书目名称 | Selected Applications of Convex Optimization |
编辑 | Li Li |
视频video | |
概述 | Presents applications of convex optimization issues arranged in a synthetic way.Demonstrates the interplay of convex optimization theory and applications of carefully designed Matlab sample codes.Intr |
丛书名称 | Springer Optimization and Its Applications |
图书封面 |  |
描述 | This book focuses on the applications of convex optimization and highlights several topics, including support vector machines, parameter estimation, norm approximation and regularization, semi-definite programming problems, convex relaxation, and geometric problems. All derivation processes are presented in detail to aid in comprehension. The book offers concrete guidance, helping readers recognize and formulate convex optimization problems they might encounter in practice. |
出版日期 | Textbook 2015 |
关键词 | Convex Optimization; Convex Relaxation; Expectation Maximization; Linear Matrix Inequalities; Support Ve |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-662-46356-7 |
isbn_softcover | 978-3-662-46355-0 |
isbn_ebook | 978-3-662-46356-7Series ISSN 1931-6828 Series E-ISSN 1931-6836 |
issn_series | 1931-6828 |
copyright | Tsinghua University Press, Beijing and Springer-Verlag Berlin Heidelberg 2015 |