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Algebra and algorithms for integro-differential equations

Algebra and algorithms for integro-differential equations

Georg Regensburger (ORCID: 0000-0001-7735-3726)
  • Grant DOI 10.55776/P27229
  • Funding program Principal Investigator Projects
  • Status ended
  • Start January 1, 2015
  • End December 31, 2019
  • Funding amount € 435,645
  • Project website

Disciplines

Mathematics (100%)

Keywords

    Integro-differential equations, Algebraic systems theory, Integro-differential operators and algebras, Boundary problems, Computer algebra, Coherent algebras

Abstract Final report

Integro-differential equations and boundary (value) problems are ubiquitous in science, engineering, and applied mathematics. While algebraic structures and computer algebra for differential equations per se are very well developed, the investigation of their integro-differential counterparts has started only recently. We developed with our co-authors a symbolic computation approach for linear ordinary boundary problems and their Green`s (solution) operators. It is based on integro-differential operators over integro-differential algebras, allowing to compute with boundary problems (differential operator plus boundary conditions) as well as Green`s operators (integral operators) in a single algebraic structure. The goal of the proposed project is to investigate algorithmic and algebraic methods for linear systems of integro-differential equations with boundary conditions, complementing numerical methods. We will study computable integro-differential algebras whose elements can be represented in a computer and algebraic properties of the associated integro-differential operators. In particular, we want to develop symbolic methods for computing rational and computable classes of solutions and the corresponding compatibility conditions for inhomogeneous equations. For an algorithmic approach to linear systems, computing linear relations (syzygies) of integro-differential operators is a crucial task. Bavula proved recently that if one starts with finitely many ordinary integro- differential equations with polynomial coefficients and initial conditions, the related compatibility conditions and relations can in principle be described in finite terms. Based on our approach for computing annihilators and polynomial solutions, we want to develop constructive methods for syzygies and systems of ordinary integro-differential equations with boundary conditions. More generally, we will study coherent operator algebras on univariate polynomials for which syzygies can effectively be computed. A central idea of algebraic systems theory is to associate to a linear system defined by a matrix of operators a module that captures the main properties of the solution space. In the proposed project, we want to investigate (constructive) methods from algebraic systems theory for systems of ordinary integro-differential equations. Boundary value linear systems in mathematical systems and control theory are an important class of such systems, which we will study. We will also develop further our algebraic and algorithmic methods for linear ordinary and partial boundary problems and (generalized) Green`s operators and the corresponding software. Implementing the constructive methods to be developed in computer algebra systems, is also an important aspect of the project.

Algebra and algorithms for integro-differential equations Integro-differential equations and boundary (value) problems are ubiquitous in science, engineering, and applied mathematics. While algebraic structures and computer algebra for differential equations per se are very well developed, the investigation of their integro-differential counterparts has started only recently. The main goals of this project were to investigate algorithmic and algebraic methods for integro-differential algebras and for linear systems of integro-differential equations. Implementing the algorithms developed in computer algebra systems, was also an important aspect of the project. We applied our new methods and software to problems in control theory, matrix theory, quantum physics, and chemical reaction networks. Many processes in science and engineering can be modeled by linear systems of differential, delay, and integral equations. For analyzing such systems, one usually computes with the corresponding matrices and linear operators. Instead of working with actual matrices and operators, symbolic computation works with symbols representing mathematical objects. To implement symbolic computations with operators on a computer, one needs a unique way of representing them. In the project, we developed a new method to find and to prove normal forms of differential, delay, and integral operators with matrix coefficients, for instance. We used such normal forms to automatize and generalize computations for linear differential time-delay systems in control theory. If input and output of operators or matrices have different dimensions, they cannot be added and composed arbitrarily. This restricts valid computations with operators and matrices. In the project, we developed a new algebraic framework for this situation. The idea is to first compute symbolically without restrictions and then justify the result independent of how it was obtained. With our collaborators, we applied this approach and our software to obtain computer-assisted proofs for new results in the theory of generalized inverses. The long-term goal is to provide a comprehensive framework and software support for automated proofs of properties of linear operators in various research areas. In a collaboration with theoretical physicists, we used normal forms of nested integrals in the analysis of certain processes in quantum electrodynamics and quantum chromodynamics. These computations are crucial for precise evaluation of measurement data collected at particle colliders. The software for performing the computation is based on theoretical results on the algebraic structure of certain integro-differential rings. In the framework of the project, we also continued our research on dynamical systems arising from chemical reaction networks and positive solutions of the corresponding polynomial equations. The new methods based on sign vectors and results on positive steady states opened promising research agendas for fundamental questions in real algebraic geometry as well as for bioinformatics and bioengineering.

