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weak derivative (Definition)

Let $ f\colon \Omega\to \mathbf R$ and $ g=(g_1,\ldots,g_n)\colon \Omega\to \mathbf R^n$ be locally integrable functions defined on an open set $ \Omega\subset \mathbf R^n$. We say that $ g$ is the weak derivative of $ f$ if the equality

$\displaystyle \int_\Omega f \frac{\partial \phi}{\partial x_i} = - \int_\Omega g_i \phi $
holds true for all functions $ \phi\in\mathcal C^\infty_c(\Omega)$ (smooth functions with compact support in $ \Omega$) and for all $ i=1,\ldots, n$. Notice that the integrals involved are well defined since $ \phi$ is bounded with compact support and because $ f$ is assumed to be integrable on compact subsets of $ \Omega$.

Comments

  1. If $ f$ is of class $ \mathcal C^1$ then the gradient of $ f$ is the weak derivative of $ f$ in view of Gauss Green Theorem. So the weak derivative is an extension of the classical derivative.
  2. The weak derivative is unique (as an element of the Lebesgue space $ L^1_{\mathrm loc}$) in view of a result about locally integrable functions.
  3. The same definition can be given for functions with complex values.



"weak derivative" is owned by paolini.
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See Also: Sobolev space

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Cross-references: complex, derivative, extension, Gauss Green theorem, gradient, class, compact subsets, support, compact, bounded, well defined, integrals, smooth functions with compact support, functions, equality, open set, locally integrable functions
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This is version 13 of weak derivative, born on 2004-12-27, modified 2007-06-29.
Object id is 6600, canonical name is WeakDerivative.
Accessed 4173 times total.

Classification:
AMS MSC46E35 (Functional analysis :: Linear function spaces and their duals :: Sobolev spaces and other spaces of ``smooth'' functions, embedding theorems, trace theorems)

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