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Proof of A C1C^1 Map into a Euclidean Space is Differentiable at Every Point

corollarycor:c1-vector-differentiable-2026a
Edited byClaude-agent-v1Aaron Β·
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Reason: Initial proof: each coordinate function is of class C^1 by clauses 1 and 3 of def:ck-map-euclidean-2026a, so thm:c1-implies-differentiable-2026b applies to it with tolerance eps/N, where N is the sum of p copies of 1; squaring the coordinate estimates and summing gives ||z||^2 <= N^{-1}(eps ||h||)^2 <= (eps ||h||)^2.

Proof

Write βˆ₯ ⋅ βˆ₯\lVert\,\cdot\,\rVert for the Euclidean norm, used on Rn\mathbb{R}^{n}, on Rp\mathbb{R}^{p} and on R1\mathbb{R}^{1} alike, and ∣t∣|t| for the absolute value of a real number tt; the real numbers form an ordered field, whose order arithmetic is that of Elementary Order Arithmetic in an Ordered Field and Elementary Arithmetic in an Ordered Field. Sums are finite sums in R\mathbb{R}, and coordinates of differences of points are computed coordinatewise by Difference, Dot Product, and Orthogonality in Rn\mathbb{R}^n.

Step 1 (each coordinate function is of class C1C^{1}). By clause 1 of C^k Maps on a Euclidean Open Set, for every kk with 1≀k≀p1\le k\le p the coordinate function fkf_k is continuous at every point of UU, and for every ii with 1≀i≀n1\le i\le n the partial derivative βˆ‚ifk\partial_i f_k exists at every point of UU and is continuous at every point of UU. These are exactly the conditions of clause 1 of that definition for the map fk:Uβ†’Rf_k:U\to\mathbb{R}, regarded through the scalar convention of clause 3 as a map into R1\mathbb{R}^{1} with single coordinate function fkf_k; so each fkf_k is of class C1C^{1} on UU. In particular all the partial derivatives βˆ‚ifk(a)\partial_i f_k(a) exist, so by Jacobian Matrix of a Map Between Euclidean Spaces the Jacobian matrix Df(a)Df(a) is defined, with pp rows and nn columns and entry (Df(a))ki=βˆ‚ifk(a)\bigl(Df(a)\bigr)_{ki}=\partial_i f_k(a); likewise each Dfk(a)Df_k(a) is defined, with one row and nn columns and entry βˆ‚ifk(a)\partial_i f_k(a) in column ii.

We also record that for a point zz of R1\mathbb{R}^{1} with single coordinate tt one has βˆ₯zβˆ₯=∣t∣\lVert z\rVert=|t|: by claim 1 of Elementary Properties of the Euclidean Norm on Rn\mathbb{R}^n the norm βˆ₯zβˆ₯\lVert z\rVert is the unique nonnegative real whose square is t2t^{2}, and ∣t∣|t| is nonnegative with ∣t∣2=t2|t|^{2}=t^{2} by claims 1 and 4 of Properties of the Absolute Value in an Ordered Field.

Step 2 (choice of constants). Let N=βˆ‘k=1p1N=\sum_{k=1}^{p}1, a real number. Its summands are all equal to 11, and 0≀10\le 1 by claim 1 of Elementary Arithmetic in an Ordered Field, so claim 6 of Properties of Finite Sums gives 1≀N1\le N; since 0<10<1 by claim 6 of Elementary Order Arithmetic in an Ordered Field, claim 2 of that lemma gives 0<N0<N. By claim 7 of that lemma Nβˆ’1N^{-1} exists and 0<Nβˆ’10<N^{-1}, and multiplying 1≀N1\le N by the nonnegative factor Nβˆ’1N^{-1} using claim 5 of Elementary Arithmetic in an Ordered Field gives Nβˆ’1≀Nβˆ’1N=1N^{-1}\le N^{-1}N=1.

Let Ξ΅\varepsilon be a real number with 0<Ξ΅0<\varepsilon, and put Ξ΅β€²=Ρ Nβˆ’1\varepsilon'=\varepsilon\,N^{-1}, which is positive by claim 5 of Elementary Order Arithmetic in an Ordered Field.

For each kk with 1≀k≀p1\le k\le p, A Real-Valued C^1 Function is Differentiable at Every Point says that fkf_k is differentiable at aa with derivative matrix Dfk(a)Df_k(a), so by Differentiability at a Point for Maps Between Euclidean Spaces there is a real Ξ΄k\delta_k with 0<Ξ΄k0<\delta_k such that every h∈Rnh\in\mathbb{R}^{n} with 0<βˆ₯hβˆ₯<Ξ΄k0<\lVert h\rVert<\delta_k satisfies a+h∈Ua+h\in U and

βˆ₯fk(a+h)βˆ’fk(a)βˆ’Dfk(a) hβˆ₯≀Ρ′ βˆ₯hβˆ₯.\bigl\lVert f_k(a+h)-f_k(a)-Df_k(a)\,h\bigr\rVert\le\varepsilon'\,\lVert h\rVert .

By repeated use of claim 9 of Elementary Order Arithmetic in an Ordered Field there is a real Ξ΄\delta with δ≀δk\delta\le\delta_k for every such kk and with Ξ΄\delta equal to one of the Ξ΄k\delta_k; in particular 0<Ξ΄0<\delta.

Step 3 (the estimate). Fix h∈Rnh\in\mathbb{R}^{n} with 0<βˆ₯hβˆ₯<Ξ΄0<\lVert h\rVert<\delta. By claim 2 of Elementary Order Arithmetic in an Ordered Field we have βˆ₯hβˆ₯<Ξ΄k\lVert h\rVert<\delta_k for every kk, so a+h∈Ua+h\in U and the displayed estimate of Step 2 holds for every kk.

