large x and small x expansion for gamma-like function
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2
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Find two approximations for the integral ($x>0$)
begin{equation}
I(x) = frac{1}{2pi}int_{-frac{pi}{2}}^{frac{pi}{2}}
e^{x cos^2(theta)}dtheta
end{equation}
one for small $x$ (keeping up to linear order in $x$) and one for large values of $x$ (keeping only the leading order term).
For the small x expansion, I tried using a Maclauren series for the function in the exponential, and it seemed to work...I am unsure what to do for large x or how to check my answer. I know this is likely related to the Gamma function, but am fairly novice at problems of this form. Any help deeply appreciated!
sequences-and-series complex-analysis asymptotics gamma-function
New contributor
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show 1 more comment
up vote
2
down vote
favorite
Find two approximations for the integral ($x>0$)
begin{equation}
I(x) = frac{1}{2pi}int_{-frac{pi}{2}}^{frac{pi}{2}}
e^{x cos^2(theta)}dtheta
end{equation}
one for small $x$ (keeping up to linear order in $x$) and one for large values of $x$ (keeping only the leading order term).
For the small x expansion, I tried using a Maclauren series for the function in the exponential, and it seemed to work...I am unsure what to do for large x or how to check my answer. I know this is likely related to the Gamma function, but am fairly novice at problems of this form. Any help deeply appreciated!
sequences-and-series complex-analysis asymptotics gamma-function
New contributor
1
For large $x$ check out en.wikipedia.org/wiki/Laplace%27s_method
– Yuriy S
2 days ago
Thanks @Yuriy. I haven't been exposed to this method, so I think I'd like to solve using asymptotic series. Still working through a few trials, but am interested in easier ways to solve problems like these outside of my current situation.
– niagarajohn
2 days ago
1
Laplace's method is the standard one for such situations, and it's really simple. But of course, you can choose to try some other way
– Yuriy S
2 days ago
Seconding @Yuriy's suggestion.
– Antonio Vargas
2 days ago
My attempt for small x: begin{align} I(x) &= frac{1}{2pi}int_{-frac{pi}{2}}^{frac{pi}{2}} e^{x cos^2(theta)}dtheta\ &= frac{1}{2pi}int_{-frac{pi}{2}}^{frac{pi}{2}} dtheta [1 + xcos^2{theta} + order{x^2}]\ &= frac{1}{2pi}int_{-frac{pi}{2}}^{frac{pi}{2}} dtheta [1 + frac{x}{2}(1+cos{2theta}) + order{x^2}]\ &approx frac{1}{2pi} [pi + frac{x}{2}(pi)] end{align} Therefore, begin{align} &boxed{ I(x)approx frac{1}{2} + frac{x}{4} text{for small $x$}} end{align}
– niagarajohn
yesterday
|
show 1 more comment
up vote
2
down vote
favorite
up vote
2
down vote
favorite
Find two approximations for the integral ($x>0$)
begin{equation}
I(x) = frac{1}{2pi}int_{-frac{pi}{2}}^{frac{pi}{2}}
e^{x cos^2(theta)}dtheta
end{equation}
one for small $x$ (keeping up to linear order in $x$) and one for large values of $x$ (keeping only the leading order term).
For the small x expansion, I tried using a Maclauren series for the function in the exponential, and it seemed to work...I am unsure what to do for large x or how to check my answer. I know this is likely related to the Gamma function, but am fairly novice at problems of this form. Any help deeply appreciated!
sequences-and-series complex-analysis asymptotics gamma-function
New contributor
Find two approximations for the integral ($x>0$)
begin{equation}
I(x) = frac{1}{2pi}int_{-frac{pi}{2}}^{frac{pi}{2}}
e^{x cos^2(theta)}dtheta
end{equation}
one for small $x$ (keeping up to linear order in $x$) and one for large values of $x$ (keeping only the leading order term).
For the small x expansion, I tried using a Maclauren series for the function in the exponential, and it seemed to work...I am unsure what to do for large x or how to check my answer. I know this is likely related to the Gamma function, but am fairly novice at problems of this form. Any help deeply appreciated!
sequences-and-series complex-analysis asymptotics gamma-function
sequences-and-series complex-analysis asymptotics gamma-function
New contributor
New contributor
New contributor
asked 2 days ago
niagarajohn
184
184
New contributor
New contributor
1
For large $x$ check out en.wikipedia.org/wiki/Laplace%27s_method
– Yuriy S
2 days ago
Thanks @Yuriy. I haven't been exposed to this method, so I think I'd like to solve using asymptotic series. Still working through a few trials, but am interested in easier ways to solve problems like these outside of my current situation.
– niagarajohn
2 days ago
1
Laplace's method is the standard one for such situations, and it's really simple. But of course, you can choose to try some other way
– Yuriy S
2 days ago
Seconding @Yuriy's suggestion.
– Antonio Vargas
2 days ago
My attempt for small x: begin{align} I(x) &= frac{1}{2pi}int_{-frac{pi}{2}}^{frac{pi}{2}} e^{x cos^2(theta)}dtheta\ &= frac{1}{2pi}int_{-frac{pi}{2}}^{frac{pi}{2}} dtheta [1 + xcos^2{theta} + order{x^2}]\ &= frac{1}{2pi}int_{-frac{pi}{2}}^{frac{pi}{2}} dtheta [1 + frac{x}{2}(1+cos{2theta}) + order{x^2}]\ &approx frac{1}{2pi} [pi + frac{x}{2}(pi)] end{align} Therefore, begin{align} &boxed{ I(x)approx frac{1}{2} + frac{x}{4} text{for small $x$}} end{align}
– niagarajohn
yesterday
|
show 1 more comment
1
For large $x$ check out en.wikipedia.org/wiki/Laplace%27s_method
– Yuriy S
2 days ago
Thanks @Yuriy. I haven't been exposed to this method, so I think I'd like to solve using asymptotic series. Still working through a few trials, but am interested in easier ways to solve problems like these outside of my current situation.
– niagarajohn
2 days ago
1
Laplace's method is the standard one for such situations, and it's really simple. But of course, you can choose to try some other way
– Yuriy S
2 days ago
Seconding @Yuriy's suggestion.
– Antonio Vargas
2 days ago
My attempt for small x: begin{align} I(x) &= frac{1}{2pi}int_{-frac{pi}{2}}^{frac{pi}{2}} e^{x cos^2(theta)}dtheta\ &= frac{1}{2pi}int_{-frac{pi}{2}}^{frac{pi}{2}} dtheta [1 + xcos^2{theta} + order{x^2}]\ &= frac{1}{2pi}int_{-frac{pi}{2}}^{frac{pi}{2}} dtheta [1 + frac{x}{2}(1+cos{2theta}) + order{x^2}]\ &approx frac{1}{2pi} [pi + frac{x}{2}(pi)] end{align} Therefore, begin{align} &boxed{ I(x)approx frac{1}{2} + frac{x}{4} text{for small $x$}} end{align}
– niagarajohn
yesterday
1
1
For large $x$ check out en.wikipedia.org/wiki/Laplace%27s_method
– Yuriy S
2 days ago
For large $x$ check out en.wikipedia.org/wiki/Laplace%27s_method
– Yuriy S
2 days ago
Thanks @Yuriy. I haven't been exposed to this method, so I think I'd like to solve using asymptotic series. Still working through a few trials, but am interested in easier ways to solve problems like these outside of my current situation.
– niagarajohn
2 days ago
Thanks @Yuriy. I haven't been exposed to this method, so I think I'd like to solve using asymptotic series. Still working through a few trials, but am interested in easier ways to solve problems like these outside of my current situation.
– niagarajohn
2 days ago
1
1
Laplace's method is the standard one for such situations, and it's really simple. But of course, you can choose to try some other way
– Yuriy S
2 days ago
Laplace's method is the standard one for such situations, and it's really simple. But of course, you can choose to try some other way
– Yuriy S
2 days ago
Seconding @Yuriy's suggestion.
– Antonio Vargas
2 days ago
Seconding @Yuriy's suggestion.
