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凸分析基础 本书特色
This book is an abridged version of our two-volume opus Convex Analysis and Minimization Algorithms [18], about which we have received very positive feedback from users, readers, lecturers ever since it was published-by Springer-Verlag in 1993. Its pedagogical qualities were particularly appreciated, in the combination with a rather advanced technical material.
凸分析基础 内容简介
本书以英文的形式介绍了凸分析基础的有关内容。
凸分析基础 目录
Preface
O. Introduction: Notation， Elementary Results
1 Some Facts About Lower and Upper Bounds
2 The Set of Extended Real Numbers
3 Linear and Bilinear Algebra
4 Differentiation in a Euclidean Space
5 Set-Valued Analysis
6 Recalls on Convex Functions of the Real Variable
Exercises
A. Convex Sets
1 Generalities
2 Convex Sets Attached to a Convex Set
3 Projection onto Closed Convex Sets
4 Separation and Applications
5 Conical Approximations of Convex Sets
Exercises
B. Convex Functions
1 Basic Definitions and Examples
2 Functional Operations Preserving Convexity
3 Local and Global Behaviour of a Convex Function
4 First-and Second-Order Differentiation
Preface
O. Introduction: Notation， Elementary Results
1 Some Facts About Lower and Upper Bounds
2 The Set of Extended Real Numbers
3 Linear and Bilinear Algebra
4 Differentiation in a Euclidean Space
5 Set-Valued Analysis
6 Recalls on Convex Functions of the Real Variable
Exercises
A. Convex Sets
1 Generalities
2 Convex Sets Attached to a Convex Set
3 Projection onto Closed Convex Sets
4 Separation and Applications
5 Conical Approximations of Convex Sets
Exercises
C. Sublinearity and Support Functions
1 Sublinear Functions
2 The Support Function of a Nonempty Set
3 Correspondence Between Convex Sets and Sublinear Functions
Exercises
D. Subdifferentials of Finite Convex Functions
1 The Subdifferential:Definitions and Interpretations
2 Local Properties of the Subdiffrential
3 First Examples
4 Calculus Rules with Subdifferentials
5 Further Examples
6 The Subdifferential as a Multifunction
Exercises
E. Conjugacy in Convex Analysis
1 The Convex Conjugate of a Function
2 Calculus Rules on the Conjugacy Operation
3 Various Examples
4 Differentiability of a Conjugate Function
Exercises
Bibliographical Comments
The Founding Fathers of the Discipline
References
Index
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