Research institution(s)
  • Österreichische Akademie der Wissenschaften - 10%
  • Universität Linz - 90%
Project participants
  • Markus Rosenkranz, Universität Linz , national collaboration partner
  • Clemens G. Raab, Österreichische Akademie der Wissenschaften , national collaboration partner
  • Georg Regensburger, Österreichische Akademie der Wissenschaften , associated research partner
International project participants
  • Alban Quadrat, Inria Lille - Nord Europe - France
  • Francois Boulier, Université Lille1 - France
  • Hansjörg Albrecher, University of Lausanne - Switzerland
  • Li Guo, Rutgers University - USA
  • Corina Constantinescu-Loeffen, University of Liverpool

Research Output

  • 468 Citations
  • 60 Publications
  • 1 Fundings
Publications
  • 2019
    Title The effects of $O(\alpha^2)$ initial state QED corrections to $e^+e^- \rightarrow \gamma^*/Z^*$ at very high luminosity colliders
    DOI 10.3204/pubdb-2020-00122
    Type Other
    Author Blümlein J
    Link Publication
  • 2019
    Title The Polarized Two-Loop Massive Pure Singlet Wilson Coefficient for Deep-Inelastic Scattering
    DOI 10.3204/pubdb-2019-02104
    Type Other
    Author Blümlein J
    Link Publication
  • 2019
    Title The polarized two-loop massive pure singlet Wilson coefficient for deep-inelastic scatterin
    DOI 10.3204/pubdb-2019-03928
    Type Other
    Author Blümlein J
    Link Publication
  • 2019
    Title The unpolarized two-loop massive pure singlet Wilson coefficients for deep-inelastic scattering
    DOI 10.3204/pubdb-2019-02484
    Type Other
    Author Blümlein J
    Link Publication
  • 2019
    Title The unpolarized two-loop massive pure singlet Wilson coefficients for deep-inelastic scattering
    DOI 10.3204/pubdb-2019-01787
    Type Other
    Author Blümlein J
    Link Publication
  • 2019
    Title The $O(\alpha^2)$ Initial State QED Corrections to $e^+e^-$ Annihilation to a Neutral Vector Boson Revisited
    DOI 10.3204/pubdb-2019-01537
    Type Other
    Author Blümlein J
    Link Publication
  • 2019
    Title The $O(\alpha^2)$ Initial State QED Corrections to $e^+e^-$ Annihilation to a Neutral Vector Boson Revisited
    DOI 10.3204/pubdb-2019-00778
    Type Other
    Author Blümlein J
    Link Publication
  • 2019
    Title On the Bijectivity of Families of Exponential/Generalized Polynomial Maps
    DOI 10.1137/18m1178153
    Type Journal Article
    Author Mu¨Ller S
    Journal SIAM Journal on Applied Algebra and Geometry
    Pages 412-438
    Link Publication
  • 2019
    Title The polarized two-loop massive pure singlet Wilson coefficient for deep-inelastic scattering
    DOI 10.1016/j.nuclphysb.2019.114736
    Type Journal Article
    Author Blümlein J
    Journal Nuclear Physics B
    Pages 114736
    Link Publication
  • 2019
    Title The Polarized Two-Loop Massive Pure Singlet Wilson Coefficient for Deep-Inelastic Scattering
    DOI 10.48550/arxiv.1904.08911
    Type Preprint
    Author Blümlein J
  • 2019
    Title Revisiting the $O(\alpha^2)$ Initial State QED Corrections to e+ e- Annihilation into a Neutral Boson
    DOI 10.22323/1.375.0046
    Type Conference Proceeding Abstract
    Author Schoenwald K
    Pages 046
    Link Publication
  • 2019
    Title Formal proofs of operator identities by a single formal computation
    DOI 10.48550/arxiv.1910.06165
    Type Preprint
    Author Raab C
  • 2019
    Title Certifying operator identities via noncommutative Grbner bases
    DOI 10.1145/3371991.3371996
    Type Journal Article
    Author Hofstadler C
    Journal ACM Communications in Computer Algebra
