Optimal Quadratic Programming Algorithms 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Dostál, Zdenek 作者

译者

2009 出版日期

304 页数

$ 123.17 价格

Hardcover

丛书系列

9780387848051 图书编码

Optimal Quadratic Programming Algorithms 在线电子书图书标签: 计算机科学计算机理论数学 Springer Quadratic Programming Optimal Algorithms

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Optimal Quadratic Programming Algorithms 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

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Quadratic programming (QP) is one advanced mathematical technique that allows for the optimization of a quadratic function in several variables in the presence of linear constraints. This book presents recently developed algorithms for solving large QP problems and focuses on algorithms which are, in a sense optimal, i.e., they can solve important classes of problems at a cost proportional to the number of unknowns. For each algorithm presented, the book details its classical predecessor, describes its drawbacks, introduces modifications that improve its performance, and demonstrates these improvements through numerical experiments. This self-contained monograph can serve as an introductory text on quadratic programming for graduate students and researchers. Additionally, since the solution of many nonlinear problems can be reduced to the solution of a sequence of QP problems, it can also be used as a convenient introduction to nonlinear programming.

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