Tightness problem and stochastic evolution equation arising from fluctuation phenomena for interacting diffusions (Q1083123)

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scientific article; zbMATH DE number 3976025
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Tightness problem and stochastic evolution equation arising from fluctuation phenomena for interacting diffusions
scientific article; zbMATH DE number 3976025

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    Tightness problem and stochastic evolution equation arising from fluctuation phenomena for interacting diffusions (English)
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    1986
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    Let \(\xi\) and B(t) be a real valued random variable and an independent Brownian motion respectively, and \((\xi_ i,B_ i(t))\), \(i=1,...,n\) be independent copies of (\(\xi\),B(t)). Consider the n-particle diffusion process described by the stochastic equation \[ X^ n_ i(t)=\xi_ i+\int^{t}_{0}a[X^ n_ i(s),U^ n(s)]dB_ i(s)+\int^{t}_{0}b[X^ n_ i(s),U^ n(s)]ds,\quad i=1,...,n \] with \(U^ n(t)=1/n\sum^{n}_{i=1}\delta_{X^ n_ i(t)}\) converging in probability to a probability distribution \(u(t)=u(t,dx)\). The main result of the paper states that \[ S_ n(t)=\sqrt{n}(U^ n(t)- u(t)) \] converges weakly to a Gaussian process S(t) with values in the dual space \(\Phi\) ' of some nuclear space \(\Phi\) of infinitely differentiable functions. In addition a stochastic differential equation for the limit process S(t) is obtained.
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    central limit theorem
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    interacting diffusion system
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    infinite dimensional processes
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    nuclear space
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