Asymptotic evaluation of Laplace inverse transform

In summary, Laplace transform can be used to evaluate 'asymptotically' the integrals given above for big t.
  • #1
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If we have integrals of the form:

[tex] \oint_{C} ds f(s) e^{st} [/tex] for [tex] t\sim \infty [/tex]

or [tex] \int_{-\infty}^{\infty}dxf(a+ix)e^{ixt} [/tex]

In both cases i would like to know some techniques to evaluate 'asymptotically' the integrals given above for big t using only a few residues or other methods... thanks
 
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  • #2
What you are looking for is the method of stationary phase. It is called this way because if one consider the integral

[tex]I(x)=\int_a^b e^{ixp(t)}q(t)dt,[/tex]

then the integrand oscillates rapidly in such way that the oscillations cancel out, but near stationary points ([itex]p'(t_0)=0[/itex]), it oscillates more slowly, hence contributing more to the integral. To obtain the expansion, we consider the contributions given by this stationary points, and the edges of the interval.

Near [itex]t=a[/itex], the integrand is approximately

[tex]\exp[ix\{p(a)+(t-a)p'(a)\}]q(a).[/tex]

An indefinite integral of this function is

[tex]\frac{\exp[ix\{p(a)+(t-a)p'(a)\}]q(a)}{ixp'(a)},[/tex]

provided that [itex]p'(a)\ne 0[/itex]. The lower limit [itex]t=a[/itex] asympototically contributes

[tex]-\frac{e^{ixp(a)}q(a)}{ixp'(a)}[/tex]

to [itex]I(x)[/itex]. In similar fashion, the point [itex]t=b[/itex] contributes asymptotically

[tex]\frac{e^{ixp(b)}q(b)}{ixp'(b)}.[/tex]

Next, if [itex]t_0 \in (a,b)[/itex] is a stationary point of [itex]p(t)[/itex], then near this point the integrand is approximately

[tex]\exp[ix\{p(t_0)+(t-t_0)^2p''(t_0)\}]q(t_0),[/tex]

provided that [itex]p''(t_0)[/itex] and [itex]q(t_0)[/itex] are not zero. Since we believe that only a neighborhood of [itex]t_0[/itex] contributes, we extend the domain to the whole real axis, so we can explicitly evaluate the integral obtained from such reasoning

[tex]\int_{-\infty}^\infty \exp[\pm iy t^2]dt=e^{\pm i\pi/4}\left(\frac{\pi}{y}\right)^{1/2}\qquad (y>0).[/tex]

So the contribution to [itex]I(x)[/itex] from the neighborhood of [itex]t_0[/itex] is expected to be

[tex]e^{\pm i \pi/4}q(t_0)\exp\{ixp(t_0)\}\left|\frac{2\pi}{xp''(t_0)}\right|^{1/2},[/tex]

where the upper and lower sign is taken accordingly as [itex]xp''(t_0)[/itex] is positive or negative.

The asymptotic expression for [itex]I(x)[/itex] will be the sum of all contributions from stationary points along with the ones of the upper and lower limits of the integral.

You can find more terms considering higher stationary points.

Full exposition of this method can be found in Olver's great book Asymptotics and Special Functions, which include complex variables and contour integration.
 
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  • #3
Thanks 'AIRAVATA' the problem is that Laplace transform uses the integral..

[tex] \oint _{C} ds f(s)e^{st} [/tex]

as you can see , even for big 't' the function st has no 'extremal' except when s=-oo or s=oo, hence saddle point or steepest descent method can't be applied, I'm downloading from E-mule the book you pointed to me , to see if i get a clearer result, thankx..
 

FAQ: Asymptotic evaluation of Laplace inverse transform

What is the Laplace inverse transform?

The Laplace inverse transform is a mathematical operation used to find the original function from its Laplace transform, which is a mathematical tool used to convert a function from the time domain to the frequency domain.

What is asymptotic evaluation?

Asymptotic evaluation is a method used to approximate the behavior of a function as its input approaches a certain value, typically infinity or zero. It involves simplifying the function and using known limits to estimate its behavior.

How is asymptotic evaluation used in Laplace inverse transform?

In Laplace inverse transform, asymptotic evaluation is used to find the inverse transform of a function by approximating its behavior as the frequency approaches infinity. This allows for a simpler and more efficient calculation of the inverse transform.

What are some common techniques used in asymptotic evaluation of Laplace inverse transform?

Some common techniques used in asymptotic evaluation of Laplace inverse transform include the Laplace method, the steepest descent method, and the saddle-point method. These methods involve finding the dominant behavior of the function and using it to approximate the inverse transform.

What are the applications of asymptotic evaluation of Laplace inverse transform?

Asymptotic evaluation of Laplace inverse transform has various applications in engineering, physics, and mathematics. It is commonly used to solve differential equations, analyze the stability of systems, and study the behavior of signals and systems in the frequency domain.

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