– Antonio Vargas
2 days ago
My attempt for small x: begin{align} I(x) &= frac{1}{2pi}int_{-frac{pi}{2}}^{frac{pi}{2}} e^{x cos^2(theta)}dtheta\ &= frac{1}{2pi}int_{-frac{pi}{2}}^{frac{pi}{2}} dtheta [1 + xcos^2{theta} + order{x^2}]\ &= frac{1}{2pi}int_{-frac{pi}{2}}^{frac{pi}{2}} dtheta [1 + frac{x}{2}(1+cos{2theta}) + order{x^2}]\ &approx frac{1}{2pi} [pi + frac{x}{2}(pi)] end{align} Therefore, begin{align} &boxed{ I(x)approx frac{1}{2} + frac{x}{4} text{for small $x$}} end{align}
– niagarajohn
yesterday
My attempt for small x: begin{align} I(x) &= frac{1}{2pi}int_{-frac{pi}{2}}^{frac{pi}{2}} e^{x cos^2(theta)}dtheta\ &= frac{1}{2pi}int_{-frac{pi}{2}}^{frac{pi}{2}} dtheta [1 + xcos^2{theta} + order{x^2}]\ &= frac{1}{2pi}int_{-frac{pi}{2}}^{frac{pi}{2}} dtheta [1 + frac{x}{2}(1+cos{2theta}) + order{x^2}]\ &approx frac{1}{2pi} [pi + frac{x}{2}(pi)] end{align} Therefore, begin{align} &boxed{ I(x)approx frac{1}{2} + frac{x}{4} text{for small $x$}} end{align}
– niagarajohn
yesterday
|
show 1 more comment
2 Answers
2
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up vote
0
down vote
How about this:
$$I(x)=frac{1}{2pi}int_{-pi/2}^{pi/2}e^{xcos^2theta}dtheta=frac{1}{2pi}int_{-pi/2}^{pi/2}e^{x(1-sin^2theta)}dtheta$$
$$theta=pi/2-phi$$
$$dtheta=-dphi$$
$$I(x)=frac{1}{2pi}int_0^pi e^{xsin^2phi}dphi$$
EDIT:
taking the other approach, I have:
$$I'(x)=frac{1}{2pi}int_{-pi/2}^{pi/2}cos^2theta e^{xcos^2theta}dtheta$$
then using $u=costheta$ you can obtain:
$$I'(x)=frac1piint_0^1frac{u^2}{sqrt{1-u^2}}e^{xu^2}du$$
now using $v=sqrt{1-u^2}$ we can get:
$$I'(x)=frac1piint_0^1sqrt{1-v^2}e^{x(1-v^2)}dv$$
which can be re-written as:
$$I'(x)=frac1piint_0^1sqrt{1-v^2}e^{-(sqrt{x}v)^2}dv$$
if you continue and differentiate once again you get:
$$I''(x)=frac{1}{2pi x^2}int_0^xbeta e^beta dbeta$$
so:
$$I(x)=frac1{2pi}iintfrac{(x-1)e^x+1}{x^2}dxdx$$
1
How does this help find the asymptotic?
– Yuriy S
2 days ago
You could try to get a term for $I^2(x)$ then use polar coordinates
– Henry Lee
2 days ago
1
I think you are onto something here. I've seen large and small x expansions for the erf function and this could be the trick to get it into that form. Will take a look!
– niagarajohn
2 days ago
^That didn't work...
– niagarajohn
yesterday
Ok try and find $I’(x)$ then make a substitution, find a term for $I’(x)$ in terms of x then integrate this
– Henry Lee
yesterday
add a comment |
up vote
0
down vote
For large $x$, Laplace's method seems like the best option. Or its counterpart, the Watson's lemma.
Let's transform the integral first:
$$ I(x) = frac{1}{2pi}int_{-frac{pi}{2}}^{frac{pi}{2}}
e^{x cos^2(theta)}dtheta =frac{1}{pi}int_0^{frac{pi}{2}}
e^{x cos^2(theta)}dtheta=frac{e^{x}}{pi} int_0^{frac{pi}{2}}
e^{-x sin^2(theta)}dtheta= \ =frac{e^{x}}{pi} int_0^1
frac{e^{-x s^2}}{sqrt{1-s^2}} d s=frac{e^{x}}{2pi} int_0^1
frac{e^{-x t}}{sqrt{t}sqrt{1-t}} d t$$
Now for the latter integral, the main contribution for $x to infty$ will be given by $t to0$. And the form of it allows us to use the Watson's lemma directly (see the Wikipedia link).
