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Optimization of Polynomials in Non-Commuting Variables

Optimization of Polynomials in Non-Commuting Variables
Catalogue Information
Field name Details
Dewey Class 516.35
Title Optimization of Polynomials in Non-Commuting Variables ([EBook]) / by Sabine Burgdorf, Igor Klep, Janez Povh.
Author Burgdorf, Sabine
Added Personal Name Klep, Igor author.
Povh, Janez author.
Other name(s) SpringerLink (Online service)
Publication Cham : : Springer International Publishing : : Imprint: Springer, , 2016.
Physical Details XV, 104 p. 2 illus. in color. : online resource.
Series SpringerBriefs in Mathematics 2191-8198
ISBN 9783319333380
Summary Note This book presents recent results on positivity and optimization of polynomials in non-commuting variables. Researchers in non-commutative algebraic geometry, control theory, system engineering, optimization, quantum physics and information science will find the unified notation and mixture of algebraic geometry and mathematical programming useful. Theoretical results are matched with algorithmic considerations; several examples and information on how to use NCSOStools open source package to obtain the results provided. Results are presented on detecting the eigenvalue and trace positivity of polynomials in non-commuting variables using Newton chip method and Newton cyclic chip method, relaxations for constrained and unconstrained optimization problems, semidefinite programming formulations of the relaxations and finite convergence of the hierarchies of these relaxations, and the practical efficiency of algorithms.:
System details note Online access to this digital book is restricted to subscription institutions through IP address (only for SISSA internal users)
Internet Site http://dx.doi.org/10.1007/978-3-319-33338-0
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