Sum of Squares : Theory and Applications

Language: English

Published by American Mathematical Society Sep 2020, 2020

1470450259 / 9781470450250

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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Neuware - 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.

Title
Sum of Squares : Theory and Applications
Author
Pablo A. Parrilo
Publisher
American Mathematical Society Sep 2020
Publication year
2020
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
1470450259
ISBN 13
9781470450250
Item weight
278 grams
Dimensions
257x182x12 mm

AHA-BUCH GmbH

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