书目名称 | High Performance Optimization |
编辑 | Hans Frenk,Kees Roos,Shuzhong Zhang |
视频video | |
丛书名称 | Applied Optimization |
图书封面 |  |
描述 | For a long time the techniques of solving linear optimization(LP) problems improved only marginally. Fifteen years ago, however, arevolutionary discovery changed everything. A new `golden age‘ foroptimization started, which is continuing up to the current time. Whatis the cause of the excitement? Techniques of linear programmingformed previously an isolated body of knowledge. Then suddenly atunnel was built linking it with a rich and promising land, part ofwhich was already cultivated, part of which was completely unexplored.These revolutionary new techniques are now applied to solve coniclinear problems. This makes it possible to model and solve largeclasses of essentially nonlinear optimization problems as efficientlyas LP problems. This volume gives an overview of the latestdevelopments of such `High Performance Optimization Techniques‘. Thefirst part is a thorough treatment of interior point methods forsemidefinite programming problems. The second part reviews today‘smost exciting research topics and results in the area of convexoptimization. ..Audience:. This volume is for graduate students and researcherswho are interested in modern optimization techniques. |
出版日期 | Book 2000 |
关键词 | Finite; algorithms; calculus; function; linear optimization; nonlinear optimization; optimization; proof |
版次 | 1 |
doi | https://doi.org/10.1007/978-1-4757-3216-0 |
isbn_softcover | 978-1-4419-4819-9 |
isbn_ebook | 978-1-4757-3216-0Series ISSN 1384-6485 |
issn_series | 1384-6485 |
copyright | Springer Science+Business Media Dordrecht 2000 |