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Optimal Quadratic Programming Algorithms: With Applications to Variational Inequalities

Optimal Quadratic Programming Algorithms: With Applications to Variational Inequalities

Paperback

Series: Springer Optimization and Its Applications, Book 23

General Mathematics

Currently unavailable to order

ISBN10: 1441946489
ISBN13: 9781441946485
Publisher: Springer
Published: Dec 8 2010
Pages: 284
Weight: 0.94
Height: 0.64 Width: 6.10 Depth: 9.25
Language: English

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.

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General Mathematics