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Cambridge University Press Cambridge Polynomial and Semi-Algebraic Optimization Book

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Description

Explore the powerful moment approach for solving global optimization problems with this comprehensive text from Cambridge University Press. Part of the Cambridge Texts in Applied Mathematics series, this book provides a systematic numerical scheme for computing optimal values and global minimizers using results from real algebraic geometry. Readers will learn how to apply positivity certificates to define an appropriate hierarchy of semidefinite (SOS) relaxations or LP relaxations. This resource is designed for those studying polynomials and semi-algebraic functions, offering a deep look into modern mathematical methods for global optimization.

Key Features

Provides a comprehensive introduction to the moment approach for solving global optimization problems.

Covers mathematical methods for problems described by polynomials and semi-algebraic functions.

Uses results from real algebraic geometry to develop a systematic numerical scheme for computing optimal values.

Explains how to define a hierarchy of semidefinite (SOS) relaxations or LP relaxations using positivity certificates.

Published by Cambridge University Press as part of the Cambridge Texts in Applied Mathematics series.

Product Specifications

Format
hardcover
Domain
Amazon UK
Release Date
19 February 2015
Listed Since
01 August 2014

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