Polynomial Optimization, Efficiency through Moments and Algebra

Informazioni relative al progetto

POEMA

ID dell’accordo di sovvenzione: 813211

DOI

10.3030/813211

Progetto chiuso

Data della firma CE 30 Agosto 2018

Data di avvio 1 Gennaio 2019

Data di completamento 30 Giugno 2023

Finanziato da

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Costo totale

€ 4 015 251,30

Contributo UE

€ 4 015 251,30

Coordinato da

INSTITUT NATIONAL DE RECHERCHE EN INFORMATIQUE ET AUTOMATIQUE
France

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Risultati finali

Documents, reports (5)

Research progress on applications of polynomial optimization

Report on Research progress on applications of polynomial optimization

Research progress on algebraic techniques for polynomial optimization

Report on the Research progress on algebraic techniques for polynomial optimization

Research progress on exploiting structures in polynomial optimization

Report on Research progress on exploiting structures in polynomial optimization

Research progress on mixed-integer nonlinear programming

Report on Research progress on mixed-integer nonlinear programming

First report on training

Report on the events and the training programme for the first period

Websites, patent fillings, videos etc. (3)

Report on network activities and the content and use of the web site for on-line courses, publications, test suite and software presentations

Progress report on network activities including content and use of the web site

Web site for on-line courses, publications, test suite and software presentations

Portal for online courses, presentations. seminars, test suite and software presentations

Network web site

Web server for the internal and external communication

Pubblicazioni

Other (23)

Construction of multivariate polynomial approximation kernels via semidefinite programming

Autori: Felix Kirschner, Etienne de Klerk
Pubblicato in: 2022
Editore: Arxiv
DOI: 10.48550/arxiv.2203.05892

Exact Moment Representation in Polynomial Optimization

Autori: Baldi, Lorenzo; Mourrain, Bernard
Pubblicato in: SSRN, 2020
Editore: SSRN
DOI: 10.2139/ssrn.4453226

On the degree of varieties of sum of squares

Autori: Ferguson, Andrew; Ottaviani, Giorgio; Safey El Din, Mohab; Turatti, Ettore
Pubblicato in: Numero 55, 2022
Editore: Hal Archive
DOI: 10.48550/arxiv.2206.07473

Minimum cross-entropy distributions on Wasserstein balls and their applications

Autori: Vargas, Luis Felipe; Velasco, Mauricio
Pubblicato in: 2021
Editore: Arxiv
DOI: 10.48550/arxiv.2106.03226

Converging approximations of attractors via almost Lyapunov functions and semidefinite programming

Autori: Corbinian Schlosser
Pubblicato in: 2022
Editore: Arxiv
DOI: 10.48550/arxiv.2203.02806

Degree bounds for Putinar's Positivstellensatz on the hypercube

Autori: Baldi, Lorenzo; Slot, Lucas
Pubblicato in: 2023
Editore: Arxiv
DOI: 10.48550/arxiv.2302.12558

Loraine - An interior-point solver for low-rank semidefinite programming

Autori: Habibi, Soodeh; Kočvara, Michal; Stingl, Michael
Pubblicato in: 2023
Editore: Hal Archive

Solving Lasserre relaxations of unconstrained binary quadratic optimization problems by an interior-point method

Autori: Habibi, Soodeh; Kočvara, Michal; Stingl, Michael
Pubblicato in: 2023
Editore: Hal Archive

Barrier and penalty methods for low-rank semidefinite programming with application to truss topology design

Autori: Habibi, Soodeh; Kavand, Arefeh; Kocvara, Michal; Stingl, Michael
Pubblicato in: 2021
Editore: Arxiv
DOI: 10.48550/arxiv.2105.08529

Orbit spaces of Weyl groups acting on compact tori: a unified and explicit polynomial description

Autori: Evelyne Hubert, Tobias Metzlaff, Cordian Riener
Pubblicato in: 2022
Editore: Hal Archive
DOI: 10.48550/arxiv.2203.13152

The Wonderful Geometry of the Vandermonde map

Autori: Jose Acevedo, Grigoriy Blekherman, Sebastian Debus, Cordian Riener
Pubblicato in: 2023
Editore: Arxiv
DOI: 10.48550/arxiv.2303.09512

Semidefinite approximations for bicliques and biindependent pairs

Autori: Monique Laurent, Sven Polak, Luis Felipe Vargas
Pubblicato in: 2023
Editore: Arxiv
DOI: 10.48550/arxiv.2302.08886

Optimization of trigonometric polynomials with crystallographic symmetry and spectral bounds for set avoiding graphs

