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Paperback Self-Regularity: A New Paradigm for Primal-Dual Interior-Point Algorithms Book

ISBN: 0691091935

ISBN13: 9780691091938

Self-Regularity: A New Paradigm for Primal-Dual Interior-Point Algorithms

(Part of the Princeton Series in Applied Mathematics Series)

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Format: Paperback

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Book Overview

Research on interior-point methods (IPMs) has dominated the field of mathematical programming for the last two decades. Two contrasting approaches in the analysis and implementation of IPMs are the so-called small-update and large-update methods, although, until now, there has been a notorious gap between the theory and practical performance of these two strategies. This book comes close to bridging that gap, presenting a new framework for the...

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Math Mathematics Science & Math

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