    Pages 49-52
  • 2019
    Title Characterizing injectivity of classes of maps via classes of matrices
    DOI 10.1016/j.laa.2019.06.015
    Type Journal Article
    Author Feliu E
    Journal Linear Algebra and its Applications
    Pages 236-261
    Link Publication
  • 2019
    Title The unpolarized two-loop massive pure singlet Wilson coefficients for deep-inelastic scattering
    DOI 10.1016/j.nuclphysb.2019.114659
    Type Journal Article
    Author Blümlein J
    Journal Nuclear Physics B
    Pages 114659
    Link Publication
  • 2019
    Title The $O(\alpha^2)$ Initial State QED Corrections to $e^+e^-$ Annihilation to a Neutral Vector Boson Revisited
    DOI 10.48550/arxiv.1901.08018
    Type Preprint
    Author Blümlein J
  • 2019
    Title The unpolarized two-loop massive pure singlet Wilson coefficients for deep-inelastic scattering
    DOI 10.48550/arxiv.1903.06155
    Type Preprint
    Author Blümlein J
  • 2021
    Title Algebraic proof methods for identities of matrices and operators: Improvements of Hartwig’s triple reverse order law
    DOI 10.1016/j.amc.2021.126357
    Type Journal Article
    Author Cvetkovic-Ilic D
    Journal Applied Mathematics and Computation
    Pages 126357
    Link Publication
  • 2020
    Title Compatible rewriting of noncommutative polynomials for proving operator identities
    DOI 10.1145/3373207.3404047
    Type Conference Proceeding Abstract
    Author Chenavier C
    Pages 83-90
    Link Publication
  • 2020
    Title Algebraic proof methods for identities of matrices and operators: improvements of Hartwig's triple reverse order law
    DOI 10.48550/arxiv.2008.04864
    Type Preprint
    Author Cvetkovic-Ilic D
  • 2020
    Title The O(a 2) initial state QED corrections to e + e - ? ? ? / Z 0 ?
    DOI 10.1016/j.nuclphysb.2020.115055
    Type Journal Article
    Author Blümlein J
    Journal Nuclear Physics B
    Pages 115055
    Link Publication
  • 2023
    Title The fundamental theorem of calculus in differential rings
    DOI 10.48550/arxiv.2301.13134
    Type Other
    Author Raab C
    Link Publication
  • 2020
    Title The $O(\alpha^2)$ Initial State QED Corrections to $e^+e^- \rightarrow \gamma^*/Z_0^*$
    DOI 10.3204/pubdb-2020-01419
    Type Other
    Author Blümlein J
    Link Publication
  • 2020
    Title The effects of O() initial state QED corrections to ee $^{}$/Z$^{}$ at very high luminosity colliders
    DOI 10.5445/ir/1000105520
    Type Other
    Author Blümlein J
    Link Publication
  • 2020
    Title Compatible rewriting of noncommutative polynomials for proving operator identities
    DOI 10.48550/arxiv.2002.03626
    Type Preprint
    Author Chenavier C
  • 2020
    Title The effects of O(a 2) initial state QED corrections to e + e -???? ?/Z ? at very high luminosity colliders
    DOI 10.1016/j.physletb.2019.135196
    Type Journal Article
    Author Blümlein J
    Journal Physics Letters B
    Pages 135196
    Link Publication
  • 2020
    Title Complex-balanced equilibria of generalized mass-action systems: necessary conditions for linear stability
    DOI 10.3934/mbe.2020024
    Type Journal Article
    Author Boros B
    Journal Mathematical Biosciences and Engineering
    Pages 442-459
    Link Publication
  • 2024
    Title The fundamental theorem of calculus in differential rings
    DOI 10.1016/j.aim.2024.109676
    Type Journal Article
    Author Raab C
    Journal Advances in Mathematics
    Pages 109676
  • 2021
    Title Formal proofs of operator identities by a single formal computation
    DOI 10.1016/j.jpaa.2020.106564