Autori: Hubert, Evelyne; Metzlaff, Tobias; Moustrou, Philippe; Riener, Cordian
Pubblicato in: Numero 33, 2023
Editore: Arxiv
DOI: 10.48550/arxiv.2303.09487

Convex scalarizations of the mean-variance-skewness-kurtosis problem in portfolio selection

Autori: Steenkamp, Andries
Pubblicato in: Journal of Portfolio Management, 2023, Numero 82, 2023
Editore: Arxiv
DOI: 10.48550/arxiv.2302.10573

Exploiting Term Sparsity in Moment-SOS hierarchy for Dynamical Systems

Autori: Magron, Victor; Wang, Jie; Schlosser, Corbinian; Korda, Milan
Pubblicato in: Numero 3, 2023
Editore: IEEE Transactions on Automatic Control
DOI: 10.48550/arxiv.2111.08347

Computing real radicals by moment optimization

Autori: Lorenzo Baldi (ESR9, Inria), Bernard Mourrain
Pubblicato in: 2020
Editore: N/A

Koopman and Perron–Frobenius operators on reproducing kernel Banach spaces

Autori: Masahiro Ikeda, Isao Ishikawa,Corbinian Schlosser
Pubblicato in: 2022
Editore: AIP Publishing
DOI: 10.1063/5.0094889

Converging outer approximations to global attractors using semidefinite programming

Autori: Schlosser, Corbinian; Korda, Milan
Pubblicato in: No journal title, 2020
Editore: Arxiv
DOI: 10.48550/arxiv.2005.03346

The poset of Specht ideals for hyperoctahedral groups

Autori: Sebastian Debus, Philippe Moustrou, Cordian Riener, Hugues Verdure
Pubblicato in: 2022
Editore: Arxiv
DOI: 10.48550/arxiv.2206.08925

Binary forms of suprageneric rank and the multiple root loci

Autori: Nevado, Alejandro González; Turatti, Ettore Teixeira
Pubblicato in: 2020
Editore: Arvix
DOI: 10.48550/arxiv.2007.03335

On Łojasiewicz Inequalities and the Effective Putinar's Positivstellensatz

Autori: Baldi, Lorenzo; Mourrain, Bernard; Parusinski, Adam
Pubblicato in: 2022
Editore: Arxiv
DOI: 10.48550/arxiv.2212.09551

A predictor-corrector algorithm for semidefinite programming that uses the factor width cone

Autori: Felix Kirschner, Etienne de Klerk
Pubblicato in: 2023
Editore: Arxiv
DOI: 10.48550/arxiv.2301.06368

Computing the set of asymptotic critical values of polynomial mappings from smooth algebraic sets

Autori: Berthomieu, Jérémy; Ferguson, Andrew; Safey El Din, Mohab
Pubblicato in: 2022
Editore: Hal Sorbonne
DOI: 10.48550/arxiv.2104.00913

Monographic books (1)

Polynomial Optimization, Moments, and Applications

Autori: Kočvara, Michal; Mourrain, Bernard; Riener, Cordian
Pubblicato in: Polynomial Optimization, Moments, and Applications, 2023, ISBN 978-3-031-38659-6
Editore: Springers

Peer reviewed articles (9)

Exploiting ideal-sparsity in the generalized moment problem with application to matrix factorization ranks

Autori: Korda, Milan; Laurent, Monique; Magron, Victor; Steenkamp, Andries
Pubblicato in: Mathematical Programming, Numero 10, 2023, ISSN 1436-4646
Editore: Springer
DOI: 10.48550/arxiv.2209.09573

On the exactness of sum-of-squares approximations for the cone of 5 × 5 copositive matrices

Autori: Monique Laurent, Luis Felipe Vargas
Pubblicato in: Linear Algebra and its Applications, Numero Volume 651, 2022, ISSN 0024-3795
Editore: Elsevier BV
DOI: 10.1016/j.laa.2022.06.015

The span of singular tuples of a tensor beyond the boundary format

Autori: Luca Sodomaco, Ettore Teixeira Turatti
Pubblicato in: Journal of Symbolic Computation, 2023, ISSN 0747-7171
Editore: Academic Press
DOI: 10.1016/j.jsc.2023.102230

Exactness of Parrilo's conic approximations for copositive matrices and associated low order bounds for the stability number of a graph

Autori: Monique Laurent; Luis Felipe Vargas
Pubblicato in: Mathematics of Operations Research, Numero 83, 2022, ISSN 0364-765X
Editore: Institute for Operations Research and the Management Sciences
DOI: 10.48550/arxiv.2109.12876

Reflection groups and cones of sums of squares

Autori: Sebastian Debus; Cordian Riener
Pubblicato in: Journal of Symbolic Computation, Numero Vol. 119, 2023, ISSN 0747-7171
Editore: Academic Press
DOI: 10.1016/j.jsc.2023.03.001

