Convex Analysis and Nonlinear Optimization: Theory and Examples (CMS Books in Mathematics Softcover reprint of hardcover 2nd ed. 2006)

Convex Analysis and Nonlinear Optimization: Theory and Examples (CMS Books in Mathematics Softcover reprint of hardcover 2nd ed. 2006)

By: Jonathan M. Borwein (author), Adrian S. Lewis (author)Paperback

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Description

Optimization is a rich and thriving mathematical discipline, and the underlying theory of current computational optimization techniques grows ever more sophisticated. This book aims to provide a concise, accessible account of convex analysis and its applications and extensions, for a broad audience. Each section concludes with an often extensive set of optional exercises. This new edition adds material on semismooth optimization, as well as several new proofs.

Contents

Background.- Inequality constraints.- Fenchel duality.- Convex analysis.- Special cases.- Nonsmooth optimization.- The Karush-Kuhn-Tucker Theorem.- Fixed points.- Postscript: infinite versus finite dimensions.- List of results and notation.

Product Details

  • ISBN13: 9781441921277
  • Format: Paperback
  • Number Of Pages: 310
  • ID: 9781441921277
  • weight: 498
  • ISBN10: 1441921273
  • edition: Softcover reprint of hardcover 2nd ed. 2006

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