G2TT
来源类型Monograph (IIASA Working Paper)
规范类型论文
The Theory from Large Deviations for Random Processes and Strong Convergence of Stochastic Approximation Procedures.
Leonov S
发表日期1986
出版者IIASA, Laxenburg, Austria: WP-86-057
出版年1986
语种英语
摘要This paper deals with the application of "large deviation" theory to the analysis of stochastic approximation procedures. The approach allows to get new results in the asymptotical behaviour of stochastic procedures under very mild assumption about the "noise". The paper contains a short but illuminative survey of these results together with some new author's findings. For applications the last section seems to be interesting presenting some new ideas in multiobjective optimization.
主题System and Decision Sciences - Core (SDS)
URLhttp://pure.iiasa.ac.at/id/eprint/2803/
来源智库International Institute for Applied Systems Analysis (Austria)
资源类型智库出版物
条目标识符http://119.78.100.153/handle/2XGU8XDN/123302
推荐引用方式
GB/T 7714
Leonov S. The Theory from Large Deviations for Random Processes and Strong Convergence of Stochastic Approximation Procedures.. 1986.
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