as a Hankel transform with imaginary argument, but I wasn't able to find it in the tables of Hankel transforms either.





Clarification re: R. Burton's comment:



The final expression has the form:



$$alpha e^{-beta^2/2} J(alpha,beta)$$



Which should make the expression finite for every choice of variables.





Now that I think about it, I should probably use asymptotics for the Bessel function for large $beta$:



$$I_0 left(beta x right) asymp frac{1}{sqrt{2 pi beta x}}e^{beta x}$$



Then I get:



$$J(alpha,beta) asymp frac{1}{sqrt{2 pi beta}} int_0^infty frac{e^{-x^2+beta x} d x}{sqrt{x}sqrt{ alpha^2+x^2}}, quad beta to infty$$



Which I still don't know the closed form for.





A more simple integral which does have a closed form:



$$int_0^infty e^{-x^2} I_0 left(beta x right) d x= frac{sqrt{pi}}{2} e^{beta^2/8} I_0 left(frac{beta^2}{8} right)$$







definite-integrals closed-form bessel-functions






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share|cite|improve this question













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share|cite|improve this question








edited Dec 27 '18 at 11:08







Yuriy S

















asked Dec 26 '18 at 11:41









Yuriy SYuriy S

15.9k433118




15.9k433118












  • $begingroup$
    I don't know about a closed form, but you can use the definition of $$I_0(x)=sum_{n=0}^infty frac{(beta x)^{2n}}{4^nn!^2}$$ to get $$J(alpha,beta,x)=int_0^infty frac{e^{-x^2}}{leftVert(alpha,x)rightVert}sum_{n=0}^infty frac{(beta x)^{2n}}{4^nn!^2} dx$$ If you truncate the sum it should at least reduce the computation time.
    $endgroup$
    – R. Burton
    Dec 26 '18 at 16:39










  • $begingroup$
    Also, I tried running this through Scilab, and for very large $beta$ (ex 130+), I ended up with things like $xtimes10^{103}$, %inf, and error messages. Suffice to say that for sufficiently large $beta$, the output of $J$ becomes impractically large.
    $endgroup$
    – R. Burton
    Dec 26 '18 at 16:46












  • $begingroup$
    @R.Burton, re: your first comment: this is what I did to get the series
    $endgroup$
    – Yuriy S
    Dec 26 '18 at 17:15










  • $begingroup$
    @R.Burton, I posted an edit to answer your second observation. The point is that for large $beta$ there's an exponential factor before the integral which should make it small. I guess instead of the series we could derive some kind of asymptotic expression for that case
    $endgroup$
    – Yuriy S
    Dec 26 '18 at 18:07












  • $begingroup$
    Is this somehow related to probability distributions or wavefunctions?
    $endgroup$
    – R. Burton
    Dec 27 '18 at 22:57


















  • $begingroup$
    I don't know about a closed form, but you can use the definition of $$I_0(x)=sum_{n=0}^infty frac{(beta x)^{2n}}{4^nn!^2}$$ to get $$J(alpha,beta,x)=int_0^infty frac{e^{-x^2}}{leftVert(alpha,x)rightVert}sum_{n=0}^infty frac{(beta x)^{2n}}{4^nn!^2} dx$$ If you truncate the sum it should at least reduce the computation time.
    $endgroup$
    – R. Burton
    Dec 26 '18 at 16:39










  • $begingroup$
    Also, I tried running this through Scilab, and for very large $beta$ (ex 130+), I ended up with things like $xtimes10^{103}$, %inf, and error messages. Suffice to say that for sufficiently large $beta$, the output of $J$ becomes impractically large.
    $endgroup$
    – R. Burton
    Dec 26 '18 at 16:46












  • $begingroup$
    @R.Burton, re: your first comment: this is what I did to get the series
    $endgroup$
    – Yuriy S
    Dec 26 '18 at 17:15










