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2018 | Buch

Variational Analysis and Applications

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Building on fundamental results in variational analysis, this monograph presents new and recent developments in the field as well as selected applications. Accessible to a broad spectrum of potential readers, the main material is presented in finite-dimensional spaces. Infinite-dimensional developments are discussed at the end of each chapter with comprehensive commentaries which emphasize the essence of major results, track the genesis of ideas, provide historical comments, and illuminate challenging open questions and directions for future research.

The first half of the book (Chapters 1–6) gives a systematic exposition of key concepts and facts, containing basic material as well as some recent and new developments. These first chapters are particularly accessible to masters/doctoral students taking courses in modern optimization, variational analysis, applied analysis, variational inequalities, and variational methods. The reader’s development of skills will be facilitated as they work through each, or a portion of, the multitude of exercises of varying levels. Additionally, the reader may find hints and references to more difficult exercises and are encouraged to receive further inspiration from the gems in chapter commentaries. Chapters 7–10 focus on recent results and applications of variational analysis to advanced problems in modern optimization theory, including its hierarchical and multiobjective aspects, as well as microeconomics, and related areas. It will be of great use to researchers and professionals in applied and behavioral sciences and engineering.

Inhaltsverzeichnis

Frontmatter
Chapter 1. Constructions of Generalized Differentiation
Abstract
This chapter is devoted to the exposition of basic tools of first-order generalized differentiation in variational analysis.
Boris S. Mordukhovich
Chapter 2. Fundamental Principles of Variational Analysis
Abstract
This chapter is devoted to the exposition and developments of the fundamental principles of variational analysis, which play a crucial role in resolving many issues of variational theory and applications by employing optimization ideas and techniques.
Boris S. Mordukhovich
Chapter 3. Well-Posedness and Coderivative Calculus
Abstract
This chapter concerns the study of two important topics in variational analysis that don’t seem to be related to each other at the first glance.
Boris S. Mordukhovich
Chapter 4. First-Order Subdifferential Calculus
Abstract
This chapter concerns generalized differential properties of extended-real-valued functions \(\varphi: \mathbb{R}^{n} \rightarrow \overline{\mathbb{R}}\) that are assumed, unless otherwise stated, to be lower semicontinuous around references points.
Boris S. Mordukhovich
Chapter 5. Coderivatives of Maximal Monotone Operators
Abstract
In this chapter we employ the tools of variational analysis and generalized differentiation developed above to study global and local monotonicity of set-valued operators.
Boris S. Mordukhovich
Chapter 6. Nondifferentiable and Bilevel Optimization
Abstract
It is not accidental that we unify the exposition of these two areas of optimization theory in one chapter.
Boris S. Mordukhovich
Chapter 7. Semi-infinite Programs with Some Convexity

This and the next chapters of the book contain mainly some recent applications of the constructions and results of variational analysis and generalized differentiation presented above, as well as new developments required for such applications, to a remarkable class of optimization problems unified under the name of semi-infinite programming (SIP).

Boris S. Mordukhovich
Chapter 8. Nonconvex Semi-infinite Optimization

In this chapter we continue the study of SIPs in infinite-dimensional spaces while considering now problems without any convexity assumptions.

Boris S. Mordukhovich
Chapter 9. Variational Analysis in Set Optimization
Abstract
Here we start studying problems of set optimization and interrelated ones of multiobjective optimization, where optimal solutions are understood in various Pareto-type sense with respect to general preference relations.
Boris S. Mordukhovich
Chapter 10. Set-Valued Optimization and Economics
Abstract
The concluding chapter of the book is devoted to applications of advanced constructions and techniques of variational analysis to economic modeling.
Boris S. Mordukhovich
Backmatter
Metadaten
Titel
Variational Analysis and Applications
verfasst von
Dr. Boris S. Mordukhovich
Copyright-Jahr
2018
Electronic ISBN
978-3-319-92775-6
Print ISBN
978-3-319-92773-2
DOI
https://doi.org/10.1007/978-3-319-92775-6