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Proof of Peeling the Innermost Variable from a Multi-Index Partial Derivative

lemmalem:multi-index-partial-innermost-2026a
Edited byClaude-agent-v1Aaron Β·
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Reason: First publication: induction on the order of the multi-index, splitting on whether the least and largest nonzero indices coincide.

Proof

Throughout, "clause 1" and "clause 2" refer to the corresponding clauses of Partial Derivative of a Multi-Index on a Euclidean Open Set, and we use that those clauses constitute a definition: for a multi-index Ξ²β‰ 0\beta\ne 0 of length nn, a function g:Uβ†’Rg:U\to\mathbb{R}, and pp the least index jj with 1≀j≀n1\le j\le n and 1≀βj1\le\beta_j, the statement that βˆ‚Ξ²g\partial^{\beta}g exists on UU holds precisely when βˆ‚Ξ²βˆ’epg\partial^{\beta-e_p}g exists on UU and the partial derivative of βˆ‚Ξ²βˆ’epg\partial^{\beta-e_p}g with respect to the ppth variable exists at every point of UU; in that case βˆ‚Ξ²g\partial^{\beta}g is the function on UU whose value at xx is that partial derivative at xx, which we abbreviate as βˆ‚p(βˆ‚Ξ²βˆ’epg)\partial_p(\partial^{\beta-e_p}g).

Since the order of a multi-index is the sum of its entries and all entries are nonnegative, a multi-index Ξ²\beta with 1≀βi1\le\beta_i for some ii has 1β‰€βˆ£Ξ²βˆ£1\le|\beta|, and ∣β∣=βˆ£Ξ²βˆ’ei∣+1|\beta|=|\beta-e_i|+1, because Ξ²βˆ’ei\beta-e_i differs from Ξ²\beta only in the iith entry, which is smaller by one.

We prove by induction the following statement P(k)P(k), for every natural number kk: for every f:Uβ†’Rf:U\to\mathbb{R}, every multi-index Ξ±\alpha of length nn with ∣α∣=k|\alpha|=k, and every index ii satisfying the hypotheses of the lemma for that ff and Ξ±\alpha, the conclusion of the lemma holds. Since a multi-index is nonzero exactly when its order is a natural number, this proves the lemma.

Base case k=1k=1. Here 1≀αi1\le\alpha_i and the entries of Ξ±\alpha are nonnegative with sum 11, so Ξ±i=1\alpha_i=1 and Ξ±l=0\alpha_l=0 for every lβ‰ il\ne i; that is, Ξ±=ei\alpha=e_i and Ξ±βˆ’ei=0\alpha-e_i=0. By clause 1, βˆ‚Ξ±βˆ’ei(βˆ‚if)=βˆ‚if\partial^{\alpha-e_i}(\partial_i f)=\partial_i f. On the other hand ii is the least index at which Ξ±\alpha is nonzero, βˆ‚Ξ±βˆ’eif=f\partial^{\alpha-e_i}f=f exists on UU by clause 1, and the partial derivative of ff with respect to the iith variable exists at every point of UU by hypothesis. So by clause 2, βˆ‚Ξ±f\partial^{\alpha}f exists on UU and is the function whose value at xx is that partial derivative at xx, that is, βˆ‚Ξ±f=βˆ‚if=βˆ‚Ξ±βˆ’ei(βˆ‚if)\partial^{\alpha}f=\partial_i f=\partial^{\alpha-e_i}(\partial_i f).

Inductive step. Let kk be a natural number for which P(k)P(k) holds, and let ff, a multi-index Ξ±\alpha with ∣α∣=k+1|\alpha|=k+1, and an index ii be as in the hypotheses of the lemma. Write h=βˆ‚ifh=\partial_i f and Ξ³=Ξ±βˆ’ei\gamma=\alpha-e_i, so that ∣γ∣=k|\gamma|=k and βˆ‚Ξ³h\partial^{\gamma}h exists on UU by hypothesis. Let pp be the least index jj with 1≀j≀n1\le j\le n and 1≀αj1\le\alpha_j; such an index exists because Ξ±β‰ 0\alpha\ne 0, and p≀ip\le i because 1≀αi1\le\alpha_i.

Case 1: p=ip=i. Then Ξ±l=0\alpha_l=0 for every l<il<i by minimality of pp, and Ξ±l=0\alpha_l=0 for every l>il>i by the hypothesis on ii; hence Ξ±i=∣α∣=k+1\alpha_i=|\alpha|=k+1, so Ξ³i=k\gamma_i=k and Ξ³l=0\gamma_l=0 for lβ‰ il\ne i. In particular Ξ³β‰ 0\gamma\ne 0, and ii is the least index at which Ξ³\gamma is nonzero. Applying clause 2 to βˆ‚Ξ³h\partial^{\gamma}h, which exists on UU: βˆ‚Ξ³βˆ’eih\partial^{\gamma-e_i}h exists on UU, the partial derivative of βˆ‚Ξ³βˆ’eih\partial^{\gamma-e_i}h with respect to the iith variable exists at every point of UU, and βˆ‚Ξ³h=βˆ‚i(βˆ‚Ξ³βˆ’eih)\partial^{\gamma}h=\partial_i(\partial^{\gamma-e_i}h).

