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"This book is the first to pay special attention to the combined issues of speed and numerical reliability in algorithm development. These two requirements have often been regarded as competitive, so much so that the design of fast and numerically reliable algorithms for large-scale structured systems of linear equations, in many cases, remains a significant open issue. Fast Reliable Algorithms for Matrices with Structure helps bridge this gap by providing the reader with recent contributions written by leading experts in the field.The authors deal with both the theory and the practice of fast numerical algorithms for large-scale structured linear systems. Each chapter covers in detail different aspects of the most recent trends in the theory of fast algorithms, with emphasis on implementation and application issues. Both direct and iterative methods are covered.This book is not merely a collection of articles. The editors have gone to considerable lengths to blend the individual papers into a consistent presentation. Each chapter exposes the reader to some of the most recent research while providing enough background material to put the work into proper context."

"The papers in this volume were presented at the Twenty-First Annual ACM-SIAM Symposium on Discrete Algorithms, held January 17-19, 2010, in Austin, TX. The Symposium was jointly sponsored by the SIAM Activity Group on Discrete Mathematics and by SIGACT, the ACM Special Interest Group on Algorithms and Computation Theory."

"In this book, the mathematical background of the presented algorithms is mostlyomitted for the ease of reading, but for theoretically minded readers detailedderivations and justifications are given in the form of Problems in each chapter;their Solutions are given at the end of the volume. Also, historical notes and relatedreferences are discussed in the Supplemental Note at the end of each chapter. In thissense, this book can also serve as a theoretical reference of computer visionresearch. To help readers implement the algorithms in this book, sample codes oftypical procedures are placed on the publisher’s Web page."