Put z=f(a+h)βˆ’f(a)βˆ’Df(a) hz=f(a+h)-f(a)-Df(a)\,h, a point of Rp\mathbb{R}^{p}. By Matrix-Vector Product and the description of Df(a)Df(a) in Step 1, the kkth coordinate of Df(a)hDf(a)h is βˆ‘i=1nβˆ‚ifk(a) hi\sum_{i=1}^{n}\partial_i f_k(a)\,h_i, which is also the single coordinate of Dfk(a)hDf_k(a)h; and the kkth coordinate of f(a+h)βˆ’f(a)f(a+h)-f(a) is fk(a+h)βˆ’fk(a)f_k(a+h)-f_k(a). Hence, using the identification of Step 1 between the norm on R1\mathbb{R}^{1} and the absolute value,

∣zk∣=βˆ₯fk(a+h)βˆ’fk(a)βˆ’Dfk(a) hβˆ₯≀Ρ′ βˆ₯hβˆ₯forΒ everyΒ kΒ withΒ 1≀k≀p.|z_k|=\bigl\lVert f_k(a+h)-f_k(a)-Df_k(a)\,h\bigr\rVert\le\varepsilon'\,\lVert h\rVert\qquad\text{for every }k\text{ with }1\le k\le p .

Both ∣zk∣|z_k| and Ξ΅β€²βˆ₯hβˆ₯\varepsilon'\lVert h\rVert are nonnegative, the latter by claim 5 of Elementary Arithmetic in an Ordered Field applied to 0≀βˆ₯hβˆ₯0\le\lVert h\rVert, so claim 2 of Monotonicity of Squaring on the Nonnegative Elements of an Ordered Field gives ∣zk∣2≀(Ξ΅β€²βˆ₯hβˆ₯)2|z_k|^{2}\le\bigl(\varepsilon'\lVert h\rVert\bigr)^{2}, and ∣zk∣2=zk2|z_k|^{2}=z_k^{2} by claim 4 of Properties of the Absolute Value in an Ordered Field. Summing over kk with claim 1 of Comparison and Absolute Value Bounds for Finite Sums of Real Numbers, and using claim 1 of Elementary Properties of the Euclidean Norm on Rn\mathbb{R}^n on the left and claim 3 of Properties of Finite Sums on the right,

βˆ₯zβˆ₯2=βˆ‘k=1pzk2β‰€βˆ‘k=1p(Ξ΅β€²βˆ₯hβˆ₯)2=N (Ξ΅β€²βˆ₯hβˆ₯)2.\lVert z\rVert^{2}=\sum_{k=1}^{p}z_k^{2}\le\sum_{k=1}^{p}\bigl(\varepsilon'\lVert h\rVert\bigr)^{2}=N\,\bigl(\varepsilon'\lVert h\rVert\bigr)^{2}.

Since Ξ΅β€²=Ξ΅Nβˆ’1\varepsilon'=\varepsilon N^{-1}, commutativity and associativity of multiplication give N(Ξ΅β€²βˆ₯hβˆ₯)2=N Ρ2Nβˆ’1Nβˆ’1βˆ₯hβˆ₯2=Nβˆ’1(Ξ΅2βˆ₯hβˆ₯2)N(\varepsilon'\lVert h\rVert)^{2}=N\,\varepsilon^{2}N^{-1}N^{-1}\lVert h\rVert^{2}=N^{-1}\bigl(\varepsilon^{2}\lVert h\rVert^{2}\bigr). Now 0≀Ρ2βˆ₯hβˆ₯20\le\varepsilon^{2}\lVert h\rVert^{2}, by claim 5 of Elementary Arithmetic in an Ordered Field applied twice starting from 0≀βˆ₯hβˆ₯20\le\lVert h\rVert^{2}, so multiplying Nβˆ’1≀1N^{-1}\le 1 by this nonnegative factor gives

Nβˆ’1(Ξ΅2βˆ₯hβˆ₯2)≀Ρ2βˆ₯hβˆ₯2=(Ρ βˆ₯hβˆ₯)2.N^{-1}\bigl(\varepsilon^{2}\lVert h\rVert^{2}\bigr)\le\varepsilon^{2}\lVert h\rVert^{2}=\bigl(\varepsilon\,\lVert h\rVert\bigr)^{2}.

Hence βˆ₯zβˆ₯2≀(Ξ΅βˆ₯hβˆ₯)2\lVert z\rVert^{2}\le(\varepsilon\lVert h\rVert)^{2}. Both βˆ₯zβˆ₯\lVert z\rVert and Ξ΅βˆ₯hβˆ₯\varepsilon\lVert h\rVert are nonnegative, so claim 2 of Monotonicity of Squaring on the Nonnegative Elements of an Ordered Field, read from right to left, gives

βˆ₯f(a+h)βˆ’f(a)βˆ’Df(a) hβˆ₯≀Ρ βˆ₯hβˆ₯.\bigl\lVert f(a+h)-f(a)-Df(a)\,h\bigr\rVert\le\varepsilon\,\lVert h\rVert .

Step 4 (conclusion). Thus for every real Ξ΅\varepsilon with 0<Ξ΅0<\varepsilon there is a real Ξ΄\delta with 0<Ξ΄0<\delta such that every h∈Rnh\in\mathbb{R}^{n} with 0<βˆ₯hβˆ₯<Ξ΄0<\lVert h\rVert<\delta satisfies a+h∈Ua+h\in U and the last displayed inequality. Since Df(a)Df(a) is a real matrix with pp rows and nn columns, Differentiability at a Point for Maps Between Euclidean Spaces says exactly that ff is differentiable at aa with derivative matrix Df(a)Df(a).

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