书籍简介:

本书2004年初版以来，广受好评，2012年第12次重印发行。凸优化问题在众多领域都有广泛的应用，本书全面、严谨透彻地讲述了这个话题，如何最有效地用数值方法解决问题。重在强调如何识别凸优化问题，并且找出最适合的解决技巧。书中包括了许多实践案例和练习题，这将对学生、科研人员和工程、计算科学、数学、统计学、金融和经济领域的从业人员都有很大的吸引力。读者对象：适用于数学、计算科学、统计学、金融和经济的科研人员。

书籍目录:

Preface

Introduction

1.1 Mathematical optimization

1.2 Least-squares and linear programming

1.3 Convex optimization

1.4 Nonlinear optimization

1.5 Outline

1.6 Notation

Bibliography

Ⅰ Theory

Convex sets

2.1 Affine and convex sets

2.2 Some important examples

2.3 Operations that preserve convexity

2.4 Generalized inequalities

2.5 Separating and supporting hyperplanes

2.6 Dual cones and generalized inequalities

Bibliography

Exercises

Convex functions

3.1 Basic properties and examples

3.2 Operations that preserve convexity

3.3 The conjugate function

3.4 Quasiconvex functions

3.5 Log-concave and log-convex functions

3.6 Convexity with respect to generalized inequalities.

Bibliography

Exercises

……

Ⅱ Applications

Ⅲ Algorithms

Appendices

References

Notation

Index

内容摘要:

This book is about conuer optimization， a special class of mathematical optimization problems， which includes least-squares and linear programming problems. It is well known that least-squares and linear programming problems have a fairly complete theory， arise in a variety of applications， and can be solved numerically very efficiently. The basic point of this book is that the same can be said for the larger class of convex optimization problems.

书籍规格:

书籍详细信息
书名	凸优化站内查询相似图书
	9787510061356 如需购买下载《凸优化》pdf扫描版电子书或查询更多相关信息，请直接复制isbn,搜索即可全网搜索该ISBN
出版地	北京	出版单位	世界图书出版公司北京公司
版次	影印本	印次	1
定价(元)	149.0	语种	英文
尺寸	30 × 21	装帧	平装
页数		印数

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书籍信息归属:

凸优化是世界图书出版公司北京公司于2013.5出版的中图分类号为 O174.13 的主题关于凸分析－英文的书籍。