Overview
- 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
Part of the book series: Springer Optimization and Its Applications (SOIA, volume 115)
Access this book
Tax calculation will be finalised at checkout
Other ways to access
Table of contents (15 chapters)
Keywords
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
Editors and Affiliations
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
DOI: https://doi.org/10.1007/978-3-319-42056-1
Publisher: Springer Cham
eBook Packages: Mathematics and Statistics, Mathematics and Statistics (R0)
Copyright Information: Springer International Publishing Switzerland 2016
Hardcover ISBN: 978-3-319-42054-7Published: 10 October 2016
Softcover ISBN: 978-3-319-82490-1Published: 16 June 2018
eBook ISBN: 978-3-319-42056-1Published: 29 September 2016
Series ISSN: 1931-6828
Series E-ISSN: 1931-6836
Edition Number: 1
Number of Pages: XVII, 507
Number of Illustrations: 23 b/w illustrations, 22 illustrations in colour
Topics: Optimization, Data Structures, Systems Theory, Control, Dynamical Systems and Ergodic Theory, Algorithms, Mathematical Applications in Computer Science