书目名称 | Convex Analysis and Global Optimization |
编辑 | Hoang Tuy |
视频video | http://file.papertrans.cn/238/237821/237821.mp4 |
丛书名称 | Nonconvex Optimization and Its Applications |
图书封面 |  |
描述 | Due to the general complementary convex structure underlyingmost nonconvex optimization problems encountered in applications,convex analysis plays an essential role in the development of globaloptimization methods. This book develops a coherent and rigoroustheory of deterministic global optimization from this point of view.Part I constitutes an introduction to convex analysis, with anemphasis on concepts, properties and results particularly needed forglobal optimization, including those pertaining to the complementaryconvex structure. Part II presents the foundation and application ofglobal search principles such as partitioning and cutting, outer andinner approximation, and decomposition to general global optimizationproblems and to problems with a low-rank nonconvex structure as wellas quadratic problems. Much new material is offered, aside from arigorous mathematical development. ..Audience:. The book is written as a text for graduate students inengineering, mathematics, operations research, computer science andother disciplines dealing with optimization theory. It is alsoaddressed to all scientists in various fields who are interested inmathematical optimization. |
出版日期 | Book 19981st edition |
关键词 | Approximation; Mathematica; Partition; calculus; computer; computer science; global optimization; operation |
版次 | 1 |
doi | https://doi.org/10.1007/978-1-4757-2809-5 |
isbn_softcover | 978-1-4419-4783-3 |
isbn_ebook | 978-1-4757-2809-5Series ISSN 1571-568X |
issn_series | 1571-568X |
copyright | Springer Science+Business Media Dordrecht 1998 |