Harmonic analysis on Euclidean spaces Basic notions Theorem
Density of trigonometric polynomials in continuous functions
Builds on Trigonometric polynomialContinuous functionPeriodic functionUniform convergenceStone–Weierstrass theoremFejér's theorem
Statement
Let be a continuous function that is periodic with period , and let . Then there is a trigonometric polynomial such that Equivalently, the trigonometric polynomials are dense in the space of continuous functions on with the supremum norm.
Remarks
One proof uses the Stone–Weierstrass theorem on the compact space . The trigonometric polynomials form a subalgebra of that contains the constants, is closed under complex conjugation, and separates points, since is injective on . Another proof is Fejér's theorem: the Cesàro means of the Fourier series of are trigonometric polynomials that converge to uniformly. The partial sums of the Fourier series of itself need not converge uniformly, and need not converge at all. So the approximating polynomial is in general not a Fourier partial sum. The periodicity hypothesis is necessary: every trigonometric polynomial satisfies , so the function on cannot be approximated uniformly on that interval. A consequence is that a continuous -periodic function whose Fourier coefficients all vanish is identically zero.
Going deeper
For a student
The result is the basic density fact of Fourier analysis on the circle. Since is dense in for , the trigonometric polynomials are also dense in these spaces. For this gives the completeness of the Fourier monomials, so that they form an orthonormal basis of . It also gives uniqueness: two continuous periodic functions with the same Fourier coefficients are equal. The rate of approximation in terms of the modulus of continuity of is the subject of Jackson's theorems.
Reading path
To understand this page from the ground up, read these 75 pages in order. The foundations come first.
- Bernstein polynomial definition
- Cesàro summation concept
- Compact space concept
- Continuous function concept
- Dense set concept
- Element definition
- Extended real number line object
- Fejér kernel concept
- Fourier series concept
- Hausdorff space concept
- Limit point of a set definition
- Periodic function definition
- Periodic function concept
- Proposition concept
- Real numbers object
- Sequence definition
- Set bounded above definition
- Trigonometric polynomial concept
- Uniform convergence concept
- Uniform metric on bounded functions example
- Set definition
- Limit of a function definition
- Conjunction definition
- Disjunction definition
- Implication definition
- Predicate definition
- Real sequence definition
- Subsequence definition
- Supremum definition
- Empty set object
- Family of sets definition
- Ordered pair definition
- Continuity at a point definition
- Intersection definition
- Union definition
- Existential quantifier definition
- Universal quantifier definition
- Bounded sequence definition
- Cesàro mean definition
- Limit of a sequence definition
- Monotone sequence definition
- Cartesian product definition
- Continuous function definition
- Epsilon-delta definition of continuity statement
- Subset definition
- Union of a family of sets definition
- Uniqueness quantifier definition
- Every sequence has a monotone subsequence statement
- Monotone convergence theorem for sequences statement
- Convergent sequence definition
- Pointwise convergence definition
- Binary relation definition
- Uniform continuity definition
- Topological space definition
- Bolzano–Weierstrass theorem statement
- Uniform convergence definition
- Uniform continuity on a set definition
- Function definition
- Fejér's theorem statement
- Continuous functions on a closed bounded interval are uniformly continuous statement
- Preimage of a set definition
- Metric space definition
- Weierstrass approximation theorem statement
- Convergence of a sequence in a metric space definition
- Open ball definition
- Diameter of a set definition
- Metric topology definition
- Epsilon characterisation of Cauchy sequences statement
- Open set definition
- Complete metric space definition
- Continuous map of topological spaces definition
- Completeness of the space of bounded continuous functions statement
- Sup norm on bounded continuous functions example
- Stone–Weierstrass theorem statement
- Density of trigonometric polynomials in continuous functions statement
Where this leads
3 pages build on this one.
Further reading
About this page
| Tag | KDRZKC9T1V |
|---|---|
| URI | m2://KDRZKC9T1V |
| Kind | statement, theorem |
| Writing | W0 stub |
| MSC | 42A10, 41A50 |
| Status | This copy of the site has no build data. Run m2 status KDRZKC9T1V. |
| About | Trigonometric polynomial |
| Uses | Trigonometric polynomial, Continuous function, Periodic function, Uniform convergence, Stone–Weierstrass theorem, Fejér's theorem |
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