Using the notation from the article, we have:
$$phi(t)=frac{1}{sqrt{t}sqrt{1-t}}=t^{-1/2} g(t)$$
Where $g(t)$ can be expanded into Taylor series around $0$. Additionally, $int_0^1 |phi(t)| dt=pi<infty$. So the lemma conditions are satisfied.
Then we can represent:
$$int_0^1
frac{e^{-x t}}{sqrt{t}sqrt{1-t}} d t asymp sum_{n=0}^infty frac{Gamma(n+1/2) g^{(n)}(0)}{n! ~x^{n+1/2}} $$
add a comment |
2 Answers
2
active
oldest
votes
2 Answers
2
active
oldest
votes
active
oldest
votes
active
oldest
votes
up vote
0
down vote
How about this:
$$I(x)=frac{1}{2pi}int_{-pi/2}^{pi/2}e^{xcos^2theta}dtheta=frac{1}{2pi}int_{-pi/2}^{pi/2}e^{x(1-sin^2theta)}dtheta$$
$$theta=pi/2-phi$$
$$dtheta=-dphi$$
$$I(x)=frac{1}{2pi}int_0^pi e^{xsin^2phi}dphi$$
EDIT:
taking the other approach, I have:
$$I'(x)=frac{1}{2pi}int_{-pi/2}^{pi/2}cos^2theta e^{xcos^2theta}dtheta$$
then using $u=costheta$ you can obtain:
$$I'(x)=frac1piint_0^1frac{u^2}{sqrt{1-u^2}}e^{xu^2}du$$
now using $v=sqrt{1-u^2}$ we can get:
$$I'(x)=frac1piint_0^1sqrt{1-v^2}e^{x(1-v^2)}dv$$
which can be re-written as:
$$I'(x)=frac1piint_0^1sqrt{1-v^2}e^{-(sqrt{x}v)^2}dv$$
if you continue and differentiate once again you get:
$$I''(x)=frac{1}{2pi x^2}int_0^xbeta e^beta dbeta$$
so:
$$I(x)=frac1{2pi}iintfrac{(x-1)e^x+1}{x^2}dxdx$$
1
How does this help find the asymptotic?
– Yuriy S
2 days ago
You could try to get a term for $I^2(x)$ then use polar coordinates
– Henry Lee
2 days ago
1
I think you are onto something here. I've seen large and small x expansions for the erf function and this could be the trick to get it into that form. Will take a look!
– niagarajohn
2 days ago
^That didn't work...
– niagarajohn
yesterday
Ok try and find $I’(x)$ then make a substitution, find a term for $I’(x)$ in terms of x then integrate this
– Henry Lee
yesterday
add a comment |
up vote
0
down vote
How about this:
$$I(x)=frac{1}{2pi}int_{-pi/2}^{pi/2}e^{xcos^2theta}dtheta=frac{1}{2pi}int_{-pi/2}^{pi/2}e^{x(1-sin^2theta)}dtheta$$
$$theta=pi/2-phi$$
$$dtheta=-dphi$$
$$I(x)=frac{1}{2pi}int_0^pi e^{xsin^2phi}dphi$$
EDIT:
taking the other approach, I have:
$$I'(x)=frac{1}{2pi}int_{-pi/2}^{pi/2}cos^2theta e^{xcos^2theta}dtheta$$
then using $u=costheta$ you can obtain:
$$I'(x)=frac1piint_0^1frac{u^2}{sqrt{1-u^2}}e^{xu^2}du$$
now using $v=sqrt{1-u^2}$ we can get:
$$I'(x)=frac1piint_0^1sqrt{1-v^2}e^{x(1-v^2)}dv$$
which can be re-written as:
$$I'(x)=frac1piint_0^1sqrt{1-v^2}e^{-(sqrt{x}v)^2}dv$$
if you continue and differentiate once again you get:
$$I''(x)=frac{1}{2pi x^2}int_0^xbeta e^beta dbeta$$
so:
$$I(x)=frac1{2pi}iintfrac{(x-1)e^x+1}{x^2}dxdx$$
1
How does this help find the asymptotic?
– Yuriy S
2 days ago
You could try to get a term for $I^2(x)$ then use polar coordinates
– Henry Lee
2 days ago
1
I think you are onto something here. I've seen large and small x expansions for the erf function and this could be the trick to get it into that form. Will take a look!
– niagarajohn
2 days ago
^That didn't work...
