Math 2.0

Real functions Theorem

Continuous partial derivatives imply differentiability

Builds on Partial derivativeDifferentiable function of several variables

Statement

Let U⊆ℝnU \subseteq \mathbb{R}^n be open, let f ⁣:U→ℝmf \colon U \to \mathbb{R}^m, and let a∈Ua \in U. Suppose that each partial derivative ∂fj/∂xi\partial f_j / \partial x_i exists at each point of UU, for 1≤i≤n1 \le i \le n and 1≤j≤m1 \le j \le m, and that each of them is continuous at aa. Then ff is differentiable at aa.

Remarks

If the partial derivatives exist on UU and are continuous on all of UU, then ff is differentiable on UU, and DfDf is continuous. So ff is of class C1C^1 on UU. The converse is false. The function f(x)=∥x∥2sin⁡(1/∥x∥)f(x) = \|x\|^2 \sin(1/\|x\|) for x≠0x \ne 0, with f(0)=0f(0) = 0, is differentiable on ℝn\mathbb{R}^n, but its partial derivatives are not continuous at 00. Without continuity, the existence of the partial derivatives is not enough, see this counterexample.

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To understand this page from the ground up, read these 7 pages in order. The foundations come first.

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  1. Euclidean space object
  2. Function concept
  3. Function of several variables concept
  4. Limit of a function of several variables concept
  5. Partial derivative concept
  6. Differentiable function of several variables definition
  7. Continuous partial derivatives imply differentiability statement

Further reading

  1. Web https://en.wikipedia.org/wiki/Differentiable_function, Differentiability in higher dimensions
  2. Web https://en.wikipedia.org/wiki/Fr%C3%A9chet_derivative, Finite dimensions
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Kindstatement, theorem
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MSC26B05
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