Coverart for item
The Resource Optimization and Its Applications in Control and Data Sciences : In Honor of Boris T. Polyak’s 80th Birthday, edited by Boris Goldengorin, (electronic resource)

Optimization and Its Applications in Control and Data Sciences : In Honor of Boris T. Polyak’s 80th Birthday, edited by Boris Goldengorin, (electronic resource)

Label
Optimization and Its Applications in Control and Data Sciences : In Honor of Boris T. Polyak’s 80th Birthday
Title
Optimization and Its Applications in Control and Data Sciences
Title remainder
In Honor of Boris T. Polyak’s 80th Birthday
Statement of responsibility
edited by Boris Goldengorin
Creator
Editor
Subject
Language
eng
Summary
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.--
Member of
Assigning source
Provided by publisher
http://library.link/vocab/creatorName
Goldengorin, Boris
Image bit depth
0
Literary form
non fiction
Nature of contents
dictionaries
Series statement
  • Springer eBooks
  • Springer Optimization and Its Applications,
Series volume
115
http://library.link/vocab/subjectName
  • Mathematics
  • Data structures (Computer science)
  • Dynamics
  • Ergodic theory
  • System theory
  • Computer science
  • Computer mathematics
  • Algorithms
  • Mathematical optimization
Label
Optimization and Its Applications in Control and Data Sciences : In Honor of Boris T. Polyak’s 80th Birthday, edited by Boris Goldengorin, (electronic resource)
Link
http://ezproxy.eui.eu/login?url=http://dx.doi.org/10.1007/978-3-319-42056-1
Instantiates
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Introduction: Big, Small, and Optimal Steps of Boris Polyak (Boris Goldengorin) -- A Convex Optimization Approach to Modeling of Stationary Periodic Time Series (Anders Lindquist and Giorgio Picci) -- New two-phase proximal method of solving the solving the problem of equilibrium programming (Sergey I. Lyashko and Vladimir V. Semenov) -- Minimax Control of Positive Switching Systems with Markovian Jumps (Patrizio Colaneri, José Geromel, Paolo Bolzern, Grace Deaecto) -- A modified Polak-Ribière-Polyak conjugate gradient algorithm with sufficient descent and conjugacy properties for unconstrained optimization (Neculai Andrei) -- Subgradient method with the transformation of space and Polyak's step (Petro Stetsyuk) -- Invariance Conditions for Nonlinear Dynamical Systems (Y. Song, and T. Terlaky) -- Nonparametric ellipsoidal approximation of compact sets of random points (S. I., Lyashko, V.V. Semenov D.A. Klyushin, M.V. Prysyazhna, M.P. Shlykov) -- Algorithmic Principle of the Least Excessive Revenue for finding market equilibria (Yurii Nesterov, Vladimir Shikhman) -- Matrix-Free Convex Optimization Modeling (Stephen Boyd and Steven Diamond) -- Stochastic Optimization and Statistical Learning in Reproducing Kernel Hilbert Spaces the Stochastic Quasi-Gradient Methods (Vladimir I. Norkin).
Control code
978-3-319-42056-1
Dimensions
unknown
Extent
1 online resource (XVII, 507 pages)
File format
multiple file formats
Form of item
  • online
  • electronic
Governing access note
Use of this electronic resource may be governed by a license agreement which restricts use to the European University Institute community. Each user is responsible for limiting use to individual, non-commercial purposes, without systematically downloading, distributing, or retaining substantial portions of information, provided that all copyright and other proprietary notices contained on the materials are retained. The use of software, including scripts, agents, or robots, is generally prohibited and may result in the loss of access to these resources for the entire European University Institute community
Isbn
9783319420561
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-319-42056-1
Other physical details
45 illustrations, 22 illustrations in color.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(OCoLC)960727449
Label
Optimization and Its Applications in Control and Data Sciences : In Honor of Boris T. Polyak’s 80th Birthday, edited by Boris Goldengorin, (electronic resource)
Link
http://ezproxy.eui.eu/login?url=http://dx.doi.org/10.1007/978-3-319-42056-1
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Introduction: Big, Small, and Optimal Steps of Boris Polyak (Boris Goldengorin) -- A Convex Optimization Approach to Modeling of Stationary Periodic Time Series (Anders Lindquist and Giorgio Picci) -- New two-phase proximal method of solving the solving the problem of equilibrium programming (Sergey I. Lyashko and Vladimir V. Semenov) -- Minimax Control of Positive Switching Systems with Markovian Jumps (Patrizio Colaneri, José Geromel, Paolo Bolzern, Grace Deaecto) -- A modified Polak-Ribière-Polyak conjugate gradient algorithm with sufficient descent and conjugacy properties for unconstrained optimization (Neculai Andrei) -- Subgradient method with the transformation of space and Polyak's step (Petro Stetsyuk) -- Invariance Conditions for Nonlinear Dynamical Systems (Y. Song, and T. Terlaky) -- Nonparametric ellipsoidal approximation of compact sets of random points (S. I., Lyashko, V.V. Semenov D.A. Klyushin, M.V. Prysyazhna, M.P. Shlykov) -- Algorithmic Principle of the Least Excessive Revenue for finding market equilibria (Yurii Nesterov, Vladimir Shikhman) -- Matrix-Free Convex Optimization Modeling (Stephen Boyd and Steven Diamond) -- Stochastic Optimization and Statistical Learning in Reproducing Kernel Hilbert Spaces the Stochastic Quasi-Gradient Methods (Vladimir I. Norkin).
Control code
978-3-319-42056-1
Dimensions
unknown
Extent
1 online resource (XVII, 507 pages)
File format
multiple file formats
Form of item
  • online
  • electronic
Governing access note
Use of this electronic resource may be governed by a license agreement which restricts use to the European University Institute community. Each user is responsible for limiting use to individual, non-commercial purposes, without systematically downloading, distributing, or retaining substantial portions of information, provided that all copyright and other proprietary notices contained on the materials are retained. The use of software, including scripts, agents, or robots, is generally prohibited and may result in the loss of access to these resources for the entire European University Institute community
Isbn
9783319420561
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-319-42056-1
Other physical details
45 illustrations, 22 illustrations in color.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(OCoLC)960727449

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