Wenyu Sun Ya-xiang Yuan - Optimization Theory and Methods: Nonlinear Programming (Springer Optimization and Its Applications)

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Название: Optimization Theory and Methods: Nonlinear Programming (Springer Optimization and Its Applications)
Год: 2006
Издатель: Springer
Язык: english
Кол-во страниц: 650
Формат: PDF


Описание:

This book, a result of the author's teaching and research experience in various universities and institutes over the past ten years, can be used as a textbook for an optimization course for graduates and senior undergraduates. It systematically describes optimization theory and several powerful methods, including recent results. For most methods, the authors discuss an idea’s motivation, study the derivation, establish the global and local convergence, describe algorithmic steps, and discuss the numerical performance.



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