书目名称 | Linear and Nonlinear Programming |
编辑 | David G. Luenberger,Yinyu Ye |
视频video | http://file.papertrans.cn/587/586473/586473.mp4 |
概述 | Complete updating of bestselling text in the field.Entirely new chapter on Semidefinite Programming.Includes end-of-chapter exercises |
丛书名称 | International Series in Operations Research & Management Science |
图书封面 |  |
描述 | .This new edition covers the central concepts of practical optimization techniques, with an emphasis on methods that are both state-of-the-art and popular. One major insight is the connection between the purely analytical character of an optimization problem and the behavior of algorithms used to solve a problem. This was a major theme of the first edition of this book and the fourth edition expands and further illustrates this relationship. As in the earlier editions, the material in this fourth edition is organized into three separate parts. Part I is a self-contained introduction to linear programming. The presentation in this part is fairly conventional, covering the main elements of the underlying theory of linear programming, many of the most effective numerical algorithms, and many of its important special applications. Part II, which is independent of Part I, covers the theory of unconstrained optimization, including both derivations of the appropriate optimality conditions and an introduction to basic algorithms. This part of the book explores the general properties of algorithms and defines various notions of convergence. Part III extends the concepts developed in the sec |
出版日期 | Textbook 20164th edition |
关键词 | Linear Programming; Luenberger; Mathematical Programming; Nonlinear Programming; Operations Research; Opt |
版次 | 4 |
doi | https://doi.org/10.1007/978-3-319-18842-3 |
isbn_softcover | 978-3-319-37439-0 |
isbn_ebook | 978-3-319-18842-3Series ISSN 0884-8289 Series E-ISSN 2214-7934 |
issn_series | 0884-8289 |
copyright | Springer International Publishing Switzerland 2016 |