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Γ convergence

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Davini c composite thin walled beams by convergence


In the calculus of variations, Γ-convergence (Gamma-convergence) is a notion of convergence for functionals. It was introduced by Ennio de Giorgi.

Contents

Definition

Let X be a topological space and F n : X [ 0 , + ) a sequence of functionals on X . Then F n are said to Γ -converge to the Γ -limit F : X [ 0 , + ) if the following two conditions hold:

  • Lower bound inequality: For every sequence x n X such that x n x as n + ,
  • F ( x ) lim inf n F n ( x n ) .
  • Upper bound inequality: For every x X , there is a sequence x n converging to x such that
  • F ( x ) lim sup n F n ( x n )

    The first condition means that F provides an asymptotic common lower bound for the F n . The second condition means that this lower bound is optimal.

    Properties

  • Minimizers converge to minimizers: If F n Γ -converge to F , and x n is a minimizer for F n , then every cluster point of the sequence x n is a minimizer of F .
  • Γ -limits are always lower semicontinuous.
  • Γ -convergence is stable under continuous perturbations: If F n Γ -converges to F and G : X [ 0 , + ) is continuous, then F n + G will Γ -converge to F + G .
  • A constant sequence of functionals F n = F does not necessarily Γ -converge to F , but to the relaxation of F , the largest lower semicontinuous functional below F .
  • Applications

    An important use for Γ -convergence is in homogenization theory. It can also be used to rigorously justify the passage from discrete to continuum theories for materials, for example, in elasticity theory.

    References

    Γ-convergence Wikipedia


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