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mathematical analysis Analysis is the branch of mathematics dealing with continuous functions, limit (mathematics), limits, and related theories, such as Derivative, differentiation, Integral, integration, measure (mathematics), measure, infinite sequences, series ( ...
, Mosco convergence is a notion of convergence for functionals that is used in nonlinear analysis and set-valued analysis. It is a particular case of Γ-convergence. Mosco convergence is sometimes phrased as “weak Γ-liminf and strong Γ-limsup” convergence since it uses both the weak and strong topologies on a
topological vector space In mathematics, a topological vector space (also called a linear topological space and commonly abbreviated TVS or t.v.s.) is one of the basic structures investigated in functional analysis. A topological vector space is a vector space that is als ...
''X''. In finite dimensional spaces, Mosco convergence coincides with epi-convergence, while in infinite-dimensional ones, Mosco convergence is strictly stronger property. ''Mosco convergence'' is named after Italian mathematician Umberto Mosco.


Definition

Let ''X'' be a topological vector space and let ''X'' denote the
dual space In mathematics, any vector space ''V'' has a corresponding dual vector space (or just dual space for short) consisting of all linear forms on ''V,'' together with the vector space structure of pointwise addition and scalar multiplication by cons ...
of
continuous linear functional In functional analysis and related areas of mathematics, a continuous linear operator or continuous linear mapping is a continuous linear transformation between topological vector spaces. An operator between two normed spaces is a bounded linear ...
s on ''X''. Let ''F''''n'' : ''X'' →  , +∞be functionals on ''X'' for each ''n'' = 1, 2, ... The sequence (or, more generally, net) (''F''''n'') is said to Mosco converge to another functional ''F'' : ''X'' →  , +∞if the following two conditions hold: * lower bound inequality: for each sequence of elements ''x''''n'' ∈ ''X'' converging weakly to ''x'' ∈ ''X'', ::\liminf_ F_ (x_) \geq F(x); * upper bound inequality: for every ''x'' ∈ ''X'' there exists an approximating sequence of elements ''x''''n'' ∈ ''X'', converging strongly to ''x'', such that ::\limsup_ F_ (x_) \leq F(x). Since lower and upper bound inequalities of this type are used in the definition of Γ-convergence, Mosco convergence is sometimes phrased as “weak Γ-liminf and strong Γ-limsup” convergence. Mosco convergence is sometimes abbreviated to M-convergence and denoted by :\mathop_ F_ = F \text F_ \xrightarrow \to \inftyF.


References

* * * * {{Cite web , last = Mosco , first = Umberto , title = Worcester Polytechnic Institute Faculty Directory , url = http://www.wpi.edu/academics/facultydir/uxm.html , publisher = , accessdate = Calculus of variations Variational analysis Convergence (mathematics)