Endpoint obstruction to an algebraic inverse approximation theorem Created 2026-10-07 Updated 2026-10-14
The first Jackson theorem for periodic approximation applied to gives algebraic best error for . Its ordinary interval modulus of continuity at is at least . Substituting that error rate into the unmodified inverse theorem for trigonometric approximation would instead bound the modulus by , a contradiction. Algebraic inverse estimates must incorporate the endpoint compression of cosine substitution for polynomial approximation.
Define on , set , and extend periodically. Concavity and monotonicity on give for . Its cosine Fourier coefficients areOne integration by parts gives the formula; the remaining integral is by the Dirichlet test. All these coefficients are nonpositive. The de la Vallée Poussin sum reproduces degree-at-most- trigonometric polynomials and has operator norm at most three. Hence has norm at most four and annihilates those polynomials. Its weights on coefficients are zero up to , nonnegative thereafter, and one from onwards, so . Thus ; the first Jackson theorem for periodic approximation proves the matching upper bound. This cusp and the critical Weierstrass modulus have the same first-modulus order but different best-approximation rates.
Past exam of the mathematics course of the University of Cambridge 2008 iii Paper 75 4 b Solution Created 2026-10-03 Updated 2026-10-14
The first Jackson theorem for periodic approximation states that an absolute constant exists such that, for every continuous -periodic function and integer , there is a trigonometric polynomial of degree at most satisfyingApply it to the continuous periodic function , which is even. Replace the approximant by its even partSince , the triangle inequality gives . This symmetrization cancels all sine terms, so . The Chebyshev polynomials satisfy and have degree ; the latter follows inductively from , and . Thereforeis an algebraic polynomial of degree at most , and . Because cosine maps onto , the supremum norms agree exactly:Finally, the definition of the best error, periodic Jackson approximation, and part (a) give the successive boundsThusNeither the constant nor the choice of approximation space depends on . The cosine substitution for polynomial approximation and even symmetrization are what preserve the required degree bound.
Past exam of the mathematics course of the University of Cambridge 2009 iii Paper 69 6 b Solution Created 2026-10-03 Updated 2026-10-14
The Weierstrass M-test gives a continuous periodic Weierstrass function, since . For , the given best approximant leaves the tailIts supremum norm is at most the sum of its coefficients, and at all cosine terms equal one, attaining that bound. ConsequentlyPut . Then and , giving , with constants depending only on .
For , part (a) gives . The first Jackson theorem for periodic approximation, , supplies the matching lower bound. Hence the modulus of continuity has the precise orderAt , the inverse theorem for trigonometric approximation gives the upper bound , and part (c) proves the matching lower bound. Thus the critical Weierstrass modulus isTo pass from scales to all small , use monotonicity of the modulus of continuity and adjacent reciprocals, which are comparable to .
Past exam of the mathematics course of the University of Cambridge 2009 iii Paper 69 6 c Solution Created 2026-10-03 Updated 2026-10-14
Take and . Since , every cosine term vanishes at , andSet and . For , the sine argument lies in , where . The initial part therefore has a common sign and magnitude at least . The remaining tail has absolute value at mostThe reverse triangle inequality now givesfor sufficiently large , because . This establishes the sharp logarithmic lower boundThe constant can be reduced to include the finitely many small indices: for the displayed lower bound is positive; for the first sine exceeds the tail bound , and for the first two sines contribute , exceeding the remaining tail bound . At the logarithmic right side is zero.
Here but is not Lipschitz continuous, so a first modulus of continuity bound is sufficient by the first Jackson theorem for periodic approximation but is not necessary. Nor is the weaker necessary bound sufficient: an explicit comparison is the logarithmic cusp with slow trigonometric approximationextended periodically. On it is increasing and concave, so its largest increment over distance is from zero, giving for .
For a concrete approximation lower bound, its cosine Fourier coefficients satisfyIndeed, integration by parts once replaces by ; integrating that against sine with primitive yields the stated positive integral. Its logarithmic growth follows because stays bounded by the Dirichlet test. All are negative and absolutely summable.
Let , a de la Vallée Poussin sum. Its multiplier is one for , for , and zero for ; the Fejér summation is a uniform-norm contraction property gives . Thus the functional has norm at most four and vanishes on every degree-at-most- trigonometric polynomial. Because the remaining multiplier weights are nonnegative and all ,The first Jackson theorem for periodic approximation gives the corresponding upper bound. The same first-modulus order occurs with both and . Therefore first-modulus rates alone do not characterize the endpoint approximation class, unlike the matched direct and inverse rates for .
Past exam of the mathematics course of the University of Cambridge 2013 iii Paper 61 4 b Solution Created 2026-10-03 Updated 2026-10-07
The first Jackson theorem for periodic approximation asserts that a universal constant satisfiesfor every continuous -periodic function , where the infimum is over degree-at-most- trigonometric polynomials.
Apply it to the even function . If is a trigonometric polynomial approximating , its even parthas no larger error, because and the triangle inequality bounds each averaged error by . Every even trigonometric polynomial has the formHere the Chebyshev polynomials have algebraic degree , so has degree at most . Surjectivity of cosine givesConversely, every algebraic polynomial of degree at most yields such an even trigonometric polynomial. Taking infima therefore proves the exact identity , not merely an inequality. Combine this with the periodic theorem and the preceding modulus of continuity estimate:Symmetrization, the degree correspondence and the equality of norms justify every step in transferring the Jackson-type estimate.