– niagarajohn
yesterday
Ok try and find $I’(x)$ then make a substitution, find a term for $I’(x)$ in terms of x then integrate this
– Henry Lee
yesterday
add a comment |
up vote
0
down vote
up vote
0
down vote
How about this:
$$I(x)=frac{1}{2pi}int_{-pi/2}^{pi/2}e^{xcos^2theta}dtheta=frac{1}{2pi}int_{-pi/2}^{pi/2}e^{x(1-sin^2theta)}dtheta$$
$$theta=pi/2-phi$$
$$dtheta=-dphi$$
$$I(x)=frac{1}{2pi}int_0^pi e^{xsin^2phi}dphi$$
EDIT:
taking the other approach, I have:
$$I'(x)=frac{1}{2pi}int_{-pi/2}^{pi/2}cos^2theta e^{xcos^2theta}dtheta$$
then using $u=costheta$ you can obtain:
$$I'(x)=frac1piint_0^1frac{u^2}{sqrt{1-u^2}}e^{xu^2}du$$
now using $v=sqrt{1-u^2}$ we can get:
$$I'(x)=frac1piint_0^1sqrt{1-v^2}e^{x(1-v^2)}dv$$
which can be re-written as:
$$I'(x)=frac1piint_0^1sqrt{1-v^2}e^{-(sqrt{x}v)^2}dv$$
if you continue and differentiate once again you get:
$$I''(x)=frac{1}{2pi x^2}int_0^xbeta e^beta dbeta$$
so:
$$I(x)=frac1{2pi}iintfrac{(x-1)e^x+1}{x^2}dxdx$$
How about this:
$$I(x)=frac{1}{2pi}int_{-pi/2}^{pi/2}e^{xcos^2theta}dtheta=frac{1}{2pi}int_{-pi/2}^{pi/2}e^{x(1-sin^2theta)}dtheta$$
$$theta=pi/2-phi$$
$$dtheta=-dphi$$
$$I(x)=frac{1}{2pi}int_0^pi e^{xsin^2phi}dphi$$
EDIT:
taking the other approach, I have:
$$I'(x)=frac{1}{2pi}int_{-pi/2}^{pi/2}cos^2theta e^{xcos^2theta}dtheta$$
then using $u=costheta$ you can obtain:
$$I'(x)=frac1piint_0^1frac{u^2}{sqrt{1-u^2}}e^{xu^2}du$$
now using $v=sqrt{1-u^2}$ we can get:
$$I'(x)=frac1piint_0^1sqrt{1-v^2}e^{x(1-v^2)}dv$$
which can be re-written as:
$$I'(x)=frac1piint_0^1sqrt{1-v^2}e^{-(sqrt{x}v)^2}dv$$
if you continue and differentiate once again you get:
$$I''(x)=frac{1}{2pi x^2}int_0^xbeta e^beta dbeta$$
so:
$$I(x)=frac1{2pi}iintfrac{(x-1)e^x+1}{x^2}dxdx$$
edited yesterday
answered 2 days ago
Henry Lee
1,588117
1,588117
1
How does this help find the asymptotic?
– Yuriy S
2 days ago
You could try to get a term for $I^2(x)$ then use polar coordinates
– Henry Lee
2 days ago
1
I think you are onto something here. I've seen large and small x expansions for the erf function and this could be the trick to get it into that form. Will take a look!
– niagarajohn
2 days ago
^That didn't work...
– niagarajohn
yesterday
Ok try and find $I’(x)$ then make a substitution, find a term for $I’(x)$ in terms of x then integrate this
– Henry Lee
yesterday
add a comment |
1
How does this help find the asymptotic?
– Yuriy S
2 days ago
You could try to get a term for $I^2(x)$ then use polar coordinates
– Henry Lee
2 days ago
1
I think you are onto something here. I've seen large and small x expansions for the erf function and this could be the trick to get it into that form. Will take a look!
– niagarajohn
2 days ago
^That didn't work...
– niagarajohn
yesterday
Ok try and find $I’(x)$ then make a substitution, find a term for $I’(x)$ in terms of x then integrate this
– Henry Lee
yesterday
1
1
How does this help find the asymptotic?
– Yuriy S
2 days ago
How does this help find the asymptotic?