  • $begingroup$
    @R.Burton, I posted an edit to answer your second observation. The point is that for large $beta$ there's an exponential factor before the integral which should make it small. I guess instead of the series we could derive some kind of asymptotic expression for that case
    $endgroup$
    – Yuriy S
    Dec 26 '18 at 18:07












  • $begingroup$
    Is this somehow related to probability distributions or wavefunctions?
    $endgroup$
    – R. Burton
    Dec 27 '18 at 22:57
















$begingroup$
I don't know about a closed form, but you can use the definition of $$I_0(x)=sum_{n=0}^infty frac{(beta x)^{2n}}{4^nn!^2}$$ to get $$J(alpha,beta,x)=int_0^infty frac{e^{-x^2}}{leftVert(alpha,x)rightVert}sum_{n=0}^infty frac{(beta x)^{2n}}{4^nn!^2} dx$$ If you truncate the sum it should at least reduce the computation time.
$endgroup$
– R. Burton
Dec 26 '18 at 16:39




$begingroup$
I don't know about a closed form, but you can use the definition of $$I_0(x)=sum_{n=0}^infty frac{(beta x)^{2n}}{4^nn!^2}$$ to get $$J(alpha,beta,x)=int_0^infty frac{e^{-x^2}}{leftVert(alpha,x)rightVert}sum_{n=0}^infty frac{(beta x)^{2n}}{4^nn!^2} dx$$ If you truncate the sum it should at least reduce the computation time.
$endgroup$
– R. Burton
Dec 26 '18 at 16:39












$begingroup$
Also, I tried running this through Scilab, and for very large $beta$ (ex 130+), I ended up with things like $xtimes10^{103}$, %inf, and error messages. Suffice to say that for sufficiently large $beta$, the output of $J$ becomes impractically large.
$endgroup$
– R. Burton
Dec 26 '18 at 16:46






$begingroup$
Also, I tried running this through Scilab, and for very large $beta$ (ex 130+), I ended up with things like $xtimes10^{103}$, %inf, and error messages. Suffice to say that for sufficiently large $beta$, the output of $J$ becomes impractically large.
$endgroup$
– R. Burton
Dec 26 '18 at 16:46














$begingroup$
@R.Burton, re: your first comment: this is what I did to get the series
$endgroup$
– Yuriy S
Dec 26 '18 at 17:15




$begingroup$
@R.Burton, re: your first comment: this is what I did to get the series
$endgroup$
– Yuriy S
Dec 26 '18 at 17:15












$begingroup$
@R.Burton, I posted an edit to answer your second observation. The point is that for large $beta$ there's an exponential factor before the integral which should make it small. I guess instead of the series we could derive some kind of asymptotic expression for that case
$endgroup$
– Yuriy S
Dec 26 '18 at 18:07






$begingroup$
@R.Burton, I posted an edit to answer your second observation. The point is that for large $beta$ there's an exponential factor before the integral which should make it small. I guess instead of the series we could derive some kind of asymptotic expression for that case
$endgroup$
– Yuriy S
Dec 26 '18 at 18:07














$begingroup$
Is this somehow related to probability distributions or wavefunctions?
$endgroup$
– R. Burton
Dec 27 '18 at 22:57




$begingroup$
Is this somehow related to probability distributions or wavefunctions?
$endgroup$
– R. Burton
Dec 27 '18 at 22:57










1 Answer
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$begingroup$

Changing $x=beta t$, one can express the asymptotic expression as
begin{align}
J(alpha,beta) &asymp frac{1}{sqrt{2 pi beta}} int_0^infty frac{e^{-x^2+beta x} d x}{sqrt{x}sqrt{ alpha^2+x^2}}, quad beta to infty\
&asymp frac{1}{sqrt{2 pi }} int_0^inftyfrac{e^{-beta^2left( t^2-t right)}}{sqrt{alpha^2+beta^2t^2}}frac{dt}{sqrt{t}}
end{align}

