Alphabeta Math

Mixed Partials, Taylor Formulae, and Extrema

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✓ 16 results · all verified · 0 also independently AI-judged
Every result on this page is machine-checked by a proof checker and read in full and owner-audited; the judge is an additional, independent cross-model AI review of the proofs. The 16 not AI-judged were verified by owner audit (typically over a confirmed judge false positive), not failures.
1 · Prerequisites
2 · Logical flowchart

3 · Items

Definition

Cᵏ maps and multi-index derivative notation in Euclidean space

Definition

The Hessian matrix and critical points of a scalar field

Lemma

A rectangular second difference equals a mixed partial times the side lengths

Theorem

Peano's mixed-partial theorem from continuity of one mixed partial

Theorem

Young's theorem: total differentiability of the first partials forces equality of mixed partials

Theorem

Clairaut--Schwarz theorem for continuous second partial derivatives

Corollary

The Hessian of a C² scalar field is symmetric

Theorem

Continuous mixed partials of order k are invariant under permutations

Lemma

Repeated derivatives along a line expand by the multinomial formula

Definition

The multivariable Taylor polynomial in multi-index notation

Theorem

Multivariable Taylor formula with a Lagrange remainder along a line segment

Corollary

Multivariable Taylor formula with o(‖h‖ᵏ) remainder

Corollary

Second-order Taylor expansion f(a+h)=f(a)+∇ f(a)· h+1/2h^TH_f(a)h+o(‖h‖²)

Definition

Local and strict local extrema for scalar fields on Euclidean open sets

Theorem

Fermat's theorem: an interior differentiable local extremum has zero gradient

Definition

Positive definite, negative definite, semidefinite, and indefinite quadratic forms

Lemma

A definite quadratic form has a uniform signed bound on the Euclidean unit sphere

Theorem

The multivariable second-derivative test by definiteness of the Hessian

Corollary

The two-variable Hessian determinant test

Theorem

A constrained local extremum annihilates every velocity of a differentiable parametrization

Corollary

Lagrange multipliers for a regular graph constraint y=ψ(x)

Sources