Alphabeta Math
LemmaStatement: Literature-sourcedProof: Literature-sourcedaudited 2026-09-04
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Critical-point Hessian matrices transform by congruence under chart changes

Statement

Let f:MR be smooth, let p be a critical point of f, and let x and y be smooth charts around p. If

Hx(f,p)=(2(fx1)xixj(x(p))),Hy(f,p)=(2(fy1)yiyj(y(p))),

and if J=D(xy1)y(p), then

Hy(f,p)=JTHx(f,p)J.

In particular the two Hessian matrices are congruent.

Facts & Assumptions

Given: A smooth function f:MR, a critical point p, and two charts x and y around p.

[F1]

The critical-point Hessian is defined from the second partial derivatives of a coordinate representative at the critical point (The intrinsic Hessian of a smooth function at a critical point).

Proof

technique · coordinate computation
1.1

Write g:=fx1, h:=fy1, a:=x(p), b:=y(p), and ϕ:=xy1. Then h=gϕ, and the matrix J in the statement is Dϕb.

F1givenconstruct
2.1

Because p is critical, the first derivative of g at a is zero, so differentiating h=gϕ twice at b gives D2hb(u,v)=D2ga(Ju,Jv)+Dga(D2ϕb(u,v))=D2ga(Ju,Jv) for all u,vRn.

step 1.1algebra
3.1

Step 2.1 is exactly the matrix identity Hy(f,p)=JTHx(f,p)J, so the two chart Hessians are congruent.

F1step 2.1algebra

Depends on

Used by

Cited to discharge well-definedness by The intrinsic Hessian of a smooth function at a critical point.

Dependency tree · two levels

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Sources