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2017 | Buch

Variational Analysis of Regular Mappings

Theory and Applications

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Über dieses Buch

This monograph offers the first systematic account of (metric) regularity theory in variational analysis. It presents new developments alongside classical results and demonstrates the power of the theory through applications to various problems in analysis and optimization theory.

The origins of metric regularity theory can be traced back to a series of fundamental ideas and results of nonlinear functional analysis and global analysis centered around problems of existence and stability of solutions of nonlinear equations. In variational analysis, regularity theory goes far beyond the classical setting and is also concerned with non-differentiable and multi-valued operators. The present volume explores all basic aspects of the theory, from the most general problems for mappings between metric spaces to those connected with fairly concrete and important classes of operators acting in Banach and finite dimensional spaces. Written by a leading expert in the field, the book covers new and powerful techniques, which have proven to be highly efficient even in classical settings, and outlines the theory’s predominantly quantitative character, leading to a variety of new and unexpected applications.

Variational Analysis of Regular Mappings is aimed at graduate students and researchers in nonlinear and functional analysis, especially those working in areas close to optimization and optimal control, and will be suitable to anyone interested in applying new concepts and ideas to operations research, control engineering and numerical analysis.

Inhaltsverzeichnis

Frontmatter
Chapter 1. The Classical Theory
Abstract
This chapter contains a brief account of the classical “smooth” regularity theory with two major blocks of results that lie at the heart of modern nonlinear analysis.
Alexander D. Ioffe
Chapter 2. Metric Theory: Phenomenology
Abstract
In this chapter we, roughly speaking, translate some principal results of the classical theory presented in the preceding chapter into purely metric language in which the key word is “distance” and words like “derivative” or “tangent space” make little sense.
Alexander D. Ioffe
Chapter 3. Metric Theory: The Infinitesimal Viewpoint
Abstract
All regularity criteria of the previous chapter just assume the existence of a positive r with desired properties and do not offer any recipe for finding it. Infinitesimal regularity theory is mainly aimed at developing mechanisms to calculate and estimate regularity rates. Unless there is helpful structural information, such mechanisms, as in the classical theory, are based on the information about the behavior of the mapping in arbitrarily small neighborhoods of points of the graph.
Alexander D. Ioffe
Chapter 4. Subdifferentials: A Short Introduction
Abstract
This is a service chapter. Here we shall build a new technical machinery to work with regularity problems for mappings between Banach spaces.
Alexander D. Ioffe
Chapter 5. Banach Space Theory: Regularity Criteria
Abstract
This chapter opens the study of local regularity theory for mappings between Banach (and more generally, normed) spaces – the primary interest of variational analysis in general and regularity theory in particular. Tangent and subdifferential constructions offer a convenient and efficient instrument for the study of regularity phenomena in Banach spaces. True, as we have already mentioned, the criteria based on such constructions may be less precise than the metric criteria studied in the second and third chapters. But they do provide estimates which are often sufficient for applications and may be computationally more tractable, especially when dealing with objects specific to Banach spaces.
Alexander D. Ioffe
Chapter 6. Banach Space Theory: Special Classes of Mappings
Abstract
If additional information on the structure of a mapping is available, it is often possible to get stronger results and/or better estimates for regularity rates and to develop more convenient mechanisms to compute or estimate the latter. In this chapter we consider several important classes of mappings for which this program can be implemented.
Alexander D. Ioffe
Chapter 7. Applications to Analysis and Optimization 1
Abstract
In this chapter we consider applications of regularity theory to a variety of (mainly infinite-dimensional) problems of analysis and optimization.
Alexander D. Ioffe
Chapter 8. Regularity in Finite-Dimensional Spaces
Abstract
There are several basic differences that make the finite-dimensional case especially rich.
Alexander D. Ioffe
Chapter 9. Applications to Analysis and Optimization 2
Abstract
In this chapter we continue to discuss applications of the ideas, methods and results of regularity theory to various, this time finite-dimensional, problems of analysis and optimization.
Alexander D. Ioffe
Backmatter
Metadaten
Titel
Variational Analysis of Regular Mappings
verfasst von
Prof. Alexander D. Ioffe
Copyright-Jahr
2017
Electronic ISBN
978-3-319-64277-2
Print ISBN
978-3-319-64276-5
DOI
https://doi.org/10.1007/978-3-319-64277-2

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