Splitting Methods in Communication, Imaging, Science, and Engineering
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Beschreibung
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, 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.
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, 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.
No other book on splitting methods published in the last 10 years Includes applications that cover a wide variety of scientific areas Editors and authors include top international researchers in multiple areas Includes supplementary material: sn.pub/extras
Autor*in
Roland Glowinski
Themen in »Splitting Methods in Communication, Imaging, Science, and Engineering«
Operator Splitting Methods Alternating Direction Method of Multipliers Bregman Methods Large-scale Optimization Scientific Computing