Moment and polynomial optimization

By:

Nie, Jiawang

Series: MOS-SIAM Series on OptimizationPublication details: Philadelphia: SIAM- Society for Industrial and Applied Mathematics & Mathematical Optimization Society, 2023.Description: xv, 467p.: hbk.: 26cmISBN:

9781611977592

Subject(s):

DDC classification:

519.7 NIE

Summary: Moment and polynomial optimization is an active research field. It is used to solve difficult questions in many areas, including global optimization, tensor computation, saddle points, Nash equilibrium, and bilevel programs, and it has many applications. Moment and Polynomial Optimization synthesizes current research and applications to provide the reader with a systematic introduction to theory and methods, a comprehensive approach for extracting optimizers and solving truncated moment problems, and a creative methodology for using optimality conditions to construct tight Moment-SOS relaxations. https://epubs.siam.org/doi/book/10.1137/1.9781611977608

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Holdings
Item type	Current library	Collection	Call number	Copy number	Status	Date due	Barcode
Books	IIT Gandhinagar	General	519.7 NIE (Browse shelf(Opens below))	1	Available		033629

Includes Bibliography, Glossary of Notation and Index

Moment and polynomial optimization is an active research field. It is used to solve difficult questions in many areas, including global optimization, tensor computation, saddle points, Nash equilibrium, and bilevel programs, and it has many applications.

Moment and Polynomial Optimization synthesizes current research and applications to provide the reader with a systematic introduction to theory and methods, a comprehensive approach for extracting optimizers and solving truncated moment problems, and a creative methodology for using optimality conditions to construct tight Moment-SOS relaxations.

https://epubs.siam.org/doi/book/10.1137/1.9781611977608

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