Articles liés à Approximation Methods for Polynomial Optimization:...

Approximation Methods for Polynomial Optimization: Models, Algorithms, and Applications - Couverture souple

Livre 3 sur 43: SpringerBriefs in Optimization

Li, Zhening; He, Simai; Zhang, Shuzhong

 
9781461439837: Approximation Methods for Polynomial Optimization: Models, Algorithms, and Applications

Synopsis

Polynomial optimization have been a hot research topic for the past few years and its applications range from Operations Research, biomedical engineering, investment science, to quantum mechanics, linear algebra, and signal processing, among many others. In this brief the authors discuss some important subclasses of polynomial optimization models arising from various applications, with a focus on approximations algorithms with guaranteed worst case performance analysis. The brief presents a clear view of the basic ideas underlying the design of such algorithms and the benefits are highlighted by illustrative examples showing the possible applications.

This timely treatise will appeal to researchers and graduate students in the fields of optimization, computational mathematics, Operations Research, industrial engineering, and computer science.

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Présentation de l'éditeur

Polynomial optimization have been a hot research topic for the past few years and its applications range from Operations Research, biomedical engineering, investment science, to quantum mechanics, linear algebra, and signal processing, among many others. In this brief the authors discuss some important subclasses of polynomial optimization models arising from various applications, with a focus on approximations algorithms with guaranteed worst case performance analysis. The brief presents a clear view of the basic ideas underlying the design of such algorithms and the benefits are highlighted by illustrative examples showing the possible applications. This timely treatise will appeal to researchers and graduate students in the fields of optimization, computational mathematics, Operations Research, industrial engineering, and computer science.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.