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A Mathematical View of Interior-Point Methods in Convex Optimization: MPS-SIAM Series on Optimization, cartea 3

Autor James Renegar
en Limba Engleză Paperback – 31 dec 1986
This compact book, through the simplifying perspective it presents, will take a reader who knows little of interior-point methods to within sight of the research frontier, developing key ideas that were over a decade in the making by numerous interior-point method researchers. It aims at developing a thorough understanding of the most general theory for interior-point methods, a class of algorithms for convex optimization problems. The study of these algorithms has dominated the continuous optimization literature for nearly 15 years. In that time, the theory has matured tremendously, but much of the literature is difficult to understand, even for specialists. By focusing only on essential elements of the theory and emphasizing the underlying geometry, A Mathematical View of Interior-Point Methods in Convex Optimization makes the theory accessible to a wide audience, allowing them to quickly develop a fundamental understanding of the material.
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Specificații

ISBN-13: 9780898715026
ISBN-10: 0898715024
Pagini: 125
Dimensiuni: 177 x 253 x 18 mm
Greutate: 0.25 kg
Editura: Society for Industrial and Applied Mathematics
Colecția Society for Industrial and Applied Mathematics
Seria MPS-SIAM Series on Optimization

Locul publicării:Philadelphia, United States

Cuprins

Preface; 1. Preliminaries; 2. Basic Interior-Point Method Theory; 3. Conic Programming and Duality; Bibliography; Index.

Descriere

Takes the reader who knows little of interior-point methods to within sight of the research frontier.