| 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) |
| URL | http://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. |
| 条目包含的文件 | ||||||
| 文件名称/大小 | 资源类型 | 版本类型 | 开放类型 | 使用许可 | ||
| WP-86-057.pdf（575KB） | 智库出版物 | 限制开放 | CC BY-NC-SA | 浏览 | ||
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