The exponential term reaches its maximum when $t=1/2$, while the remaining part of the integrand behaves smoothly. One may use the Laplace method:
begin{equation}
int_a^b h(t)e^{Mg(t)},dtasympsqrt{frac{2pi}{Mleft|g''(t_0)right|}}h(t_0)e^{Mg(t_0)}, quad M to infty
end{equation}

here $M=beta^2,g(t)=-t^2+t,h(t)=t^{-1/2}left( alpha^2+beta^2t^2 right)^{-1/2},t_0=1/2,g(t_0)=1/4,g''(t_0)=-2$
begin{equation}
J(alpha,beta) simeq frac{2e^{frac{beta^2}{4}}}{betasqrt{4alpha^2+beta^2}}
end{equation}

For $alpha=1.2345,beta=10$, we find numerically $alpha e^{-beta^2/2}J(alpha,beta)=3.4603.10^{-13}$, while the approximation gives $3.3289^{-13}$. Additional terms, both in the $I_0$ expansion and (more laboriously) in the Laplace method, may be added in this way.






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    $begingroup$

    Changing $x=beta t$, one can express the asymptotic expression as
    begin{align}
    J(alpha,beta) &asymp frac{1}{sqrt{2 pi beta}} int_0^infty frac{e^{-x^2+beta x} d x}{sqrt{x}sqrt{ alpha^2+x^2}}, quad beta to infty\
    &asymp frac{1}{sqrt{2 pi }} int_0^inftyfrac{e^{-beta^2left( t^2-t right)}}{sqrt{alpha^2+beta^2t^2}}frac{dt}{sqrt{t}}
    end{align}

    The exponential term reaches its maximum when $t=1/2$, while the remaining part of the integrand behaves smoothly. One may use the Laplace method:
    begin{equation}
    int_a^b h(t)e^{Mg(t)},dtasympsqrt{frac{2pi}{Mleft|g''(t_0)right|}}h(t_0)e^{Mg(t_0)}, quad M to infty
    end{equation}

    here $M=beta^2,g(t)=-t^2+t,h(t)=t^{-1/2}left( alpha^2+beta^2t^2 right)^{-1/2},t_0=1/2,g(t_0)=1/4,g''(t_0)=-2$
    begin{equation}
    J(alpha,beta) simeq frac{2e^{frac{beta^2}{4}}}{betasqrt{4alpha^2+beta^2}}
    end{equation}

    For $alpha=1.2345,beta=10$, we find numerically $alpha e^{-beta^2/2}J(alpha,beta)=3.4603.10^{-13}$, while the approximation gives $3.3289^{-13}$. Additional terms, both in the $I_0$ expansion and (more laboriously) in the Laplace method, may be added in this way.






    share|cite|improve this answer









    $endgroup$


















      0












      $begingroup$

      Changing $x=beta t$, one can express the asymptotic expression as
      begin{align}
      J(alpha,beta) &asymp frac{1}{sqrt{2 pi beta}} int_0^infty frac{e^{-x^2+beta x} d x}{sqrt{x}sqrt{ alpha^2+x^2}}, quad beta to infty\
      &asymp frac{1}{sqrt{2 pi }} int_0^inftyfrac{e^{-beta^2left( t^2-t right)}}{sqrt{alpha^2+beta^2t^2}}frac{dt}{sqrt{t}}
      end{align}

      The exponential term reaches its maximum when $t=1/2$, while the remaining part of the integrand behaves smoothly. One may use the Laplace method:
      begin{equation}
      int_a^b h(t)e^{Mg(t)},dtasympsqrt{frac{2pi}{Mleft|g''(t_0)right|}}h(t_0)e^{Mg(t_0)}, quad M to infty
      end{equation}

      here $M=beta^2,g(t)=-t^2+t,h(t)=t^{-1/2}left( alpha^2+beta^2t^2 right)^{-1/2},t_0=1/2,g(t_0)=1/4,g''(t_0)=-2$
      begin{equation}
      J(alpha,beta) simeq frac{2e^{frac{beta^2}{4}}}{betasqrt{4alpha^2+beta^2}}
      end{equation}

      For $alpha=1.2345,beta=10$, we find numerically $alpha e^{-beta^2/2}J(alpha,beta)=3.4603.10^{-13}$, while the approximation gives $3.3289^{-13}$. Additional terms, both in the $I_0$ expansion and (more laboriously) in the Laplace method, may be added in this way.






      share|cite|improve this answer









      $endgroup$
















        0












        0








        0





        $begingroup$

        Changing $x=beta t$, one can express the asymptotic expression as
        begin{align}
        J(alpha,beta) &asymp frac{1}{sqrt{2 pi beta}} int_0^infty frac{e^{-x^2+beta x} d x}{sqrt{x}sqrt{ alpha^2+x^2}}, quad beta to infty\
        &asymp frac{1}{sqrt{2 pi }} int_0^inftyfrac{e^{-beta^2left( t^2-t right)}}{sqrt{alpha^2+beta^2t^2}}frac{dt}{sqrt{t}}
        end{align}

        The exponential term reaches its maximum when $t=1/2$, while the remaining part of the integrand behaves smoothly. One may use the Laplace method:
        begin{equation}
        int_a^b h(t)e^{Mg(t)},dtasympsqrt{frac{2pi}{Mleft|g''(t_0)right|}}h(t_0)e^{Mg(t_0)}, quad M to infty
        end{equation}

        here $M=beta^2,g(t)=-t^2+t,h(t)=t^{-1/2}left( alpha^2+beta^2t^2 right)^{-1/2},t_0=1/2,g(t_0)=1/4,g''(t_0)=-2$
        begin{equation}
        J(alpha,beta) simeq frac{2e^{frac{beta^2}{4}}}{betasqrt{4alpha^2+beta^2}}
        end{equation}

        For $alpha=1.2345,beta=10$, we find numerically $alpha e^{-beta^2/2}J(alpha,beta)=3.4603.10^{-13}$, while the approximation gives $3.3289^{-13}$. Additional terms, both in the $I_0$ expansion and (more laboriously) in the Laplace method, may be added in this way.






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        $endgroup$



        Changing $x=beta t$, one can express the asymptotic expression as
        begin{align}
        J(alpha,beta) &asymp frac{1}{sqrt{2 pi beta}} int_0^infty frac{e^{-x^2+beta x} d x}{sqrt{x}sqrt{ alpha^2+x^2}}, quad beta to infty\
        &asymp frac{1}{sqrt{2 pi }} int_0^inftyfrac{e^{-beta^2left( t^2-t right)}}{sqrt{alpha^2+beta^2t^2}}frac{dt}{sqrt{t}}
        end{align}

        The exponential term reaches its maximum when $t=1/2$, while the remaining part of the integrand behaves smoothly. One may use the Laplace method:
        begin{equation}
        int_a^b h(t)e^{Mg(t)},dtasympsqrt{frac{2pi}{Mleft|g''(t_0)right|}}h(t_0)e^{Mg(t_0)}, quad M to infty
        end{equation}

        here $M=beta^2,g(t)=-t^2+t,h(t)=t^{-1/2}left( alpha^2+beta^2t^2 right)^{-1/2},t_0=1/2,g(t_0)=1/4,g''(t_0)=-2$
        begin{equation}
        J(alpha,beta) simeq frac{2e^{frac{beta^2}{4}}}{betasqrt{4alpha^2+beta^2}}
        end{equation}

        For $alpha=1.2345,beta=10$, we find numerically $alpha e^{-beta^2/2}J(alpha,beta)=3.4603.10^{-13}$, while the approximation gives $3.3289^{-13}$. Additional terms, both in the $I_0$ expansion and (more laboriously) in the Laplace method, may be added in this way.







        share|cite|improve this answer












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        answered Jan 13 at 23:07









        Paul EntaPaul Enta

        5,47611435




        5,47611435






























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