On the Effective Putinar’s Positivstellensatz and Moment Approximation

Autori: Lorenzo Baldi; Bernard Mourrain
Pubblicato in: Mathematical Programming, 2023, ISSN 1436-4646
Editore: Springers
DOI: 10.1007/s10107-022-01877-6

Optimizing hypergraph-based polynomials modeling job-occupancy in queueing with redundancy scheduling

Autori: Brosch, Daniel; Laurent, Monique; Steenkamp, Andries
Pubblicato in: SIAM Journal on Optimization, Numero Vol. 31, Iss. 3 (2021), 2021, ISSN 1095-7189
Editore: SIAM
DOI: 10.1137/20m1369592

Bounding the separable rank via polynomial optimization

Autori: Sander Gribling; Monique Laurent; Andries Steenkamp
Pubblicato in: Linear Algebra and its Applications, Numero 39, 2022, ISSN 0024-3795
Editore: Elsevier BV
DOI: 10.1016/j.laa.2022.04.010

Finite convergence of sum-of-squares hierarchies for the stability number of a graph

Autori: Monique Laurent; Luis Felipe Vargas
Pubblicato in: SIAM Journal on Optimization, Numero Volume 32, Numero 2, June 2022, 2022, ISSN 1095-7189
Editore: SIAM
DOI: 10.48550/arxiv.2103.01574

Conference proceedings (4)

Sparse moment-sum-of-squares relaxations for nonlinear dynamical systems with guaranteed convergence

Autori: Schlosser, Corbinian; Korda, Milan
Pubblicato in: Congrès SMAI 20, Numero 9, 2020
Editore: Arxiv
DOI: 10.48550/arxiv.2012.05572

Exact SOHS Decompositions of Trigonometric Univariate Polynomials with Gaussian Coefficients

Autori: Magron, Victor; Safey El Din, Mohab; Schweighofer, Markus; Vu, Trung Hieu
Pubblicato in: International Symposium on Symbolic and Algebraic Computation (ISSAC), Jul 2022, Lille, France, Numero 86, 2022, ISBN 9781450386883
Editore: ACM
DOI: 10.48550/arxiv.2202.06544

Computation of free non-commutative gröbner bases over Z with Singular:Letterplace

Autori: Viktor Levandovskyy, Tobias Metzlaff, Karim Abou Zeid
Pubblicato in: Proceedings of the 45th International Symposium on Symbolic and Algebraic Computation, 2020, Pagina/e 312-319, ISBN 9781450371001
Editore: ACM
DOI: 10.1145/3373207.3404052

Finer Complexity Estimates for the Change of Ordering of Gröbner Bases for Generic Symmetric Determinantal Ideals

Autori: Ferguson, Andrew; Le, Huu Phuoc
Pubblicato in: ISSAC '22: Proceedings of the 2022 International Symposium on Symbolic and Algebraic Computation, Numero 9, 2022
Editore: ACM
DOI: 10.1145/3476446.3536182

Non-peer reviewed articles (11)

Polynomial description for the T-Orbit Spaces of Multiplicative Actions

Autori: Hubert, Evelyne; Metzlaff, Tobias; Riener, Cordian
Pubblicato in: ACM Communications in Computer Algebra, Numero 12, 2022, ISSN 1932-2240
Editore: ACM
DOI: 10.1145/3572867.3572879

On tensors that are determined by their singular tuples

Autori: Ettore Teixeira Turatti
Pubblicato in: SIAM Journal on Applied Algebra and Geometry, Numero 68, 2022, ISSN 2470-6566
Editore: SIAM
DOI: 10.1137/21m1412980

On the solution existence and stability of polynomial optimization problems

Autori: Vu, Trung-Hieu
Pubblicato in: Optimization Letters, 2022, ISSN 1862-4480
Editore: Springers
DOI: 10.48550/arxiv.1808.06100

Sum of Squares Decompositions of Polynomials over their Gradient Ideals with Rational Coefficients

Autori: Victor Magron; Mohab Safey El Din; Trung-Hieu Vu
Pubblicato in: SIAM Journal on Optimization, 2023, ISSN 1095-7189
Editore: SIAM
DOI: 10.1137/21m1436245

Revisiting semidefinite programming approaches to options pricing: Complexity and computational perspectives

Autori: Didier Henrion; Felix Kirschner; Etienne De Klerk; Milan Korda; Jean-Bernard Lasserre; Victor Magron
Pubblicato in: INFORMS Journal on Computing, Numero Volume 35, Numero 2, 2023, ISSN 1526-5528
Editore: INFORMS Pub Online
DOI: 10.48550/arxiv.2111.07701