    Type Journal Article
    Author Raab C
    Journal Journal of Pure and Applied Algebra
    Pages 106564
    Link Publication
  • 2020
    Title Computing Polynomial Solutions and Annihilators of Integro-Differential Operators with Polynomial Coefficients
    DOI 10.1007/978-3-030-38356-5_3
    Type Book Chapter
    Author Quadrat A
    Publisher Springer Nature
    Pages 87-114
  • 2019
    Title Planar S-systems: Global stability and the center problem
    DOI 10.3934/dcds.2019029
    Type Journal Article
    Author Boros B
    Journal Discrete and Continuous Dynamical Systems
    Pages 707-727
    Link Publication
  • 2019
    Title The O(a 2) initial state QED corrections to e + e - annihilation to a neutral vector boson revisited
    DOI 10.1016/j.physletb.2019.02.038
    Type Journal Article
    Author Blümlein J
    Journal Physics Letters B
    Pages 206-209
    Link Publication
  • 2018
    Title On the bijectivity of families of exponential/generalized polynomial maps
    DOI 10.48550/arxiv.1804.01851
    Type Preprint
    Author Müller S
  • 2018
    Title Symbolic Computation for Integro-Differential-Time-Delay Operators with Matrix Coefficients ? ? This work is supported by PHC AMADEUS project no. 35602WA, OeAD-WTZ project no. FR10/2016, and FWF project no. P27229.
    DOI 10.1016/j.ifacol.2018.07.215
    Type Journal Article
    Author Cluzeau T
    Journal IFAC-PapersOnLine
    Pages 153-158
    Link Publication
  • 2018
    Title Iterative and Iterative-Noniterative Integral Solutions in 3-Loop Massive QCD Calculations
    DOI 10.22323/1.290.0069
    Type Conference Proceeding Abstract
    Author Bluemlein J
    Pages 069
    Link Publication
  • 2018
    Title Flux tope analysis: studying the coordination of reaction directions in metabolic networks
    DOI 10.1093/bioinformatics/bty550
    Type Journal Article
    Author Gerstl M
    Journal Bioinformatics
    Pages 266-273
    Link Publication
  • 2018
    Title Iterated elliptic and hypergeometric integrals for Feynman diagrams
    DOI 10.1063/1.4986417
    Type Journal Article
    Author Ablinger J
    Journal Journal of Mathematical Physics
    Pages 062305
    Link Publication
  • 2018
    Title A mathematical framework for yield (vs. rate) optimization in constraint-based modeling and applications in metabolic engineering
    DOI 10.1016/j.ymben.2018.02.001
    Type Journal Article
    Author Klamt S
    Journal Metabolic Engineering
    Pages 153-169
    Link Publication
  • 2018
    Title Algorithmic operator algebras via normal forms in tensor rings
    DOI 10.1016/j.jsc.2017.07.011
    Type Journal Article
    Author Poor J
    Journal Journal of Symbolic Computation
    Pages 247-274
    Link Publication
  • 2017
    Title From elementary flux modes to elementary flux vectors: Metabolic pathway analysis with arbitrary linear flux constraints
    DOI 10.1371/journal.pcbi.1005409
    Type Journal Article
    Author Klamt S
    Journal PLOS Computational Biology
    Link Publication
  • 2016
    Title Symbolic Computation with Integro-Differential Operators
    DOI 10.1145/2930889.2930942
    Type Conference Proceeding Abstract
    Author Regensburger G
    Pages 17-18
  • 2016
    Title Special issue on computational aspects of differential/difference algebra and integral operators
    DOI 10.1016/j.aam.2015.09.017
    Type Journal Article
    Author Barkatou M
    Journal Advances in Applied Mathematics
    Pages 1-3
    Link Publication
  • 2016
    Title 3-Loop Corrections to the Heavy Flavor Wilson Coefficients in Deep-Inelastic Scattering
