dc.contributor.advisor | Riener, Cordian | |
dc.contributor.author | Debus, Sebastian | |
dc.date.accessioned | 2022-11-01T13:01:53Z | |
dc.date.available | 2022-11-01T13:01:53Z | |
dc.date.issued | 2022-11-18 | |
dc.description.abstract | Real algebraic geometry studies sets defined by a finite system of real polynomial equalities and inequalities. A central topic in this area is the study of the cone of nonnegative polynomials. Verifying that a given polynomial is nonnegative is an NP-hard problem. However, it turns out to be algorithmically much more feasible to verify if a given polynomial admits a representation into a sum of squares of polynomials, and such a decomposition provides a certificate for nonnegativity. Therefore, understanding the sets of sums of squares and nonnegative polynomials provides applications to various fields such as polynomial optimization and graph theory. In this thesis, tropicalization and the combinatorics of reflection groups are exploited to examine the cones of invariant sums of squares forms and nonnegative forms, and to study invariant systems of equations.
In these contexts the thesis provides new insights in the description of sums of squares invariant under infinite series of essential reflection groups, the asymptotic behavior of the cones of symmetric and even symmetric sums of squares and nonnegative forms, and the ideals corresponding to the irreducible representations of the hyperoctahedral group. | en_US |
dc.description.doctoraltype | ph.d. | en_US |
dc.description.popularabstract | Real algebraic geometry studies sets defined by a finite system of real polynomial equalities and inequalities. The algorithmic study of such semialgebraic sets provides also solutions to algorithmic problems arising in optimization, robotics, computer vision, automated theorem proving, and many more. A central topic in this area is the study of the cone of nonnegative polynomials. Verifying that a given polynomial is nonnegative is an NP-hard problem even for quartics. However, it turns out to be algorithmically much more feasible to verify if a given polynomial admits a representation into a sum of squares of polynomials, and such a decomposition provides a certificate for nonnegativity. Therefore, understanding the sets of sums of squares and nonnegative polynomials provides applications to various fields such as polynomial optimization and graph theory. The few cases of equalities between the sets of sums of squares and nonnegative polynomials in different numbers of variables and degrees have been classified already by Hilbert. Those do not necessarily transfer to equivariant situations, i.e., if the polynomials are invariant by the action of a group.
In this thesis, tropicalization and the combinatorics of reflection groups are exploited to examine the cones of invariant nonnegative forms and sums of squares forms, and to study invariant systems of equations. | en_US |
dc.description.sponsorship | This work was supported by the European Union’s Horizon 2020 research and innovation program under the Marie Sklodowska-Curie grant agreement 813211 (POEMA). | en_US |
dc.identifier.isbn | 978-82-8236-498-0 - printed | |
dc.identifier.uri | https://hdl.handle.net/10037/27224 | |
dc.language.iso | eng | en_US |
dc.publisher | UiT Norges arktiske universitet | en_US |
dc.publisher | UiT The Arctic University of Norway | en_US |
dc.relation.haspart | <p>Paper I: Debus, S. & Riener, C. Reflection groups and cones of sums of squares. (Submitted manuscript). Also available in arXiv at <a href=https://doi.org/10.48550/arXiv.2011.09997>https://doi.org/10.48550/arXiv.2011.09997</a>.
<p>Paper II: Acevedo, J., Blekherman, G., Debus, S. & Riener, C. At the limit of symmetric nonnegative forms. (Manuscript).
<p>Paper III: Debus, S., Moustrou, P., Riener, C. & Verdure, H. The poset of Specht ideals for hyperoctahedral groups. (Submitted manuscript). Also available in arXiv at <a href=https://doi.org/10.48550/arXiv.2206.08925>https://doi.org/10.48550/arXiv.2206.08925</a>. | en_US |
dc.relation.projectID | info:eu-repo/grantAgreement/EC/H2020/813211/EU/Polynomial Optimization, Efficiency through Moments and Algebra/POEMA/ | en_US |
dc.rights.accessRights | openAccess | en_US |
dc.rights.holder | Copyright 2022 The Author(s) | |
dc.rights.uri | https://creativecommons.org/licenses/by-nc-sa/4.0 | en_US |
dc.rights | Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0) | en_US |
dc.subject | VDP::Mathematics and natural science: 400::Mathematics: 410 | en_US |
dc.subject | VDP::Matematikk og Naturvitenskap: 400::Matematikk: 410 | en_US |
dc.title | Combinatorics of Reflection Groups and Real Algebraic Geometry | en_US |
dc.type | Doctoral thesis | en_US |
dc.type | Doktorgradsavhandling | en_US |