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Sum of Squares: Theory and Applications (Proceedings of Symposia in Applied Mathematics, Band 77) - Softcover

 
9781470450250: Sum of Squares: Theory and Applications (Proceedings of Symposia in Applied Mathematics, Band 77)
Softcover
ISBN 10: 1470450259 ISBN 13: 9781470450250
Verlag: American Mathematical Society, 2020

Inhaltsangabe

This volume is based on lectures delivered at the 2019 AMS Short Course ""Sum of Squares: Theory and Applications'', held January 14-15, 2019, in Baltimore, Maryland. This book provides a concise state-of-the-art overview of the theory and applications of polynomials that are sums of squares. This is an exciting and timely topic, with rich connections to many areas of mathematics, including polynomial and semidefinite optimization, real and convex algebraic geometry, and theoretical computer science.

The six chapters introduce and survey recent developments in this area; specific topics include the algebraic and geometric aspects of sums of squares and spectrahedra, lifted representations of convex sets, and the algorithmic and computational implications of viewing sums of squares as a meta algorithm. The book also showcases practical applications of the techniques across a variety of areas, including control theory, statistics, finance and machine learning.

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Über die Autorin bzw. den Autor

Pablo A. Parrilo, Massachusetts Institute of Technology, Cambridge, MA

Rekha R. Thomas, University of Washington, Seattle, WA

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Verlag
American Mathematical Society
Erscheinungsdatum
2020
Sprache
Englisch
ISBN 10 
1470450259
ISBN 13 
9781470450250
Einband
Taschenbuch
Anzahl der Seiten
142
Herausgeber
Parrilo Pablo A., Thomas Rekha R.
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Nicht verfügbar