Definition:Weak Convergence (Topological Vector Space)
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Definition
Let $\GF \in \set {\R, \C}$.
Let $X$ be a topological vector space over $\GF$.
Let $X^\ast$ be the topological dual space of $X$.
Suppose that:
- for each $x, y \in X$ with $x \ne y$, there exists $f \in X^\ast$ such that $\map f x \ne \map f y$.
Let $\sequence {x_n}_{n \mathop \in \N}$ be a sequence in $X$.
Let $x \in X$.
Definition 1
Let $w$ be the weak topology on $X$.
We say that $\sequence {x_n}_{n \mathop \in \N}$ converges weakly if and only if it converges in $\struct {X, w}$.
We write:
- $x_n \weakconv x$
Definition 2
We say that $\sequence {x_n}_{n \mathop \in \N}$ converges weakly to $x$ if and only if:
- for each $f \in X^\ast$ we have $\map f {x_n} \to \map f x$ in $\GF$.
Also see
- Results about weak convergence on topological vector spaces can be found here.