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Scalar interval Newton exclusion and strict inclusion certificates

Statement

Let f be C1 on an open interval containing X=[a,b], with a<b. Let Fm enclose f(m), let D enclose f′(X) with 0∉D, and let N=m−Fm/D be the finite outward interval Newton image, where m=(a+b)/2. Every root of f in X belongs to N∩X. Consequently, 0∉Ef(X) for a valid range enclosure Ef(X), or N∩X=∅, certifies that X has no root. If N⊂int⁡X, then f has exactly one root in X. When the finite update budget ends without one of these certificates, the algorithm returns "inconclusive" and proves no absence claim.

Facts & Assumptions

Given: The input enclosures and interval Newton image from Finite-budget scalar interval Newton root certification, with interval operations as defined in Outward-rounded interval, rectangle and ball operations.

[F1]

Every finite real interval operation encloses its exact operation range (Finite real interval operations enclose their exact values).

[F2]

A continuous function on a closed interval, differentiable in its interior, satisfies the mean value theorem (Mean value theorem on a closed real interval).

[F4]

A real-interval C1 function is continuous on its interval and has the stated continuous derivative (Continuity and derivative on a real interval).

[F5]

The scalar procedure preserves the root set when it replaces an interval I by N(I)∩I, returns "unique-root" at a singleton only when its exact range enclosure is {0}, and returns "inconclusive" on an exhausted update budget (Finite-budget scalar interval Newton root certification).

Proof

1.1givenF1F2algebra

If r∈X is a root and r=m, then 0=f(m)∈Fm, so m∈N. If r≠m, the mean value theorem on the segment between m and r gives ξ∈X with f(m)=f′(ξ)(m−r). Since f′(ξ)∈D and f(m)∈Fm, interval enclosure [F1] gives r=m−f(m)/f′(ξ)∈N. Hence every root in X lies in N∩X, and an empty intersection excludes all roots.

1.2givenF1algebra

If 0∉Ef(X) and the range enclosure is valid, no x∈X can satisfy f(x)=0, because f(X)⊆Ef(X).

1.3givenF1F2F4choose

Suppose N⊂int⁡X. Since 0∉D and D is an interval, every value of f′ on X has one fixed strict sign. Let ξa∈(a,m) and ξb∈(m,b) be the mean-value points for [a,m] and [m,b], and put da=f′(ξa) and db=f′(ξb). The exact Newton points na=m−f(m)/da and nb=m−f(m)/db lie in N, so a<na and nb<b.

2.1givenF1F5step 1.1induction

At each strict interval update, every root of the current interval belongs to N∩I by step 1.1, so induction shows that no root of the original box is lost. If the current interval is a singleton {x} and the algorithm returns "unique-root", then Ef({x})={0} implies f(x)=0; root preservation shows this is the only root of the original box.

2.2step 1.3F3algebra

If da,db>0, the inequality a<na gives f(a)=f(m)−da(m−a)<0, and nb<b gives f(b)=f(m)+db(b−m)>0. If da,db<0, multiplying the same inequalities by the negative derivatives reverses them and gives f(a)>0>f(b). In either case [F3] supplies a root in (a,b).

3.1givenF2step 2.2F4algebra

For any x<y in X, [F2] gives f(y)−f(x)=f′(ζ)(y−x) for some ζ∈(x,y). The derivative has the same strict sign throughout X, so f is strictly monotone there and has at most one root. Together with step 2.2, the root is unique.

4.1givenF5∎

If no exclusion or strict-inclusion test succeeds before the update budget ends, the algorithm's final branch returns "inconclusive" by [F5]; this branch supplies no root-absence conclusion.

Depends on

Used by

Cited to discharge well-definedness by Finite-budget scalar interval Newton root certification.

Dependency tree · two levels

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Sources