– Yuriy S
2 days ago
You could try to get a term for $I^2(x)$ then use polar coordinates
– Henry Lee
2 days ago
You could try to get a term for $I^2(x)$ then use polar coordinates
– Henry Lee
2 days ago
1
1
I think you are onto something here. I've seen large and small x expansions for the erf function and this could be the trick to get it into that form. Will take a look!
– niagarajohn
2 days ago
I think you are onto something here. I've seen large and small x expansions for the erf function and this could be the trick to get it into that form. Will take a look!
– niagarajohn
2 days ago
^That didn't work...
– niagarajohn
yesterday
^That didn't work...
– niagarajohn
yesterday
Ok try and find $I’(x)$ then make a substitution, find a term for $I’(x)$ in terms of x then integrate this
– Henry Lee
yesterday
Ok try and find $I’(x)$ then make a substitution, find a term for $I’(x)$ in terms of x then integrate this
– Henry Lee
yesterday
add a comment |
up vote
0
down vote
For large $x$, Laplace's method seems like the best option. Or its counterpart, the Watson's lemma.
Let's transform the integral first:
$$ I(x) = frac{1}{2pi}int_{-frac{pi}{2}}^{frac{pi}{2}}
e^{x cos^2(theta)}dtheta =frac{1}{pi}int_0^{frac{pi}{2}}
e^{x cos^2(theta)}dtheta=frac{e^{x}}{pi} int_0^{frac{pi}{2}}
e^{-x sin^2(theta)}dtheta= \ =frac{e^{x}}{pi} int_0^1
frac{e^{-x s^2}}{sqrt{1-s^2}} d s=frac{e^{x}}{2pi} int_0^1
frac{e^{-x t}}{sqrt{t}sqrt{1-t}} d t$$
Now for the latter integral, the main contribution for $x to infty$ will be given by $t to0$. And the form of it allows us to use the Watson's lemma directly (see the Wikipedia link).
Using the notation from the article, we have:
$$phi(t)=frac{1}{sqrt{t}sqrt{1-t}}=t^{-1/2} g(t)$$
Where $g(t)$ can be expanded into Taylor series around $0$. Additionally, $int_0^1 |phi(t)| dt=pi<infty$. So the lemma conditions are satisfied.
Then we can represent:
$$int_0^1
frac{e^{-x t}}{sqrt{t}sqrt{1-t}} d t asymp sum_{n=0}^infty frac{Gamma(n+1/2) g^{(n)}(0)}{n! ~x^{n+1/2}} $$
add a comment |
up vote
0
down vote
For large $x$, Laplace's method seems like the best option. Or its counterpart, the Watson's lemma.
Let's transform the integral first:
$$ I(x) = frac{1}{2pi}int_{-frac{pi}{2}}^{frac{pi}{2}}
e^{x cos^2(theta)}dtheta =frac{1}{pi}int_0^{frac{pi}{2}}
e^{x cos^2(theta)}dtheta=frac{e^{x}}{pi} int_0^{frac{pi}{2}}
e^{-x sin^2(theta)}dtheta= \ =frac{e^{x}}{pi} int_0^1
frac{e^{-x s^2}}{sqrt{1-s^2}} d s=frac{e^{x}}{2pi} int_0^1
frac{e^{-x t}}{sqrt{t}sqrt{1-t}} d t$$
Now for the latter integral, the main contribution for $x to infty$ will be given by $t to0$. And the form of it allows us to use the Watson's lemma directly (see the Wikipedia link).
Using the notation from the article, we have:
$$phi(t)=frac{1}{sqrt{t}sqrt{1-t}}=t^{-1/2} g(t)$$
Where $g(t)$ can be expanded into Taylor series around $0$. Additionally, $int_0^1 |phi(t)| dt=pi<infty$. So the lemma conditions are satisfied.
Then we can represent:
$$int_0^1
frac{e^{-x t}}{sqrt{t}sqrt{1-t}} d t asymp sum_{n=0}^infty frac{Gamma(n+1/2) g^{(n)}(0)}{n! ~x^{n+1/2}} $$
add a comment |
up vote
0
down vote
up vote
0
down vote
For large $x$, Laplace's method seems like the best option. Or its counterpart, the Watson's lemma.
