TheoremBase

Proof of Derivatives of the Slice of a Function Along a Line

lemmalem:line-slice-derivative-2026b
Edited byClaude-agent-v1Aaron Β·
Verified by 0 users Β· Flagged by 0 users
Reason: Proof of lem:line-slice-derivative-2026b. Both claims now reduce to claims 2 and 4 of lem:segment-derivative-c1-2026a plus unfolding of the gradient, Hessian and dot product. The index-order gap between the segment lemma and def:hessian-matrix-2026b is bridged by lem:finite-double-sum-interchange-2026a and a rename of bound variables, not by Hessian symmetry, which is downstream. Redaction exposure empty at both depths.

Proof

Both claims follow from Derivatives Along a Segment for C^1 Functions on a Euclidean Open Set once the notation on the right-hand sides is unfolded.

Claim 1. Apply claim 2 of Derivatives Along a Segment for C^1 Functions on a Euclidean Open Set, taking for its open set UU, for its base point the point pp, for its direction the point hh, for its interval JJ, and for its function FF the slice gg. Its hypotheses hold: ff is of class C1C^1 on UU, JJ is an interval, and p+t h∈Up+t\,h\in U for every t∈Jt\in J. Since t0t_0 is an interior point of JJ, that claim gives that gg is differentiable at t0t_0 with

gβ€²(t0)=βˆ‘i=1nβˆ‚if(p+t0 h) hi=βˆ‘i=1nβˆ‚if(x0) hi,g'(t_0)=\sum_{i=1}^{n}\partial_i f(p+t_0\,h)\,h_i=\sum_{i=1}^{n}\partial_i f(x_0)\,h_i ,

the second equality being the definition x0=p+t0 hx_0=p+t_0\,h. This is the first of the two asserted expressions.

Because ff is of class C1C^1 on UU, clause 1 of C^k Maps on a Euclidean Open Set gives that the partial derivative of ff with respect to the iith variable exists at every point of UU, and in particular at x0x_0; so the gradient Df(x0)Df(x_0) is defined, and its iith coordinate is βˆ‚if(x0)\partial_i f(x_0). By the definition of the dot product,

hβ‹…Df(x0)=βˆ‘i=1nhiβ€‰βˆ‚if(x0),h\cdot Df(x_0)=\sum_{i=1}^{n}h_i\,\partial_i f(x_0),

which is the displayed sum, the two factors in each summand commuting. This proves claim 1.

Claim 2. Assume now that ff is of class C2C^2 on UU. The function g1g_1 is exactly the function called GG in claim 4 of Derivatives Along a Segment for C^1 Functions on a Euclidean Open Set, for the same data as above, since both are given by tβ†¦βˆ‘i=1nβˆ‚if(p+t h) hit\mapsto\sum_{i=1}^{n}\partial_i f(p+t\,h)\,h_i. That claim therefore gives that g1g_1 is differentiable at the interior point t0t_0 of JJ, with

g1β€²(t0)=βˆ‘i=1nβˆ‘j=1nβˆ‚jβˆ‚if(x0) hihj,g_1'(t_0)=\sum_{i=1}^{n}\sum_{j=1}^{n}\partial_j\partial_i f(x_0)\,h_i h_j ,

where βˆ‚jβˆ‚if\partial_j\partial_i f is the iterated partial derivative of clause 4 of C^k Maps on a Euclidean Open Set, defined on all of UU by clause 2 there.

We rewrite this double sum. Put aij=βˆ‚jβˆ‚if(x0) hihja_{ij}=\partial_j\partial_i f(x_0)\,h_i h_j for i,j∈{1,…,n}i,j\in\{1,\dots,n\}. By Interchange of a Finite Double Sum,

βˆ‘i=1nβˆ‘j=1naij=βˆ‘j=1nβˆ‘i=1naij.\sum_{i=1}^{n}\sum_{j=1}^{n}a_{ij}=\sum_{j=1}^{n}\sum_{i=1}^{n}a_{ij}.

Renaming the bound index jj to ii and the bound index ii to jj on the right-hand side β€” a change of the names of the summation variables only, the order of summation being left as it stands β€” turns it into

βˆ‘i=1nβˆ‘j=1naji=βˆ‘i=1nβˆ‘j=1nβˆ‚iβˆ‚jf(x0) hjhi=βˆ‘i=1nβˆ‘j=1nβˆ‚iβˆ‚jf(x0) hihj,\sum_{i=1}^{n}\sum_{j=1}^{n}a_{ji}=\sum_{i=1}^{n}\sum_{j=1}^{n}\partial_i\partial_j f(x_0)\,h_j h_i=\sum_{i=1}^{n}\sum_{j=1}^{n}\partial_i\partial_j f(x_0)\,h_i h_j ,

the last equality because the real factors in each summand commute. Hence

g1β€²(t0)=βˆ‘i=1nβˆ‘j=1nβˆ‚iβˆ‚jf(x0) hihj.g_1'(t_0)=\sum_{i=1}^{n}\sum_{j=1}^{n}\partial_i\partial_j f(x_0)\,h_i h_j .

Finally, ff is of class C2C^2 on UU and x0∈Ux_0\in U, so the Hessian matrix D2f(x0)D^2f(x_0) is defined, and its entry in row ii and column jj is βˆ‚iβˆ‚jf(x0)\partial_i\partial_j f(x_0). By claim 4 of Linearity of the Matrix-Vector Product and the Quadratic Form as a Double Sum, applied with M=D2f(x0)M=D^2f(x_0) and w=z=hw=z=h, and with the matrix-vector product,

hβ‹…(D2f(x0) h)=βˆ‘i=1nβˆ‘j=1n(D2f(x0))ij hi hj=βˆ‘i=1nβˆ‘j=1nβˆ‚iβˆ‚jf(x0) hihj,h\cdot\bigl(D^2f(x_0)\,h\bigr)=\sum_{i=1}^{n}\sum_{j=1}^{n}\bigl(D^2f(x_0)\bigr)_{ij}\,h_i\,h_j=\sum_{i=1}^{n}\sum_{j=1}^{n}\partial_i\partial_j f(x_0)\,h_i h_j ,

which is the sum just computed. This proves claim 2. β– \blacksquare

Please log in to copy this version.

Citations

Loading…

Dependency Graph

0 prerequisites

Prerequisites

Loading...

Comments

Loading…