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portada Moment and Polynomial Optimization
Type
Physical Book
Publisher
Author
Collection
MOS-SIAM Series on Optimization
Year
2023
Language
English
Pages
467
Format
Hardcover
ISBN13
9781611977592

Moment and Polynomial Optimization

Jiawang Nie (Author) · SIAM - Society for Industrial and Applied Mathematics · Hardcover

Moment and Polynomial Optimization - Jiawang Nie

New Book Imported to Netherlands
Delivery: 24 Sep - 28 Sep Shipping: 13 to 14 business days.
€ 118,51
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Synopsis "Moment and Polynomial Optimization"

Synthesizes current research and applications, providing 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.

Moment and polynomial optimization is an active research field 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. The author synthesizes current research and applications, providing 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.

This book is intended for applied mathematicians, engineers, and researchers entering the field. It can be used as a textbook for graduate students in courses on convex optimization, polynomial optimization, and matrix and tensor optimization.

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