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The Remez alternation linear system has a unique solution

Statement

Let n≥0, let I=[a,b] with a<b, let f:I→R be any function, and let x0<⋯<xn+1 be distinct nodes in I. There is a unique pair (p,λ)∈Pn(I)×R satisfying p(xi)+(−1)iλ=f(xi),0≤i≤n+1.

Facts & Assumptions

Given: n≥0, I=[a,b] with a<b, a real function f defined at the nodes, and ordered distinct nodes x0,…,xn+1 in I.

[F1]

Alternating polynomial signs force the Haar zero-count contradiction: a nonzero polynomial of degree at most n cannot take nonzero alternating signs at n+2 ordered real nodes.

[F2]

Rank-nullity: dim⁡FV=nullity⁡T+rank⁡T: for a linear map between finite-dimensional vector spaces, the domain dimension is the sum of its kernel dimension and image dimension.

[F3]

Best uniform polynomial error on a compact interval: Pn(I) is the space of restrictions to I of real polynomials of degree at most n.

[F4]

Formal real polynomials, evaluation, degree, leading coefficient, and monic polynomials: every real polynomial of degree at most n is represented by a coefficient sum ∑j=0ncjxj.

[F5]

A nonzero real polynomial of degree n has no more than n distinct real roots: a nonzero real polynomial of degree at most n has at most n distinct real roots.

Proof

1.1givenF1F3F4F5construct

Define the linear map T:Pn(I)×R→Rn+2 by T(p,λ)i=p(xi)+(−1)iλ. Choose a polynomial representative P of p using [F3] and [F4]. If T(p,λ)=0 and λ=0, then P vanishes at all n+2 distinct nodes, so [F5] forces P=0 and hence p=0. If λ≠0, then P(xi)=−(−1)iλ are nonzero alternating values, so P is nonzero and [F1] rules this out. Thus ker⁡T={(0,0)}.

2.1givenF2F3F4F5step 1.1algebra∎

The restrictions of 1,x,…,xn span Pn(I) by [F3] and [F4]. If a linear combination of them restricts to zero on I, its representing polynomial vanishes at x0,…,xn. These are n+1 distinct roots, so [F5] makes that polynomial zero; the coefficient representation then makes every coefficient zero. Thus the restrictions are linearly independent and form a basis, so dim⁡Pn(I)=n+1. Therefore (1,0),(x,0),…,(xn,0),(0,1) is a basis of the domain, while the standard coordinate vectors form a basis of the codomain; both dimensions are n+2. By [F2] and step 1.1, T has image dimension n+2 and is therefore bijective. Its equation T(p,λ)i=f(xi) has exactly one solution.

Depends on

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