Math 2.0

Integral transforms, operational calculus Classical operational calculus Theorem

Heaviside expansion theorem

Builds on Laplace transformInverse Laplace transformPartial fraction decomposition

Statement

Let PP and QQ be polynomials with complex coefficients with deg⁡P<deg⁡Q\deg P < \deg Q. Suppose that QQ has n=deg⁡Qn = \deg Q distinct roots a1,…,ana_1, \dots, a_n. Then P/QP/Q is the Laplace transform, for Re⁡s>max⁡kRe⁡ak\operatorname{Re} s > \max_k \operatorname{Re} a_k, of the function f(t)=∑k=1nP(ak)Q′(ak) eakt,t≥0.f(t) = \sum_{k=1}^n \frac{P(a_k)}{Q'(a_k)} \, e^{a_k t}, \qquad t \ge 0.

Remarks

Since the roots are simple, the partial fraction decomposition of P/QP/Q is ∑kck/(s−ak)\sum_k c_k / (s - a_k). Multiplying by s−aks - a_k and letting s→aks \to a_k gives ck=P(ak)/Q′(ak)c_k = P(a_k) / Q'(a_k), because Q(s)/(s−ak)→Q′(ak)Q(s)/(s - a_k) \to Q'(a_k). Each term ck/(s−ak)c_k/(s - a_k) is the Laplace transform of ckeaktc_k e^{a_k t} on Re⁡s>Re⁡ak\operatorname{Re} s > \operatorname{Re} a_k.

Example: P=1P = 1, Q(s)=s2+1Q(s) = s^2 + 1, with roots ±i\pm i and Q′(s)=2sQ'(s) = 2s. The theorem gives f(t)=eit2i+e−it−2i=sin⁡tf(t) = \frac{e^{it}}{2i} + \frac{e^{-it}}{-2i} = \sin t, the inverse Laplace transform of 1/(s2+1)1/(s^2 + 1).

In Heaviside's form, the response to a unit step is φ(p)H\varphi(p) H with φ=P/Q\varphi = P/Q, deg⁡P≤deg⁡Q\deg P \le \deg Q and Q(0)≠0Q(0) \ne 0. If the roots aka_k of QQ are simple, the theorem applied to P(s)/(sQ(s))P(s)/(s Q(s)) gives, for t≥0t \ge 0, φ(p)H=P(0)Q(0)+∑kP(ak)akQ′(ak)eakt.\varphi(p) H = \frac{P(0)}{Q(0)} + \sum_k \frac{P(a_k)}{a_k Q'(a_k)} e^{a_k t}.

The hypothesis of simple roots is needed: 1/s21/s^2 is the transform of tt, which is not a combination of exponentials. For repeated roots, the residue formula gives terms tjeaktt^j e^{a_k t} instead.

Going deeper

For a student

The coefficient P(ak)/Q′(ak)P(a_k)/Q'(a_k) is the residue of P/QP/Q at aka_k, and the theorem is the special case of the residue form of the inverse Laplace transform, f(t)=∑kRes⁡s=ak(estP(s)/Q(s))f(t) = \sum_k \operatorname{Res}_{s = a_k} \left( e^{st} P(s)/Q(s) \right). It is the main tool for solving linear constant-coefficient systems by the Heaviside operational calculus or by the Laplace transform, because their transfer functions are rational. The exponents aka_k are the natural frequencies of the system, and the theorem expresses the response as a superposition of its modes.

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Further reading

  1. Web https://en.wikipedia.org/wiki/Operational_calculus
About this page
Tag1CW7Q8QH3N
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Kindstatement, theorem
WritingW0 stub
MSC44A10, 44A45
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AboutInverse Laplace transform
UsesLaplace transform, Inverse Laplace transform, Partial fraction decomposition

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