| Title | Some global optimization algorithms in statistics |
| Creator | |
| Date Issued | 1997 |
| Conference Name | The Second International Symposium on Operations Research with Applications in Engineering, Technology, and Management |
| Source Publication | Lecture Notes in Operations Research: Operations research and its applications : second international symposium, ISORA'96 Guilin, P.R. China, December 11-14, 1996, proceedings
 |
| Editor | Ding-Zhu Du, Xiang-Sun Zhang, Kan Cheng |
| ISBN | 7506220237 |
| Pages | 14-24 |
| Conference Date | December 11-14, 1996 |
| Conference Place | Guilin, China |
| Publication Place | Beijing |
| Publisher | World Publishing Corporation |
| Abstract | There are many problems in statistics that need some powerful global optimization methods. This paper reviews two efficient methods: SNTO (sequential number-theoretic methods for optimization) and TA (the threshold accepting algorithm). A discussion is given of the applications of these methods to various statistics problems: maximum likelihood estimation, regression analysis, model selection, experimental design, projection pursuit, etc. |
| Keyword | experimental design nonlinear regression model projection pursuit simulated annealing threshold accepting global optimization number-theoretic methods |
| Language | 英语English |
| Citation statistics | |
| Document Type | Conference paper |
| Identifier | http://repository.uic.edu.cn/handle/39GCC9TT/5667 |
| Collection | Research outside affiliated institution |
| Affiliation | 1.Department of mathematics, Hong Kong Baptist University 2.Institute of applied mathematics, Chinese Academy of Sciences 3.Fakultat fur Wirtschaftswissenschaften and Statistik, Universitat Konstanz |
| Recommended Citation GB/T 7714 | Fang, Kaitai,Hickernell, Fred J.,Winker, Peter. Some global optimization algorithms in statistics[C]//Ding-Zhu Du, Xiang-Sun Zhang, Kan Cheng. Beijing: World Publishing Corporation, 1997: 14-24. |
| Files in This Item: | There are no files associated with this item. | |||||
Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.
BNBU 
Library
Edit Comment