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Springer Optimization and Its Applications

Optimization and Its Applications in Control and Data Sciences

In Honor of Boris T. Polyak’s 80th Birthday

Editors: Goldengorin, Boris (Ed.)

  • Presents open problems in optimization, game theory and control theory
  • Concentrates on recent research in modern optimization
  • Focuses on techniques for solving complex optimization problems 
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Buy this book

eBook $119.00
price for USA in USD (gross)
  • ISBN 978-3-319-42056-1
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $159.99
price for USA in USD
  • ISBN 978-3-319-42054-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $159.99
price for USA in USD
  • ISBN 978-3-319-82490-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

This book focuses on recent research in modern optimization and its implications in control and data analysis. This book is a collection of papers from the conference “Optimization and Its Applications in Control and Data Science” dedicated to Professor Boris T. Polyak, which was held in Moscow, Russia on May 13-15, 2015.


This book reflects developments in theory and applications rooted by Professor Polyak’s fundamental contributions to constrained and unconstrained optimization, differentiable and nonsmooth functions, control theory and approximation. Each paper focuses on techniques for solving complex optimization problems in different application areas and recent developments in optimization theory and methods. Open problems in optimization, game theory and control theory are included in this collection which will interest engineers and researchers working with efficient algorithms and software for solving optimization problems in market and data analysis. Theoreticians in operations research, applied mathematics, algorithm design, artificial intelligence, machine learning, and software engineering will find this book useful and graduate students will find the state-of-the-art research valuable.

Reviews

“This book, organized and nicely edited by Professor Goldengorin, reflects some recent advances in the areas of optimization, control, and data sciences in the directions largely initiated and developed by Boris Polyak over the years. … I would like to congratulate the editor and all the authors of the papers presented in the book on their excellent work to celebrate great achievements and scientific life of Boris Teodorovich Polyak.” (Boris S. Mordukhovich, Optimization Letters, Vol. 11, 2017)


Table of contents (15 chapters)

  • A New Adaptive Conjugate Gradient Algorithm for Large-Scale Unconstrained Optimization

    Andrei, Neculai

    Pages 1-16

  • On Methods of Terminal Control with Boundary-Value Problems: Lagrange Approach

    Antipin, Anatoly (et al.)

    Pages 17-49

  • Optimization of Portfolio Compositions for Small and Medium Price-Taking Traders

    Belenky, Alexander S. (et al.)

    Pages 51-117

  • Indirect Maximum Likelihood Estimation

    Berend, Daniel (et al.)

    Pages 119-138

  • Lagrangian Duality in Complex Pose Graph Optimization

    Calafiore, Giuseppe C. (et al.)

    Pages 139-184

Buy this book

eBook $119.00
price for USA in USD (gross)
  • ISBN 978-3-319-42056-1
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $159.99
price for USA in USD
  • ISBN 978-3-319-42054-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $159.99
price for USA in USD
  • ISBN 978-3-319-82490-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Optimization and Its Applications in Control and Data Sciences
Book Subtitle
In Honor of Boris T. Polyak’s 80th Birthday
Editors
  • Boris Goldengorin
Series Title
Springer Optimization and Its Applications
Series Volume
115
Copyright
2016
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-42056-1
DOI
10.1007/978-3-319-42056-1
Hardcover ISBN
978-3-319-42054-7
Softcover ISBN
978-3-319-82490-1
Series ISSN
1931-6828
Edition Number
1
Number of Pages
XVII, 507
Number of Illustrations
23 b/w illustrations, 22 illustrations in colour
Topics