Second-Order Variational Analysis in Optimization, Variational Stability, and Control: Theory, Algorithms, Applications (Springer Series in Operations Research and Financial Engineering) free ebook download.

Home : Book details

Second-Order Variational Analysis in Optimization, Variational Stability, and Control: Theory, Algorithms, Applications (Springer Series in Operations Research and Financial Engineering) free ebook download

Category:
Mathematics

Views: 119
Likes: 0

Catalogue

Author(s):	Boris S. Mordukhovich

Date:	2024	Format:	pdf	Language:	English	ISBN/ASIN:	3031534751
Pages:	807	OCR:		Quality:		ISBN13:
Uploader:	gestalt	Upload Date:	6/24/2024 9:28:37 PM

To download click on link in the Links Table below

Description: Click to see full description

3031534751 pdf
This fundamental work is a sequel to monographs by the same author: Variational Analysis and Applications (2018) and the two Grundlehren volumes Variational Analysis and Generalized Differentiation: I Basic Theory, II Applications (2006). This present book is the first entirely devoted to second-order variational analysis with numerical algorithms and applications to practical models. It covers a wide range of topics including theoretical, numerical, and implementations that will interest researchers in analysis, applied mathematics, mathematical economics, engineering, and optimization. Inclusion of a variety of exercises and commentaries in each chapter allows the book to be used effectively in a course on this subject. This area has been well recognized as an important and rapidly developing area of nonlinear analysis and optimization with numerous applications. Consisting of 9 interrelated chapters, the book is self-contained with the inclusion of some preliminaries in Chapter 1.
Results presented are useful tools for characterizations of fundamental notions of variational stability of solutions for diverse classes of problems in optimization and optimal control, the study of variational convexity of extended-real-valued functions and their specifications and variational sufficiency in optimization. Explicit calculations and important applications of second-order subdifferentials associated with the achieved characterizations of variational stability and related concepts, to the design and justification of second-order numerical algorithms for solving various classes of optimization problems, nonsmooth equations, and subgradient systems, are included. Generalized Newtonian algorithms are presented that show local and global convergence with linear, superlinear, and quadratic convergence rates. Algorithms are implemented to address interesting practical problems from the fields of machine learning, statistics, imaging, and other areas.
Read more

Links Table

	Title	Link	Password	Size (MB)	Thank to	Inform Admin
3263648	Book	https://nitroflare.com/view/236241C219EB...		0.00	gestalt

Tags: Algorithms Analysis Applications Control Optimization Second-Order Stability Theory Variational Variational

Title	Link	Password	Size	Reason

Those who downloaded this book also downloaded the following books:
Comments

New comment: