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词条 凸分析
释义

图书信息

出版社: 世界图书出版公司; 第1版 (2011年1月1日)

外文书名: Convex Analysis

平装: 451页

正文语种: 英语

开本: 24

ISBN: 9787510029608, 7510029600

条形码: 9787510029608

尺寸: 22.2 x 14.8 x 2 cm

重量: 581 g

作者简介

作者:(德国)洛克菲拉(R.Tyrrell Rockafellar)

内容简介

《凸分析(英文版)》内容简介:Convexity has been increasingly important in recent years in the studyof extremum problems in many areas of applied mathematics. The purposeof this book is to provide an exposition of the theory of convex sets andfunctions in which applications to extremum problems play the centralrole. Systems of inequalities, the minimum or maximum of a convex functionover a convex set, Lagrange multipliers, and minimax theorems are amongthe topics treated, as well as basic results about the structure of convexsets and the continuity and differentiability of convex functions and saddle-functions. Duality is emphasized throughout, particularly in the form ofFenchers conjugacy correspondence for convex functions.

目录

Preface .

Introductory Remarks: a Guide for the Reader

PART l: BASIC CONCEPTS

1. Affine Sets

2. Convex Sets and Cones

3. The Algebra of Convex Sets

4. Convex Functions

5. Functional Operations

PART II: TOPOLOGICAL PROPERTIES

6. Relative Interiors of Convex Sels

7. Closures of Convex Functions

8. Recession Cones and Unboundedness

9. Some CIosedness Criteria

10. Continuity of Convex Functions

PART Ⅲ: DUALITY CORRESPONDENCES

11. Separation Theorems

12. Conjugates of Convex Functions

13. Support Furctions

14. Polars of Convex Sets

15. Polars of Convex Functions

16.Dual Operations

PART IV: REPRESENTATION AND INEQUALITIES

17. Carath6odory's Theorem

18. Extreme Points and Faces of Convex Sets

19. Polyhedral Convex Sets and Functions

20. Some Applications of Polyhedral Convexity

21.Helly's Theorem and Systems of Inequalities

22. Linear Inequalities

CONTENTS

PART V: DIFFERENTIAL THEORY

23. Directional Derivatives and Subgradients

24. Differential Continuity and Monotonicity

25. Differentiability of Convex Functions

26. The Legendre Transformation

PART VI: CONSTRAINED EXTREMUM PROBLEMS

27. The Minimum of a Convex Function

28. Ordinary Convex Programs and Lagrange Multipliers

29. Bifunctions and Generalized Convex Programs

30. Adjoint Bifunctions and Dual Programs

31. Fenchel's Duality Theorem

32. The Maximum of a Convex Function

PART VII:' SADDLE-FUNCTIONS AND MINIMAX THEORY

33. Saddle-Functions

34. Closures and Equivalence Classes

35. Continuity and Differentiability of Saddle-functions

36. Minimax Problems

37. Conjugate Saddle-functions and Minimax Theorems

PART VIII: CONVEX ALGEBRA

38. The Algebra of Bifunctions

39. Convex Processes .

Comments and References

Bibliography

Index

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