ConceptComplete

The Laplace Transform

The Laplace transform converts differential equations into algebraic equations, providing a systematic method for solving linear ODEs with constant coefficients, especially those with discontinuous or impulsive forcing functions.


Definition

Definition4.1Laplace transform

The Laplace transform of a function f:[0,)Rf: [0, \infty) \to \mathbb{R} is

L{f}(s)=F(s)=0estf(t)dt\mathcal{L}\{f\}(s) = F(s) = \int_0^\infty e^{-st}f(t)\,dt

defined for all ss for which the integral converges. The function F(s)F(s) is the Laplace transform and f(t)f(t) is the inverse Laplace transform of FF.

Theorem4.1Existence of the Laplace transform

If ff is piecewise continuous on [0,)[0, \infty) and of exponential order α\alpha (i.e., f(t)Meαt|f(t)| \leq Me^{\alpha t} for tTt \geq T), then L{f}(s)\mathcal{L}\{f\}(s) exists for s>αs > \alpha.


Basic Transforms

ExampleStandard Laplace transforms

| f(t)f(t) | F(s)=L{f}(s)F(s) = \mathcal{L}\{f\}(s) | Domain | |--------|---------------------------|--------| | 11 | 1/s1/s | s>0s > 0 | | tnt^n | n!/sn+1n!/s^{n+1} | s>0s > 0 | | eate^{at} | 1/(sa)1/(s-a) | s>as > a | | sin(bt)\sin(bt) | b/(s2+b2)b/(s^2+b^2) | s>0s > 0 | | cos(bt)\cos(bt) | s/(s2+b2)s/(s^2+b^2) | s>0s > 0 | | eatsin(bt)e^{at}\sin(bt) | b/((sa)2+b2)b/((s-a)^2+b^2) | s>as > a |


Properties

Theorem4.2Linearity and shifting

The Laplace transform satisfies:

  1. Linearity: L{af+bg}=aL{f}+bL{g}\mathcal{L}\{af + bg\} = a\mathcal{L}\{f\} + b\mathcal{L}\{g\}.
  2. First shifting theorem: L{eatf(t)}(s)=F(sa)\mathcal{L}\{e^{at}f(t)\}(s) = F(s-a).
  3. Transform of derivatives: L{f}(s)=sF(s)f(0)\mathcal{L}\{f'\}(s) = sF(s) - f(0).
  4. nn-th derivative: L{f(n)}(s)=snF(s)sn1f(0)f(n1)(0)\mathcal{L}\{f^{(n)}\}(s) = s^nF(s) - s^{n-1}f(0) - \cdots - f^{(n-1)}(0).
  5. Transform of integrals: L{0tf(τ)dτ}=F(s)/s\mathcal{L}\left\{\int_0^t f(\tau)\,d\tau\right\} = F(s)/s.
ExampleSolving an IVP via Laplace transform

Solve y+4y=sinty'' + 4y = \sin t, y(0)=0y(0) = 0, y(0)=1y'(0) = 1.

Taking the Laplace transform: s2Y01+4Y=1s2+1s^2Y - 0 - 1 + 4Y = \frac{1}{s^2+1}.

(s2+4)Y=1+1s2+1=s2+2s2+1.(s^2+4)Y = 1 + \frac{1}{s^2+1} = \frac{s^2+2}{s^2+1}.

Y=s2+2(s2+1)(s2+4)=131s2+1+231s2+4.Y = \frac{s^2+2}{(s^2+1)(s^2+4)} = \frac{1}{3}\cdot\frac{1}{s^2+1} + \frac{2}{3}\cdot\frac{1}{s^2+4}.

Inverting: y(t)=13sint+13sin2ty(t) = \frac{1}{3}\sin t + \frac{1}{3}\sin 2t.


Convolution

Definition4.2Convolution

The convolution of ff and gg is (fg)(t)=0tf(τ)g(tτ)dτ(f * g)(t) = \int_0^t f(\tau)g(t-\tau)\,d\tau.

Theorem4.3Convolution theorem

L{fg}(s)=F(s)G(s)\mathcal{L}\{f * g\}(s) = F(s) \cdot G(s). That is, convolution in the time domain corresponds to multiplication in the ss-domain.

RemarkInverse transforms via convolution

The convolution theorem provides a method for computing inverse Laplace transforms: L1{F(s)G(s)}=fg\mathcal{L}^{-1}\{F(s)G(s)\} = f * g. This is particularly useful when partial fractions are cumbersome.