Articles liés à Sum of Squares: Theory and Applications
Synopsis
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.
Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.
À propos de l?auteur
Pablo A. Parrilo, Massachusetts Institute of Technology, Cambridge, MA
Rekha R. Thomas, University of Washington, Seattle, WA
Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.
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Sum of Squares: Theory and Applications
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American Mathematical Society, 2020
ISBN 10 : 1470450259
ISBN 13 : 9781470450250
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Sum of Squares Theory and Applications
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Sum of Squares: Theory and Applications
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Sum of Squares : Theory and Applications
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ISBN 13 : 9781470450250
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Sum of Squares : Theory and Applications
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American Mathematical Society, 2020
ISBN 10 : 1470450259
ISBN 13 : 9781470450250
Neuf
Couverture souple
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Sum of Squares
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ISBN 10 : 1470450259
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Paperback. Etat : New. 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. N° de réf. du vendeur LU-9781470450250
Quantité disponible : 3 disponible(s)
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Sum of Squares : Theory and Applications
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American Mathematical Society Sep 2020, 2020
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ISBN 13 : 9781470450250
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Taschenbuch. Etat : Neu. 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. N° de réf. du vendeur 9781470450250
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SUM OF SQUARES PSAPM 77
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Sum of Squares: Theory and Applications
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