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Newton-Type Methods for Optimization and Variational Problems
Izmailov, Alexey F.; Solodov, Mikhail V.
€ 156.37
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Description for Newton-Type Methods for Optimization and Variational Problems
paperback. This book presents state-of-the-art theoretical analysis of fundamental Newtonian and Newtonian-related approaches to solving optimization and variational problems, and offers a set of tools for the unified treatment of various algorithms. Series: Springer Series in Operations Research and Financial Engineering. Num Pages: 592 pages, 29 black & white illustrations, 1 colour illustrations, biography. BIC Classification: KJT; PBKQ; PBU. Category: (P) Professional & Vocational. Dimension: 235 x 155 x 31. Weight in Grams: 902.
This book presents comprehensive state-of-the-art theoretical analysis of the fundamental Newtonian and Newtonian-related approaches to solving optimization and variational problems. A central focus is the relationship between the basic Newton scheme for a given problem and algorithms that also enjoy fast local convergence. The authors develop general perturbed Newtonian frameworks that preserve fast convergence and consider specific algorithms as particular cases within those frameworks, i.e., as perturbations of the associated basic Newton iterations. This approach yields a set of tools for the unified treatment of various algorithms, including some not of the Newton type per se. Among the new subjects ... Read more
This book presents comprehensive state-of-the-art theoretical analysis of the fundamental Newtonian and Newtonian-related approaches to solving optimization and variational problems. A central focus is the relationship between the basic Newton scheme for a given problem and algorithms that also enjoy fast local convergence. The authors develop general perturbed Newtonian frameworks that preserve fast convergence and consider specific algorithms as particular cases within those frameworks, i.e., as perturbations of the associated basic Newton iterations. This approach yields a set of tools for the unified treatment of various algorithms, including some not of the Newton type per se. Among the new subjects ... Read more
Product Details
Format
Paperback
Publication date
2016
Publisher
Springer Switzerland
Number of pages
592
Condition
New
Series
Springer Series in Operations Research and Financial Engineering
Number of Pages
573
Place of Publication
Cham, Switzerland
ISBN
9783319353845
SKU
V9783319353845
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
Reviews for Newton-Type Methods for Optimization and Variational Problems
“This book covers Newton-type methods (in a broad sense) for the solution of optimization and variational problems (like variational inequalities and complementarity problems). … Several results presented in this book are new and based on recent publications, and cannot be found in any other monograph. … a useful reference for researchers and graduate students working in the field of optimization ... Read more