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Asymptotic Almost Sure Efficiency of Averaged Stochastic Algorithms

โœ Scribed by Pelletier, Mariane


Book ID
120294625
Publisher
Society for Industrial and Applied Mathematics
Year
2000
Tongue
English
Weight
260 KB
Volume
39
Category
Article
ISSN
0363-0129

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An Almost Sure Central Limit Theorem for
โœ Mariane Pelletier ๐Ÿ“‚ Article ๐Ÿ“… 1999 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 154 KB

We prove an almost sure central limit theorem for some multidimensional stochastic algorithms used for the search of zeros of a function and known to satisfy a central limit theorem. The almost sure version of the central limit theorem requires either a logarithmic empirical mean (in the same way as