    DOI 10.48550/arxiv.1602.00583
    Type Preprint
    Author Ablinger J
  • 2016
    Title Elementary Vectors and Conformal Sums in Polyhedral Geometry and their Relevance for Metabolic Pathway Analysis
    DOI 10.3389/fgene.2016.00090
    Type Journal Article
    Author Müller S
    Journal Frontiers in Genetics
    Pages 90
    Link Publication
  • 2017
    Title Iterative and Iterative-Noniterative Integral Solutions in 3-Loop Massive QCD Calculations
    DOI 10.3204/pubdb-2017-13336
    Type Other
    Author Ablinger J
    Link Publication
  • 2017
    Title The center problem for the Lotka reactions with generalized mass-action kinetics
    DOI 10.48550/arxiv.1702.00707
    Type Preprint
    Author Boros B
  • 2017
    Title Planar S-systems: Global stability and the center problem
    DOI 10.48550/arxiv.1707.02104
    Type Preprint
    Author Boros B
  • 2017
    Title Iterative and Iterative-Noniterative Integral Solutions in 3-Loop Massive QCD Calculations
    DOI 10.48550/arxiv.1711.09742
    Type Preprint
    Author Ablinger J
  • 2016
    Title Normal Forms for Operators via Gröbner Bases in Tensor Algebras
    DOI 10.1007/978-3-319-42432-3_65
    Type Book Chapter
    Author Hossein Poor J
    Publisher Springer Nature
    Pages 505-513
  • 2016
    Title Algorithmic Operator Algebras via Normal Forms for Tensors
    DOI 10.1145/2930889.2930900
    Type Conference Proceeding Abstract
    Author Poor J
    Pages 397-404
  • 2016
    Title 3-Loop Corrections to the Heavy Flavor Wilson Coefficients in Deep-Inelastic Scattering
    DOI 10.22323/1.234.0504
    Type Conference Proceeding Abstract
    Author Bluemlein J
    Pages 504
    Link Publication
  • 2016
    Title Additive normal forms and integration of differential fractions
    DOI 10.1016/j.jsc.2016.01.002
    Type Journal Article
    Author Boulier F
    Journal Journal of Symbolic Computation
    Pages 16-38
    Link Publication
  • 2016
    Title Symbolic Computation of Parameter Integrals
    DOI 10.1145/2930889.2930940
    Type Conference Proceeding Abstract
    Author Raab C
    Pages 13-15
  • 2016
    Title Planar linkages following a prescribed motion
    DOI 10.1090/mcom/3120
    Type Journal Article
    Author Gallet M
    Journal Mathematics of Computation
    Pages 473-506
    Link Publication
  • 2017
    Title The Center Problem for the Lotka Reactions with Generalized Mass-Action Kinetics
    DOI 10.1007/s12346-017-0243-2
    Type Journal Article
    Author Boros B
    Journal Qualitative Theory of Dynamical Systems
    Pages 403-410
    Link Publication
  • 2015
    Title Symbolic Derivation of Mean-Field PDEs from Lattice-Based Models
    DOI 10.1109/synasc.2015.14
    Type Conference Proceeding Abstract
    Author Koutschan C
    Pages 27-33
    Link Publication
  • 2015
    Title Planar Linkages Following a Prescribed Motion
    DOI 10.48550/arxiv.1502.05623
    Type Preprint
    Author Gallet M
  • 2015
    Title Elementary vectors and conformal sums in polyhedral geometry and their relevance for metabolic pathway analysis
    DOI 10.48550/arxiv.1512.00267
    Type Preprint
    Author Müller S
  • 2015
    Title Symbolic Derivation of Mean-Field PDEs from Lattice-Based Models
    DOI 10.48550/arxiv.1506.08527
    Type Preprint
    Author Koutschan C
  • 0
    DOI 10.1145/3373207
    Type Other
Fundings
  • 2019
    Title Symbolic computations for identities of linear operators
    Type Other
    Start of Funding 2019

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matters.

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