Math 2.0

Real functions Definition

Iterated derivative

Builds on Fréchet derivativeDifferentiable on an open setHigher partial derivatives

Definition

Let U⊆ℝnU \subseteq \mathbb{R}^n be open and let f ⁣:U→ℝmf \colon U \to \mathbb{R}^m. For an integer k≥0k \ge 0, let Lk(ℝn;ℝm)L^k(\mathbb{R}^n; \mathbb{R}^m) be the space of kk-linear maps from (ℝn)k(\mathbb{R}^n)^k to ℝm\mathbb{R}^m, with L0(ℝn;ℝm)=ℝmL^0(\mathbb{R}^n; \mathbb{R}^m) = \mathbb{R}^m. The iterated derivatives are defined by recursion. First, D0f=fD^0 f = f. Suppose that Dkf ⁣:U→Lk(ℝn;ℝm)D^k f \colon U \to L^k(\mathbb{R}^n; \mathbb{R}^m) is defined on UU and is differentiable on U. Then Dk+1f(a)D^{k+1} f(a), for a∈Ua \in U, is the (k+1)(k+1)-linear map Dk+1f(a)(v1,v2,…,vk+1)=(D(Dkf)(a)(v1))(v2,…,vk+1).D^{k+1} f(a)(v_1, v_2, \dots, v_{k+1}) = \big(D(D^k f)(a)(v_1)\big)(v_2, \dots, v_{k+1}). Here D(Dkf)(a)D(D^k f)(a) is the Fréchet derivative of DkfD^k f at aa, a linear map from ℝn\mathbb{R}^n to Lk(ℝn;ℝm)L^k(\mathbb{R}^n; \mathbb{R}^m).

Remarks

For k=1k = 1, D1f=DfD^1 f = Df. For k=2k = 2, D2f(a)(u,v)D^2 f(a)(u, v) is the derivative of x↦Df(x)(v)x \mapsto Df(x)(v) at aa in the direction uu. On basis vectors, D2f(a)(ei,ej)=∂∂xi(∂f∂xj)(a)D^2 f(a)(e_i, e_j) = \dfrac{\partial}{\partial x_i}\left(\dfrac{\partial f}{\partial x_j}\right)(a). In general, Dkf(a)(ei1,…,eik)D^k f(a)(e_{i_1}, \dots, e_{i_k}) is a partial derivative of order k. For a real-valued ff, the matrix of the bilinear map D2f(a)D^2 f(a) is the Hessian matrix. If ff is of class CkC^k, then Dkf(a)D^k f(a) is a symmetric kk-linear map, by the symmetry of second derivatives.

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  1. Euclidean space object
  2. Function concept
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  6. Differentiable function of several variables definition
  7. Partial derivative definition
  8. Differentiable on an open set definition
  9. Higher partial derivatives definition
  10. Iterated derivative definition

Where this leads

154 pages build on this one.

Further reading

  1. Web https://en.wikipedia.org/wiki/Fr%C3%A9chet_derivative, Higher derivatives
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Kinddefinition
WritingW0 stub
MSC26B05
DefinesIterated derivative
UsesFréchet derivative, Differentiable on an open set, Higher partial derivatives

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