Asymptotic Cones and Functions in Optimization and Variational Inequalities

1. Front Matter

   Pages i-xii

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2. Convex Analysis and Set-Valued Maps: A Review

   Pages 1-24

3. Asymptotic Cones and Functions

   Pages 25-80

4. Existence and Stability in Optimization Problems

   Pages 81-118

5. Minimizing and Stationary Sequences

   Pages 119-144

6. Duality in Optimization Problems

   Pages 145-182

7. Maximal Monotone Maps and Variational Inequalities

   Pages 183-232

8. Back Matter

   Pages 233-249

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Nonlinear applied analysis and in particular the related ?elds of continuous optimization and variational inequality problems have gone through major developments over the last three decades and have reached maturity. A pivotal role in these developments has been played by convex analysis, a rich area covering a broad range of problems in mathematical sciences and its applications. Separation of convex sets and the Legendre–Fenchel conjugate transforms are fundamental notions that have laid the ground for these fruitful developments. Two other fundamental notions that have contributed to making convex analysis a powerful analytical tool and that haveoftenbeenhiddeninthesedevelopmentsarethenotionsofasymptotic sets and functions. The purpose of this book is to provide a systematic and comprehensive account of asymptotic sets and functions, from which a broad and u- ful theory emerges in the areas of optimization and variational inequa- ties. There is a variety of motivations that led mathematicians to study questions revolving around attaintment of the in?mum in a minimization problem and its stability, duality and minmax theorems, convexi?cation of sets and functions, and maximal monotone maps. In all these topics we are faced with the central problem of handling unbounded situations.

• analysis
• asymptotic cones
• asymptotic functions
• asymptotic sets
• linear optimization
• nonlinear optimization
• nonlinear programming
• numerical methods
• optimization
• optimization theory

From the reviews:

"The main purpose of this book is to provide a systematic study of asymptotic cones and asymptotic functions in finite dimensional normed spaces. … Every chapter ends with bibliographical notes. … The book is addressed to graduate students at an advanced level and to researchers and practitioners in the fields of optimization theory, nonlinear programming and applied mathematical sciences. ... We recommend this book to all those who are interested in asymptotic analysis and its use." (Constantin Zalinescu, Zentralblatt MATH, Vol. 1017, 2003)

• UFR de Mathématiques, Université Lyon I, Villeurbanne, France

  Alfred Auslender

• School of Mathermatical Sciences, Tel Aviv University, Tel Aviv, Israel

  Marc Teboulle

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