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来源类型 | Article |
规范类型 | 其他 |
DOI | 10.1016/0378-3758(89)90060-8 |
Optimal design with bounded density: optimization algorithms of the exchange type. | |
Fedorov VV | |
发表日期 | 1989 |
出处 | Journal of Statistical Planning and Inference 22 (1): 1-13 |
出版年 | 1989 |
语种 | 英语 |
摘要 | This paper deals with the design problem, initiated by Wynn (1982), arising in sampling experiments, experiments with the spatially distributed observations, or containing time type variables. The peculiarity of these experiments is that the number of observations in any given element of the design space cannot exceed some a priori prescribed level. In terms of the continous designs, this means that the density of design measure is restricted. The proposed algorithms are based on the simple heuristic idea: to delete, at every step of the iterative procedure, ‘bad’ (less informative) sets of the supporting points and to include ‘good’ (most informative) ones in the design. The convergence of the algorithm and its various modifications are the main topic of this paper. |
主题 | Environmental Monitoring Activity (MON) |
URL | http://pure.iiasa.ac.at/id/eprint/12612/ |
来源智库 | International Institute for Applied Systems Analysis (Austria) |
引用统计 | |
资源类型 | 智库出版物 |
条目标识符 | http://119.78.100.153/handle/2XGU8XDN/127039 |
推荐引用方式 GB/T 7714 | Fedorov VV. Optimal design with bounded density: optimization algorithms of the exchange type.. 1989. |
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