A Mathematical View of Interior-Point Methods in Convex Optimization

James Renegar (Cornell University, New York)

A Mathematical View of Interior-Point Methods in Convex Optimization
Format
Paperback
Publisher
Society for Industrial & Applied Mathematics,U.S.
Country
United States
Published
1 January 1987
Pages
125
ISBN
9780898715026

A Mathematical View of Interior-Point Methods in Convex Optimization

James Renegar (Cornell University, New York)

This book 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.

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