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Splitting Methods in Communication, Imaging, Science, and Engineering

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Cover of 'Splitting Methods in Communication, Imaging, Science, and Engineering'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction
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    Chapter 2 Some Facts About Operator-Splitting and Alternating Direction Methods
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    Chapter 3 Operator Splitting
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    Chapter 4 Convergence Rate Analysis of Several Splitting Schemes
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    Chapter 5 Self Equivalence of the Alternating Direction Method of Multipliers
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    Chapter 6 Application of the Strictly Contractive Peaceman-Rachford Splitting Method to Multi-Block Separable Convex Programming
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    Chapter 7 Nonconvex Sparse Regularization and Splitting Algorithms
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    Chapter 8 ADMM and Non-convex Variational Problems
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    Chapter 9 Operator Splitting Methods in Compressive Sensing and Sparse Approximation
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    Chapter 10 First Order Algorithms in Variational Image Processing
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    Chapter 11 A Parameter Free ADI-Like Method for the Numerical Solution of Large Scale Lyapunov Equations
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    Chapter 12 Splitting Enables Overcoming the Curse of Dimensionality
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    Chapter 13 ADMM Algorithmic Regularization Paths for Sparse Statistical Machine Learning
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    Chapter 14 Decentralized Learning for Wireless Communications and Networking
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    Chapter 15 Splitting Methods for SPDEs: From Robustness to Financial Engineering, Optimal Control, and Nonlinear Filtering
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    Chapter 16 Application of Operator Splitting Methods in Finance
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    Chapter 17 A Numerical Method to Solve Multi-Marginal Optimal Transport Problems with Coulomb Cost
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    Chapter 18 Robust Split-Step Fourier Methods for Simulating the Propagation of Ultra-Short Pulses in Single- and Two-Mode Optical Communication Fibers
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    Chapter 19 Operator Splitting Methods with Error Estimator and Adaptive Time-Stepping. Application to the Simulation of Combustion Phenomena
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    Chapter 20 Splitting Methods for Some Nonlinear Wave Problems
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    Chapter 21 Operator Splitting Algorithms for Free Surface Flows: Application to Extrusion Processes
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    Chapter 22 An Operator Splitting Approach to the Solution of Fluid-Structure Interaction Problems in Hemodynamics
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    Chapter 23 On Circular Cluster Formation in a Rotating Suspension of Non-Brownian Settling Particles in a Fully Filled Circular Cylinder: An Operator Splitting Approach to the Numerical Simulation
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Splitting Methods in Communication, Imaging, Science, and Engineering
Published by
Springer International Publishing, January 2016
DOI 10.1007/978-3-319-41589-5
978-3-31-941587-1, 978-3-31-941589-5

Roland Glowinski, Stanley J. Osher, Wotao Yin

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Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 77 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Italy 1 1%
Unknown 76 99%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 25 32%
Researcher 10 13%
Student > Master 8 10%
Student > Bachelor 7 9%
Professor 5 6%
Other 12 16%
Unknown 10 13%
Readers by discipline Count As %
Engineering 27 35%
Mathematics 16 21%
Computer Science 9 12%
Physics and Astronomy 7 9%
Chemistry 2 3%
Other 4 5%
Unknown 12 16%