书目名称 | Nonlinear Optimization with Engineering Applications |
编辑 | Michael Bartholomew-Biggs |
视频video | |
概述 | A sound theoretical introduction to optimization but mainly placing a practical emphasis on understanding algorithms and how to use them.Includes supplementary material: |
丛书名称 | Springer Optimization and Its Applications |
图书封面 |  |
描述 | This book, like its companion volume Nonlinear Optimization with Financial Applications, is an outgrowth of undergraduate and po- graduate courses given at the University of Hertfordshire and the University of Bergamo. It deals with the theory behind numerical methods for nonlinear optimization and their application to a range of problems in science and engineering. The book is intended for ?nal year undergraduate students in mathematics (or other subjects with a high mathematical or computational content) and exercises are provided at the end of most sections. The material should also be useful for postg- duate students and other researchers and practitioners who may be c- cerned with the development or use of optimization algorithms. It is assumed that readers have an understanding of the algebra of matrices and vectors and of the Taylor and mean value theorems in several va- ables. Prior experience of using computational techniques for solving systems of linear equations is also desirable, as is familiarity with the behaviour of iterative algorithms such as Newton’s methodfor nonlinear equations in one variable. Most of the currently popular methods for continuous nonlinear opti |
出版日期 | Textbook 2008 |
关键词 | algorithms; global optimization; linear optimization; nonlinear optimization; optimization; quadratic pro |
版次 | 1 |
doi | https://doi.org/10.1007/978-0-387-78723-7 |
isbn_softcover | 978-1-4419-4621-8 |
isbn_ebook | 978-0-387-78723-7Series ISSN 1931-6828 Series E-ISSN 1931-6836 |
issn_series | 1931-6828 |
copyright | Springer-Verlag US 2008 |