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000772472 019__ $$a968303516
000772472 020__ $$a9783319415895$$q(electronic book)
000772472 020__ $$a3319415891$$q(electronic book)
000772472 020__ $$z9783319415871
000772472 020__ $$z3319415875
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000772472 08204 $$a518$$223
000772472 24500 $$aSplitting methods in communication, imaging, science, and engineering /$$cRoland Glowinski, Stanley J. Osher, Wotao Yin, editors.
000772472 264_1 $$aCham, Switzerland :$$bSpringer,$$c2016.
000772472 300__ $$a1 online resource.
000772472 336__ $$atext$$btxt$$2rdacontent
000772472 337__ $$acomputer$$bc$$2rdamedia
000772472 338__ $$aonline resource$$bcr$$2rdacarrier
000772472 4901_ $$aScientific computation
000772472 504__ $$aIncludes bibliographical references and index.
000772472 5050_ $$aIntroduction -- Some Facts about Operator-Splitting and Alternating Direction Methods -- Operator Splitting -- Convergence Rate Analysis of Several Splitting Schemes -- Self Equivalence of the Alternating Direction Method of Multipliers -- Application of the Strictly Contractive Peaceman-Rachford Splitting Method to Multi-block Separable Convex Programming -- Nonconvex Sparse Regularization and Splitting Algorithms -- ADMM and Non-convex Variational Problems -- Operator Splitting Methods in Compressive Sensing and Sparse Approximation -- First Order Algorithms in Variational Image Processing -- A Parameter Free ADI-like Method for the Numerical Solution of Large Scale Lyapunov Equations -- Splitting Enables Overcoming the Curse of Dimensionality -- ADMM Algorithmic Regularization Paths for Sparse Statistical Machine Learning -- Decentralized Learning for Wireless Communications and Networking -- Splitting Methods for SPDEs: From Robustness to Financial Engineering, Optimal Control and Nonlinear Filtering -- Application of Operator Splitting Methods in Finance -- A Numerical Method to Solve Multi-marginal Optimal Transport Problems with Coulomb Cost -- Robust Split-step Fourier Methods for Simulating the Propagation of Ultra-short Pulses in Single- and Two-mode Optical Communication Fibers -- Operator Splitting Methods with Error Estimator and Adaptive Time-stepping: Application to the Simulation of Combustion Phenomena -- Operator Splitting Algorithms for Free Surface Flows: Application to Extrusion Processes -- An Operator Splitting Approach to the Solution of Fluid-structure Interaction Problems with Hemodynamics -- On Circular cluster Formation in a Rotating Suspension of Non-Brownian Settling Particles in a Fully Filled Circular Cylinder: An Operator Splitting Approach to the Numerical Simulation.
000772472 506__ $$aAccess limited to authorized users.
000772472 520__ $$aThis book is about computational methods based on operator splitting. It consists of twenty-three chapters written by recognized splitting method contributors and practitioners, and covers a vast spectrum of topics and application areas, including computational mechanics, computational physics, image processing, wireless communication, nonlinear optics, and finance. Therefore, the book presents very versatile aspects of splitting methods and their applications, motivating the cross-fertilization of ideas. .
000772472 588__ $$aOnline resource; title from PDF title page (SpringerLink, viewed January 19, 2017).
000772472 650_0 $$aSplitting extrapolation method.
000772472 7001_ $$aGlowinski, R.,$$eeditor.
000772472 7001_ $$aOsher, Stanley,$$eeditor.
000772472 7001_ $$aYin, Wotao,$$eeditor.
000772472 77608 $$iPrint version:$$z3319415875$$z9783319415871$$w(OCoLC)951642826
000772472 830_0 $$aScientific computation.
000772472 852__ $$bebk
000772472 85640 $$3SpringerLink$$uhttps://univsouthin.idm.oclc.org/login?url=http://link.springer.com/10.1007/978-3-319-41589-5$$zOnline Access$$91397441.1
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