Téléchargez le livre : Modern Numerical Nonlinear Optimization

Modern Numerical Nonlinear Optimization

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Éditeur :

Springer


Collection :

Springer Optimization and Its Applications

Paru le : 2022-10-18

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Description

This book includes a thorough theoretical and computational analysis of unconstrained and constrained optimization algorithms and combines and integrates the most recent techniques and advanced computational linear algebra methods. Nonlinear optimization methods and techniques have reached their maturity and an abundance of optimization algorithms are available for which both the convergence properties and the numerical performances are known. This clear, friendly, and rigorous exposition discusses the theory behind the nonlinear optimization algorithms for understanding their properties and their convergence, enabling the reader to prove the convergence of his/her own algorithms. It covers cases and computational performances of the most known modern nonlinear optimization algorithms that solve collections of unconstrained and constrained optimization test problems with different structures, complexities, as well as those with large-scale real applications.
The book is addressed to all those interested in developing and using new advanced techniques for solving large-scale unconstrained or constrained complex optimization problems. Mathematical programming researchers, theoreticians and practitioners in operations research, practitioners in engineering and industry researchers, as well as graduate students in mathematics, Ph.D. and master in mathematical programming will find plenty of recent information and practical approaches for solving real large-scale optimization problems and applications.
Pages
807 pages
Collection
Springer Optimization and Its Applications
Parution
2022-10-18
Marque
Springer
EAN papier
9783031087196
EAN PDF
9783031087202
Informations sur l'ebook
Nombre pages copiables
8
Nombre pages imprimables
80
Taille du fichier
22436 Ko
Prix
147,69 €
EAN EPUB
9783031087202
Informations sur l'ebook
Nombre pages copiables
8
Nombre pages imprimables
80
Taille du fichier
93901 Ko
Prix
147,69 €

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