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Convex Analysis in General Vector Spaces

2002 Science
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Release : 2002
Genre : Science
Kind : eBook
Book Rating : 671/5 ( reviews)

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Book Synopsis Convex Analysis in General Vector Spaces by : C. Zalinescu

Download or read book Convex Analysis in General Vector Spaces written by C. Zalinescu. This book was released on 2002. Available in PDF, EPUB and Kindle. Book excerpt: The primary aim of this book is to present the conjugate and sub/differential calculus using the method of perturbation functions in order to obtain the most general results in this field. The secondary aim is to provide important applications of this calculus and of the properties of convex functions. Such applications are: the study of well-conditioned convex functions, uniformly convex and uniformly smooth convex functions, best approximation problems, characterizations of convexity, the study of the sets of weak sharp minima, well-behaved functions and the existence of global error bounds for convex inequalities, as well as the study of monotone multifunctions by using convex functions.

Convex Analysis In General Vector Spaces

2002-07-30 Mathematics
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Release : 2002-07-30
Genre : Mathematics
Kind : eBook
Book Rating : 151/5 ( reviews)

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Book Synopsis Convex Analysis In General Vector Spaces by : C Zalinescu

Download or read book Convex Analysis In General Vector Spaces written by C Zalinescu. This book was released on 2002-07-30. Available in PDF, EPUB and Kindle. Book excerpt: The primary aim of this book is to present the conjugate and subdifferential calculus using the method of perturbation functions in order to obtain the most general results in this field. The secondary aim is to provide important applications of this calculus and of the properties of convex functions. Such applications are: the study of well-conditioned convex functions, uniformly convex and uniformly smooth convex functions, best approximation problems, characterizations of convexity, the study of the sets of weak sharp minima, well-behaved functions and the existence of global error bounds for convex inequalities, as well as the study of monotone multifunctions by using convex functions.

Optimization by Vector Space Methods

1997-01-23 Technology & Engineering
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Release : 1997-01-23
Genre : Technology & Engineering
Kind : eBook
Book Rating : 170/5 ( reviews)

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Book Synopsis Optimization by Vector Space Methods by : David G. Luenberger

Download or read book Optimization by Vector Space Methods written by David G. Luenberger. This book was released on 1997-01-23. Available in PDF, EPUB and Kindle. Book excerpt: Engineers must make decisions regarding the distribution of expensive resources in a manner that will be economically beneficial. This problem can be realistically formulated and logically analyzed with optimization theory. This book shows engineers how to use optimization theory to solve complex problems. Unifies the large field of optimization with a few geometric principles. Covers functional analysis with a minimum of mathematics. Contains problems that relate to the applications in the book.

Convex Analysis and Beyond

2022-04-24 Mathematics
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Release : 2022-04-24
Genre : Mathematics
Kind : eBook
Book Rating : 858/5 ( reviews)

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Book Synopsis Convex Analysis and Beyond by : Boris S. Mordukhovich

Download or read book Convex Analysis and Beyond written by Boris S. Mordukhovich. This book was released on 2022-04-24. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a unified theory of convex functions, sets, and set-valued mappings in topological vector spaces with its specifications to locally convex, Banach and finite-dimensional settings. These developments and expositions are based on the powerful geometric approach of variational analysis, which resides on set extremality with its characterizations and specifications in the presence of convexity. Using this approach, the text consolidates the device of fundamental facts of generalized differential calculus to obtain novel results for convex sets, functions, and set-valued mappings in finite and infinite dimensions. It also explores topics beyond convexity using the fundamental machinery of convex analysis to develop nonconvex generalized differentiation and its applications. The text utilizes an adaptable framework designed with researchers as well as multiple levels of students in mind. It includes many exercises and figures suited to graduate classes in mathematical sciences that are also accessible to advanced students in economics, engineering, and other applications. In addition, it includes chapters on convex analysis and optimization in finite-dimensional spaces that will be useful to upper undergraduate students, whereas the work as a whole provides an ample resource to mathematicians and applied scientists, particularly experts in convex and variational analysis, optimization, and their applications.

Convex Analysis

2015-04-29 Mathematics
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Release : 2015-04-29
Genre : Mathematics
Kind : eBook
Book Rating : 177/5 ( reviews)

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Book Synopsis Convex Analysis by : Ralph Tyrell Rockafellar

Download or read book Convex Analysis written by Ralph Tyrell Rockafellar. This book was released on 2015-04-29. Available in PDF, EPUB and Kindle. Book excerpt: Available for the first time in paperback, R. Tyrrell Rockafellar's classic study presents readers with a coherent branch of nonlinear mathematical analysis that is especially suited to the study of optimization problems. Rockafellar's theory differs from classical analysis in that differentiability assumptions are replaced by convexity assumptions. The topics treated in this volume include: systems of inequalities, the minimum or maximum of a convex function over a convex set, Lagrange multipliers, minimax theorems and duality, as well as basic results about the structure of convex sets and the continuity and differentiability of convex functions and saddle- functions. This book has firmly established a new and vital area not only for pure mathematics but also for applications to economics and engineering. A sound knowledge of linear algebra and introductory real analysis should provide readers with sufficient background for this book. There is also a guide for the reader who may be using the book as an introduction, indicating which parts are essential and which may be skipped on a first reading.

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