Let's transform the integral first:
$$ I(x) = frac{1}{2pi}int_{-frac{pi}{2}}^{frac{pi}{2}}
e^{x cos^2(theta)}dtheta =frac{1}{pi}int_0^{frac{pi}{2}}
e^{x cos^2(theta)}dtheta=frac{e^{x}}{pi} int_0^{frac{pi}{2}}
e^{-x sin^2(theta)}dtheta= \ =frac{e^{x}}{pi} int_0^1
frac{e^{-x s^2}}{sqrt{1-s^2}} d s=frac{e^{x}}{2pi} int_0^1
frac{e^{-x t}}{sqrt{t}sqrt{1-t}} d t$$
Now for the latter integral, the main contribution for $x to infty$ will be given by $t to0$. And the form of it allows us to use the Watson's lemma directly (see the Wikipedia link).
Using the notation from the article, we have:
$$phi(t)=frac{1}{sqrt{t}sqrt{1-t}}=t^{-1/2} g(t)$$
Where $g(t)$ can be expanded into Taylor series around $0$. Additionally, $int_0^1 |phi(t)| dt=pi<infty$. So the lemma conditions are satisfied.
Then we can represent:
$$int_0^1
frac{e^{-x t}}{sqrt{t}sqrt{1-t}} d t asymp sum_{n=0}^infty frac{Gamma(n+1/2) g^{(n)}(0)}{n! ~x^{n+1/2}} $$
For large $x$, Laplace's method seems like the best option. Or its counterpart, the Watson's lemma.
Let's transform the integral first:
$$ I(x) = frac{1}{2pi}int_{-frac{pi}{2}}^{frac{pi}{2}}
e^{x cos^2(theta)}dtheta =frac{1}{pi}int_0^{frac{pi}{2}}
e^{x cos^2(theta)}dtheta=frac{e^{x}}{pi} int_0^{frac{pi}{2}}
e^{-x sin^2(theta)}dtheta= \ =frac{e^{x}}{pi} int_0^1
frac{e^{-x s^2}}{sqrt{1-s^2}} d s=frac{e^{x}}{2pi} int_0^1
frac{e^{-x t}}{sqrt{t}sqrt{1-t}} d t$$
Now for the latter integral, the main contribution for $x to infty$ will be given by $t to0$. And the form of it allows us to use the Watson's lemma directly (see the Wikipedia link).
Using the notation from the article, we have:
$$phi(t)=frac{1}{sqrt{t}sqrt{1-t}}=t^{-1/2} g(t)$$
Where $g(t)$ can be expanded into Taylor series around $0$. Additionally, $int_0^1 |phi(t)| dt=pi<infty$. So the lemma conditions are satisfied.
Then we can represent:
$$int_0^1
frac{e^{-x t}}{sqrt{t}sqrt{1-t}} d t asymp sum_{n=0}^infty frac{Gamma(n+1/2) g^{(n)}(0)}{n! ~x^{n+1/2}} $$
edited 19 hours ago
answered 20 hours ago
Yuriy S
15.5k333114
15.5k333114
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1
For large $x$ check out en.wikipedia.org/wiki/Laplace%27s_method
– Yuriy S
2 days ago
Thanks @Yuriy. I haven't been exposed to this method, so I think I'd like to solve using asymptotic series. Still working through a few trials, but am interested in easier ways to solve problems like these outside of my current situation.
– niagarajohn
2 days ago
1
Laplace's method is the standard one for such situations, and it's really simple. But of course, you can choose to try some other way
– Yuriy S
2 days ago
Seconding @Yuriy's suggestion.
– Antonio Vargas
2 days ago
My attempt for small x: begin{align} I(x) &= frac{1}{2pi}int_{-frac{pi}{2}}^{frac{pi}{2}} e^{x cos^2(theta)}dtheta\ &= frac{1}{2pi}int_{-frac{pi}{2}}^{frac{pi}{2}} dtheta [1 + xcos^2{theta} + order{x^2}]\ &= frac{1}{2pi}int_{-frac{pi}{2}}^{frac{pi}{2}} dtheta [1 + frac{x}{2}(1+cos{2theta}) + order{x^2}]\ &approx frac{1}{2pi} [pi + frac{x}{2}(pi)] end{align} Therefore, begin{align} &boxed{ I(x)approx frac{1}{2} + frac{x}{4} text{for small $x$}} end{align}
– niagarajohn
yesterday