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Splitting Methods in Communication, Imaging, Science, and Engineering
This book is about computational methods based on operator splitting. It consists of twenty-three chapters written by recognized splitting method contributors and practitioners, and covers a vast spectrum of topics and application areas, including computational mechanics, computational physics, imag...
| Clasificación: | Libro Electrónico |
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| Autor Corporativo: | |
| Otros Autores: | , , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Cham :
Springer International Publishing : Imprint: Springer,
2016.
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| Edición: | 1st ed. 2016. |
| Colección: | Scientific Computation,
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| Temas: | |
| Acceso en línea: | Texto Completo |
Tabla de Contenidos:
- Introduction
- Some Facts about Operator-Splitting and Alternating Direction Methods
- Operator Splitting
- Convergence Rate Analysis of Several Splitting Schemes
- Self Equivalence of the Alternating Direction Method of Multipliers
- Application of the Strictly Contractive Peaceman-Rachford Splitting Method to Multi-block Separable Convex Programming
- Nonconvex Sparse Regularization and Splitting Algorithms
- ADMM and Non-convex Variational Problems
- Operator Splitting Methods in Compressive Sensing and Sparse Approximation
- First Order Algorithms in Variational Image Processing
- A Parameter Free ADI-like Method for the Numerical Solution of Large Scale Lyapunov Equations
- Splitting Enables Overcoming the Curse of Dimensionality
- ADMM Algorithmic Regularization Paths for Sparse Statistical Machine Learning
- Decentralized Learning for Wireless Communications and Networking
- Splitting Methods for SPDEs: From Robustness to Financial Engineering, Optimal Control and Nonlinear Filtering
- Application of Operator Splitting Methods in Finance
- A Numerical Method to Solve Multi-marginal Optimal Transport Problems with Coulomb Cost
- Robust Split-step Fourier Methods for Simulating the Propagation of Ultra-short Pulses in Single- and Two-mode Optical Communication Fibers
- Operator Splitting Methods with Error Estimator and Adaptive Time-stepping: Application to the Simulation of Combustion Phenomena
- Operator Splitting Algorithms for Free Surface Flows: Application to Extrusion Processes
- An Operator Splitting Approach to the Solution of Fluid-structure Interaction Problems with Hemodynamics
- 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.