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Optimization of Polynomials in Non-Commuting Variables
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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
Links to Related Works
Subject References:
Algebraic Geometry
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Computer software
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Management science
.
Mathematical Software
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Mathematics
.
Operations research
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Operations Research, Management Science
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Quantum computers
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Quantum computing
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System theory
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Systems Theory, Control
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Authors:
Burgdorf, Sabine
.
Klep, Igor
.
Povh, Janez
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Corporate Authors:
SpringerLink (Online service)
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Series:
SpringerBriefs in Mathematics
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Classification:
516.35
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