Math 2.0

Integral transforms, operational calculus Classical operational calculus Proposition

Shift operator as an exponential of differentiation

Builds on Taylor seriesAnalytic functionDerivative

Statement

Let f ⁣:ℝ→ℂf \colon \R \to \C be given by a power series f(x)=∑n≥0cnxnf(x) = \sum_{n \ge 0} c_n x^n that converges for every x∈ℝx \in \R; for example, ff may be a polynomial. For h∈ℝh \in \R, let ThfT_h f be the shifted function (Thf)(x)=f(x+h)(T_h f)(x) = f(x + h), and let D=d/dxD = d/dx. Then for all x,h∈ℝx, h \in \R (Thf)(x)=∑n=0∞hnn! (Dnf)(x).(T_h f)(x) = \sum_{n=0}^\infty \frac{h^n}{n!} \, (D^n f)(x). In operator notation, Th=ehDT_h = e^{hD} on such functions.

Remarks

The right side is the Taylor series of ff at xx, evaluated at the increment hh. A power series that converges on all of ℝ\R is an analytic function whose Taylor series at every point converges to it on all of ℝ\R, which gives the identity. For a polynomial of degree dd the sum stops at n=dn = d, and the identity is exact algebra.

Example: f(x)=x2f(x) = x^2. Then f+hf′+h22f′′=x2+2hx+h2=(x+h)2f + h f' + \frac{h^2}{2} f'' = x^2 + 2hx + h^2 = (x + h)^2.

The hypothesis of analyticity is needed. For the smooth non-analytic function f(x)=e−1/x2f(x) = e^{-1/x^2} for x≠0x \ne 0, f(0)=0f(0) = 0, all derivatives vanish at 00, so the right side at x=0x = 0 is 00, while f(h)>0f(h) > 0 for h≠0h \ne 0.

Going deeper

For a student

Since ehDekD=e(h+k)De^{hD} e^{kD} = e^{(h+k)D}, the identity explains why shifts compose by adding the steps. In the calculus of finite differences, the forward difference Δ=T1−id⁡\Delta = T_1 - \id becomes eD−1e^D - 1, and on polynomials this gives formal identities such as D=log⁡(1+Δ)=Δ−Δ2/2+Δ3/3−⋯D = \log(1 + \Delta) = \Delta - \Delta^2/2 + \Delta^3/3 - \cdots, a finite sum on each polynomial. In quantum mechanics the same identity says that the momentum operator generates translations.

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Further reading

  1. Web https://en.wikipedia.org/wiki/Shift_operator
About this page
TagMHSBP40HDC
URIm2://MHSBP40HDC
Kindstatement, proposition
WritingW0 stub
MSC44A45, 47B39, 26E05
StatusThis copy of the site has no build data. Run m2 status MHSBP40HDC.
AboutTaylor series
UsesTaylor series, Analytic function, Derivative

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