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In mathematics, Gårding's inequality is a result that gives a lower bound for the
bilinear form In mathematics, a bilinear form is a bilinear map on a vector space (the elements of which are called '' vectors'') over a field ''K'' (the elements of which are called '' scalars''). In other words, a bilinear form is a function that is lin ...
induced by a real linear elliptic partial differential operator. The inequality is named after
Lars Gårding Lars Gårding (7 March 1919 – 7 July 2014) was a Swedish mathematician. He made notable contributions to the study of partial differential equations and partial differential operators. He was a professor of mathematics at Lund University in Sw ...
.


Statement of the inequality

Let Ω be a bounded,
open domain Question answering (QA) is a computer science discipline within the fields of information retrieval and natural language processing (NLP), which is concerned with building systems that automatically answer questions posed by humans in a natural la ...
in ''n''-
dimension In physics and mathematics, the dimension of a mathematical space (or object) is informally defined as the minimum number of coordinates needed to specify any point within it. Thus, a line has a dimension of one (1D) because only one coor ...
al
Euclidean space Euclidean space is the fundamental space of geometry, intended to represent physical space. Originally, that is, in Euclid's ''Elements'', it was the three-dimensional space of Euclidean geometry, but in modern mathematics there are Euclidean sp ...
and let ''H''''k''(Ω) denote the
Sobolev space In mathematics, a Sobolev space is a vector space of functions equipped with a norm that is a combination of ''Lp''-norms of the function together with its derivatives up to a given order. The derivatives are understood in a suitable weak sense ...
of ''k''-times weakly differentiable functions ''u'' : Ω → R with weak derivatives in ''L''2. Assume that Ω satisfies the ''k''-extension property, i.e., that there exists a
bounded linear operator In functional analysis and operator theory, a bounded linear operator is a linear transformation L : X \to Y between topological vector spaces (TVSs) X and Y that maps bounded subsets of X to bounded subsets of Y. If X and Y are normed vect ...
''E'' : ''H''''k''(Ω) → ''H''''k''(R''n'') such that (''Eu''), Ω = ''u'' for all ''u'' in ''H''''k''(Ω). Let ''L'' be a linear partial differential operator of even order ''2k'', written in divergence form :(L u)(x) = \sum_ (-1)^ \mathrm^ \left( A_ (x) \mathrm^ u(x) \right), and suppose that ''L'' is uniformly elliptic, i.e., there exists a constant ''θ'' > 0 such that :\sum_ \xi^ A_ (x) \xi^ > \theta , \xi , ^ \mbox x \in \Omega, \xi \in \mathbb^ \setminus \. Finally, suppose that the coefficients ''Aαβ'' are bounded, continuous functions on the closure of Ω for , ''α'', = , ''β'', = ''k'' and that :A_ \in L^ (\Omega) \mbox , \alpha , , , \beta , \leq k. Then Gårding's inequality holds: there exist constants ''C'' > 0 and ''G'' ≥ 0 :B
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+ G \, u \, _^ \geq C \, u \, _^ \mbox u \in H_^ (\Omega), where :B
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= \sum_ \int_ A_ (x) \mathrm^ u(x) \mathrm^ v(x) \, \mathrm x is the bilinear form associated to the operator ''L''.


Application: the Laplace operator and the Poisson problem

Be careful, in this application, Garding's Inequality seems useless here as the final result is a direct consequence of Poincaré's Inequality, or Friedrich Inequality. (See talk on the article). As a simple example, consider the
Laplace operator In mathematics, the Laplace operator or Laplacian is a differential operator given by the divergence of the gradient of a scalar function on Euclidean space. It is usually denoted by the symbols \nabla\cdot\nabla, \nabla^2 (where \nabla is t ...
Δ. More specifically, suppose that one wishes to solve, for ''f'' ∈ ''L''2(Ω) the
Poisson equation Poisson's equation is an elliptic partial differential equation of broad utility in theoretical physics. For example, the solution to Poisson's equation is the potential field caused by a given electric charge or mass density distribution; with t ...
:\begin - \Delta u(x) = f(x), & x \in \Omega; \\ u(x) = 0, & x \in \partial \Omega; \end where Ω is a bounded
Lipschitz domain In mathematics, a Lipschitz domain (or domain with Lipschitz boundary) is a domain in Euclidean space whose boundary is "sufficiently regular" in the sense that it can be thought of as locally being the graph of a Lipschitz continuous function. Th ...
in R''n''. The corresponding weak form of the problem is to find ''u'' in the Sobolev space ''H''01(Ω) such that :B
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= \langle f, v \rangle \mbox v \in H_^ (\Omega), where :B
, v The comma is a punctuation mark that appears in several variants in different languages. It has the same shape as an apostrophe or single closing quotation mark () in many typefaces, but it differs from them in being placed on the baseline of ...
= \int_ \nabla u(x) \cdot \nabla v(x) \, \mathrm x, :\langle f, v \rangle = \int_ f(x) v(x) \, \mathrm x. The
Lax–Milgram lemma Weak formulations are important tools for the analysis of mathematical equations that permit the transfer of concepts of linear algebra to solve problems in other fields such as partial differential equations. In a weak formulation, equations or c ...
ensures that if the bilinear form ''B'' is both continuous and elliptic with respect to the norm on ''H''01(Ω), then, for each ''f'' ∈ ''L''2(Ω), a unique solution ''u'' must exist in ''H''01(Ω). The hypotheses of Gårding's inequality are easy to verify for the Laplace operator Δ, so there exist constants ''C'' and ''G'' ≥ 0 :B
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\geq C \, u \, _^ - G \, u \, _^ \mbox u \in H_^ (\Omega). Applying the
Poincaré inequality In mathematics, the Poincaré inequality is a result in the theory of Sobolev spaces, named after the French mathematician Henri Poincaré. The inequality allows one to obtain bounds on a function using bounds on its derivatives and the geometry of ...
allows the two terms on the right-hand side to be combined, yielding a new constant ''K'' > 0 with :B
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\geq K \, u \, _^ \mbox u \in H_^ (\Omega), which is precisely the statement that ''B'' is elliptic. The continuity of ''B'' is even easier to see: simply apply the
Cauchy–Schwarz inequality The Cauchy–Schwarz inequality (also called Cauchy–Bunyakovsky–Schwarz inequality) is considered one of the most important and widely used inequalities in mathematics. The inequality for sums was published by . The corresponding inequality f ...
and the fact that the Sobolev norm is controlled by the ''L''2 norm of the gradient.


References

* (Theorem 9.17) {{DEFAULTSORT:Garding's inequality Theorems in functional analysis Inequalities Partial differential equations Sobolev spaces