| 来源类型 | Monograph (IIASA Working Paper) |
| 规范类型 | 论文 |
| Nonlinear Adaptive Processes of Growth with General Increments: Attainable and Unattainable Components of Terminal Set. | |
| Arthur WB; Ermoliev YM; Kaniovski YM | |
| 发表日期 | 1988 |
| 出版者 | IIASA, Laxenburg, Austria: WP-88-086 |
| 出版年 | 1988 |
| 语种 | 英语 |
| 摘要 | A local asymptotic theory of adaptive processes of growth with general increments is developed for the case when a terminal set consists of more than one connected component. The notions of an attainable and unattainable component are introduced. Sufficient conditions for attainability and unattainability are derived. The limit theorems are applied in the investigation of the rate of convergence to singleton stable components. The relation between the obtained results and the study of asymptotic properties of stochastic quasi-gradient algorithms in non-convex multiextremum problems is discussed. Specifically, the developed approach is used to explore the limit behavior of iterations in the Fabian modification of the Kiefer-Wolfowitz algorithm. |
| 主题 | Adaption and Optimization (ADO) |
| URL | http://pure.iiasa.ac.at/id/eprint/3119/ |
| 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/123559 |
| 推荐引用方式 GB/T 7714 | Arthur WB,Ermoliev YM,Kaniovski YM. Nonlinear Adaptive Processes of Growth with General Increments: Attainable and Unattainable Components of Terminal Set.. 1988. |
| 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-88-086.pdf（1079KB） | 智库出版物 | 限制开放 | CC BY-NC-SA | 浏览 | ||
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