Convex functions constructions, characterizations and counterexamples

Like differentiability, convexity is a natural and powerful property of functions that plays a significant role in many areas of mathematics, both pure and applied. It ties together notions from topology, algebra, geometry and analysis, and is an important tool in optimization, mathematical programm...

Full description

Bibliographic Details
Main Authors: Borwein, Jonathan M., Vanderwerff, Jon D. (Author)
Format: eBook
Language:English
Published: Cambridge Cambridge University Press 2010
Series:Encyclopedia of mathematics and its applications
Subjects:
Online Access:
Collection: Cambridge Books Online - Collection details see MPG.ReNa
LEADER 02255nmm a2200301 u 4500
001 EB001382705
003 EBX01000000000000000905670
005 00000000000000.0
007 cr|||||||||||||||||||||
008 170324 ||| eng
020 |a 9781139087322 
050 4 |a QA331.5 
100 1 |a Borwein, Jonathan M. 
245 0 0 |a Convex functions  |b constructions, characterizations and counterexamples  |c Jonathan M. Borwein, Jon D. Vanderwerff 
260 |a Cambridge  |b Cambridge University Press  |c 2010 
300 |a x, 521 pages  |b digital 
505 0 |a Why convex? -- Convex functions on Euclidean spaces -- Finer structure of Euclidean spaces -- Convex functions on Banach spaces -- Duality between smoothness and strict convexity -- Further analytic topics -- Barriers and Legendre functions -- Convex functions and classifications of Banach spaces -- Monotone operators and the Fitzpatrick function -- Further remarks and notes 
653 |a Convex functions 
653 |a Banach spaces 
653 |a Geometry, Non-Euclidean 
700 1 |a Vanderwerff, Jon D.  |e [author] 
041 0 7 |a eng  |2 ISO 639-2 
989 |b CBO  |a Cambridge Books Online 
490 0 |a Encyclopedia of mathematics and its applications 
028 5 0 |a 10.1017/CBO9781139087322 
856 4 0 |u https://doi.org/10.1017/CBO9781139087322  |x Verlag  |3 Volltext 
082 0 |a 515.8 
520 |a Like differentiability, convexity is a natural and powerful property of functions that plays a significant role in many areas of mathematics, both pure and applied. It ties together notions from topology, algebra, geometry and analysis, and is an important tool in optimization, mathematical programming and game theory. This book, which is the product of a collaboration of over 15 years, is unique in that it focuses on convex functions themselves, rather than on convex analysis. The authors explore the various classes and their characteristics and applications, treating convex functions in both Euclidean and Banach spaces. The book can either be read sequentially for a graduate course, or dipped into by researchers and practitioners. Each chapter contains a variety of specific examples, and over 600 exercises are included, ranging in difficulty from early graduate to research level