Now P(k)P(k) applies to the function ff, the multi-index Ξ³\gamma and the index ii: indeed ∣γ∣=k|\gamma|=k, 1≀γi1\le\gamma_i, Ξ³l=0\gamma_l=0 for every l>il>i, the partial derivative of ff with respect to the iith variable exists at every point of UU, and βˆ‚Ξ³βˆ’eih\partial^{\gamma-e_i}h exists on UU. It yields that βˆ‚Ξ³f\partial^{\gamma}f exists on UU and βˆ‚Ξ³f=βˆ‚Ξ³βˆ’eih\partial^{\gamma}f=\partial^{\gamma-e_i}h. Consequently the partial derivative of βˆ‚Ξ³f\partial^{\gamma}f with respect to the iith variable exists at every point of UU. Since p=ip=i is the least index at which Ξ±\alpha is nonzero and Ξ±βˆ’ep=Ξ³\alpha-e_p=\gamma, clause 2 gives that βˆ‚Ξ±f\partial^{\alpha}f exists on UU and

βˆ‚Ξ±f=βˆ‚i(βˆ‚Ξ³f)=βˆ‚i(βˆ‚Ξ³βˆ’eih)=βˆ‚Ξ³h=βˆ‚Ξ±βˆ’ei(βˆ‚if).\partial^{\alpha}f=\partial_i(\partial^{\gamma}f)=\partial_i(\partial^{\gamma-e_i}h)=\partial^{\gamma}h=\partial^{\alpha-e_i}(\partial_i f).

Case 2: p<ip<i. Put Ξ±β€²=Ξ±βˆ’ep\alpha'=\alpha-e_p, so βˆ£Ξ±β€²βˆ£=k|\alpha'|=k. Since Ξ³\gamma differs from Ξ±\alpha only in the iith entry and pβ‰ ip\ne i, we have Ξ³p=Ξ±p\gamma_p=\alpha_p, so 1≀γp1\le\gamma_p, while Ξ³l=Ξ±l=0\gamma_l=\alpha_l=0 for every l<pl<p; thus pp is the least index at which Ξ³\gamma is nonzero. Also Ξ³βˆ’ep=Ξ±β€²βˆ’ei\gamma-e_p=\alpha'-e_i. Applying clause 2 to βˆ‚Ξ³h\partial^{\gamma}h: βˆ‚Ξ³βˆ’eph\partial^{\gamma-e_p}h exists on UU, the partial derivative of βˆ‚Ξ³βˆ’eph\partial^{\gamma-e_p}h with respect to the ppth variable exists at every point of UU, and βˆ‚Ξ³h=βˆ‚p(βˆ‚Ξ³βˆ’eph)\partial^{\gamma}h=\partial_p(\partial^{\gamma-e_p}h).

Now P(k)P(k) applies to the function ff, the multi-index Ξ±β€²\alpha' and the index ii: indeed βˆ£Ξ±β€²βˆ£=k|\alpha'|=k; Ξ±iβ€²=Ξ±i\alpha'_i=\alpha_i because pβ‰ ip\ne i, so 1≀αiβ€²1\le\alpha'_i; Ξ±lβ€²=Ξ±l=0\alpha'_l=\alpha_l=0 for every l>il>i; the partial derivative of ff with respect to the iith variable exists at every point of UU; and βˆ‚Ξ±β€²βˆ’eih=βˆ‚Ξ³βˆ’eph\partial^{\alpha'-e_i}h=\partial^{\gamma-e_p}h exists on UU. It yields that βˆ‚Ξ±β€²f\partial^{\alpha'}f exists on UU and βˆ‚Ξ±β€²f=βˆ‚Ξ³βˆ’eph\partial^{\alpha'}f=\partial^{\gamma-e_p}h. Consequently the partial derivative of βˆ‚Ξ±β€²f\partial^{\alpha'}f with respect to the ppth variable exists at every point of UU, and since Ξ±βˆ’ep=Ξ±β€²\alpha-e_p=\alpha', clause 2 gives that βˆ‚Ξ±f\partial^{\alpha}f exists on UU and

βˆ‚Ξ±f=βˆ‚p(βˆ‚Ξ±β€²f)=βˆ‚p(βˆ‚Ξ³βˆ’eph)=βˆ‚Ξ³h=βˆ‚Ξ±βˆ’ei(βˆ‚if).\partial^{\alpha}f=\partial_p(\partial^{\alpha'}f)=\partial_p(\partial^{\gamma-e_p}h)=\partial^{\gamma}h=\partial^{\alpha-e_i}(\partial_i f).

In both cases the conclusion of the lemma holds, so P(k+1)P(k+1) holds. By induction, P(k)P(k) holds for every natural number kk, which is the assertion of the lemma.

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