Algebra and algorithms for integro-differential equations
Algebra and algorithms for integro-differential equations
Disciplines
Mathematics (100%)
Keywords
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Integro-differential equations,
Algebraic systems theory,
Integro-differential operators and algebras,
Boundary problems,
Computer algebra,
Coherent algebras
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.
- 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
Research Output
- 468 Citations
- 60 Publications
- 1 Fundings
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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
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2019
Title Symbolic computations for identities of linear operators Type Other Start of Funding 2019