Convex Analysis and Minimization Algorithms II

Advanced Theory and Bundle Methods

  • Jean-Baptiste Hiriart-Urruty
  • Claude Lemaréchal

Part of the Grundlehren der mathematischen Wissenschaften book series (GL, volume 306)

Table of contents

  1. Front Matter
    Pages I-XVII
  2. Jean-Baptiste Hiriart-Urruty, Claude Lemaréchal
    Pages 1-34
  3. Jean-Baptiste Hiriart-Urruty, Claude Lemaréchal
    Pages 35-90
  4. Jean-Baptiste Hiriart-Urruty, Claude Lemaréchal
    Pages 91-136
  5. Jean-Baptiste Hiriart-Urruty, Claude Lemaréchal
    Pages 137-193
  6. Jean-Baptiste Hiriart-Urruty, Claude Lemaréchal
    Pages 195-222
  7. Jean-Baptiste Hiriart-Urruty, Claude Lemaréchal
    Pages 223-274
  8. Jean-Baptiste Hiriart-Urruty, Claude Lemaréchal
    Pages 275-330
  9. Back Matter
    Pages 331-348

About this book

Introduction

From the reviews: "The account is quite detailed and is written in a manner that will appeal to analysts and numerical practitioners alike...they contain everything from rigorous proofs to tables of numerical calculations.... one of the strong features of these books...that they are designed not for the expert, but for those who whish to learn the subject matter starting from little or no background...there are numerous examples, and counter-examples, to back up the theory...To my knowledge, no other authors have given such a clear geometric account of convex analysis." "This innovative text is well written, copiously illustrated, and accessible to a wide audience"

Keywords

Convex Analysis Mathhematical Programming Nonsmooth Optimization Numerical Algorithms Optimization algorithms calculus

Authors and affiliations

  • Jean-Baptiste Hiriart-Urruty
    • 1
  • Claude Lemaréchal
    • 2
  1. 1.Département de MathématiquesUniversité Paul SabatierToulouseFrance
  2. 2.INRIA, RocquencourtDomaine de VoluceauLe ChesnayFrance

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-662-06409-2
  • Copyright Information Springer-Verlag Berlin Heidelberg 1993
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Springer Book Archive
  • Print ISBN 978-3-642-08162-0
  • Online ISBN 978-3-662-06409-2
  • Series Print ISSN 0072-7830
  • About this book
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