书目名称 | Optimal Design and Related Areas in Optimization and Statistics |
编辑 | Luc Pronzato,Anatoly Zhigljavsky |
视频video | |
概述 | Devoted to applications of the optimal design theory in optimization and statistics.Provides comprehensive surveys written by leading generalists.Each chapter reviews, analyzes, and extends the statis |
丛书名称 | Springer Optimization and Its Applications |
图书封面 |  |
描述 | The present volume is a collective monograph devoted to applications of the optimal design theory in optimization and statistics. The chapters re?ect the topics discussed at the workshop “W-Optimum Design and Related Statistical Issues” that took place in Juan-les-Pins, France, in May 2005. The title of the workshop was chosen as a light-hearted celebration of the work of Henry Wynn. It was supported by the Laboratoire I3S (CNRS/Universit´ e de Nice, Sophia Antipolis), to which Henry is a frequent visitor. The topics covered partly re?ect the wide spectrum of Henry’s research - terests. Algorithms for constructing optimal designs are discussed in Chap. 1, where Henry’s contribution to the ?eld is acknowledged. Steepest-ascent - gorithms used to construct optimal designs are very much related to general gradientalgorithmsforconvexoptimization. Inthelasttenyears,asigni?cant part of Henry’s research was devoted to the study of the asymptotic prop- ties of such algorithms. This topic is covered by Chaps. 2 and 3. The work by Alessandra Giovagnoli concentrates on the use of majorization and stoch- tic ordering, and Chap. 4 is a hopeful renewal of their collaboration. One of Henry’s majo |
出版日期 | Book 2009 |
关键词 | Bayesian networks; SOIA; algebraic statistics; algorithms; gradient-type algorithms; linear optimization; |
版次 | 1 |
doi | https://doi.org/10.1007/978-0-387-79936-0 |
isbn_softcover | 978-1-4419-2732-3 |
isbn_ebook | 978-0-387-79936-0Series ISSN 1931-6828 Series E-ISSN 1931-6836 |
issn_series | 1931-6828 |
copyright | Springer-Verlag New York 2009 |