On the Nonemptiness and Boundedness of Solution Sets of Weakly Homogeneous Optimization Problems

Autori: Trung-Hieu Vu
Pubblicato in: Set-Valued and Variational Analysis volume, 2022, ISSN 1877-0541
Editore: Springers
DOI: 10.1007/s11228-022-00637-0

Sparsity Structures for Koopman and Perron--Frobenius Operators

Autori: Corbinian Schlosser; Milan Korda
Pubblicato in: SIAM Journal on Applied Dynamical Systems, Numero Volume 21Numero 3pp. 1663-2296, 2021, ISSN 1536-0040
Editore: Society of Industrial and Applied Mathematics
DOI: 10.1137/21m1466608

CONVERGENCE RATES OF RLT AND LASSERRE-TYPE HIERARCHIES FOR THE GENERALIZED MOMENT PROBLEM OVER THE SIMPLEX AND THE SPHERE

Autori: Etienne De Klerk; Felix Kirschner
Pubblicato in: Optimization Letters, 2022, ISSN 1862-4480
Editore: Springers
DOI: 10.1007/s11590-022-01851-3

Towards fast one-block quantifier elimination through generalised critical values

Autori: Jérémy Berthomieu, Andrew Ferguson, Mohab Safey El Din
Pubblicato in: ACM Communications in Computer Algebra, Numero 54/3, 2020, Pagina/e 109-113, ISSN 1932-2240
Editore: ACM Communications in Computer Algebra
DOI: 10.1145/3457341.3457348

Computing Free Non-commutative Groebner Bases over Z with Singular:Letterplace

Autori: Levandovskyy, Viktor; Metzlaff, Tobias; Zeid, Karim,
Pubblicato in: Journal of Symbolic Computation, Numero Volume 115, March–April 2023, 2020, Pagina/e Pages 201-222, ISSN 0747-7171
Editore: Academic Press
DOI: 10.1016/j.jsc.2022.08.007

"Gr\""obner bases and critical values: The asymptotic combinatorics of determinantal systems"

Autori: Jérémy Berthomieu; Alin Bostan; Andrew Ferguson; Mohab Safey El Din
Pubblicato in: Journal of Algebra Volume 602, Numero 154-180, 2022, ISSN 0021-8693
Editore: Academic Press
DOI: 10.1016/j.jalgebra.2022.03.002

Thesis and dissertations (7)

Conic Optimization with Applications in Finance and Approximation Theory

Autori: Felix Kirschner
Pubblicato in: 2023, ISBN 9789056687090
Editore: Tilburg University
DOI: 10.26116/x0f5-4k25

Crystallographic groups and Chebyshev polynomials in global optimization

Autori: Tobias Metzlaff
Pubblicato in: 2022
Editore: Inria

Effective representations in real algebraic geometry and polynomial optimization

Autori: Lorenzo Baldi
Pubblicato in: 2022
Editore: Inria Université Cote d'Azur

Exact Algorithms for Polynomial Optimisation

Autori: Andrew Ferguson
Pubblicato in: 2022
Editore: Sorbonne University

Certified Polynomial Optimization Based on Exact Sum of Squares Decompositions

Autori: Vu Trung Hieu
Pubblicato in: 2022
Editore: Hal

Combinatorics of Reflection Groups and Real Algebraic Geometry

Autori: Debus, Sebastian
Pubblicato in: Numero 2, 2022
Editore: The Arctic University of Norway

Singular vector tuples and their geometry

Autori: Ettore Teixeira Turatti
Pubblicato in: 2022
Editore: University of Florence

Book chapters (3)

Copositive matrices, sums of squares and the stability number of a graph

Autori: Vargas, Luis,; Laurent, Monique
Pubblicato in: POEMA Book - Polynomial Optimization, Moments, and Applications, Numero 69, 2023
Editore: Springer
DOI: 10.48550/arxiv.2302.04690

Polynomial optimization in geometric modeling

Autori: Soodeh Habibi, Michal Kočvara, Bernard Mourrain
Pubblicato in: POEMA Book - Polynomial Optimization, Moments, and Applications, 2023
Editore: Springer

Matrix factorization ranks via polynomial optimization

Autori: Steenkamp, Andries
Pubblicato in: "Michal Kočvara; Bernard Mourrain; Cordian Riener. Polynomial Optimization, Moments, and Applications, Springer, pp.135-162, 2023, ⟨10.48550/arXiv.2302.09994⟩", Numero 21, 2023, ISBN 978-3-031-38659-6
Editore: Arxiv
DOI: 10.48550/arxiv.2302.09994