Members

Bruno Buchberger: Founding Chairman 1987-1998

Tereso del Rio Almajano

Tudor Jebelean

Teimuraz Kutsia

Nikolaj Popov

Wolfgang Schreiner

Wolfgang Windsteiger

Ongoing Projects
Explainable Hybrid Artificial Intelligence for Transfer Pricing [TaxoLogic]
Integration of Symbolic and Subsymbolic AI for Industry [InProSSA]
Software
PρLog (pronounced Pē-rō-log) is an experimental tool that extends logic programming with strategic conditional transformation rules, combining Prolog with ρLog calculus. It deals with term sequences (also called hedges), transforming them by conditional rules. Transformations are nondeterministic and may yield ...
The present prototype version of the Theorema software system is implemented in Mathematica . The system consists of a general higher-order predicate logic prover and a collection of special provers that call each other depending on the particular proof situations. ...
Publications
2026
Quantitative Generalization for Variadic Nominal Terms
Alexander Baumgartner, Temur Kutsia
In: Proceedings of the 40th International Workshop on Unification (UNIF 2026), Silvio Ghilardi and Cleo Pau (ed.), RISC Report Series 26-10, pp. 24-31. 2026. RISC, Johannes Kepler University Linz, ISSN: 2791-4267. [doi]author = {Alexander Baumgartner and Temur Kutsia},
title = {{Quantitative Generalization for Variadic Nominal Terms}},
booktitle = {{Proceedings of the 40th International Workshop on Unification (UNIF 2026)}},
language = {english},
series = {RISC Report Series},
volume = {26-10},
pages = {24--31},
publisher = {RISC, Johannes Kepler University Linz},
isbn_issn = {ISSN: 2791-4267},
year = {2026},
editor = {Silvio Ghilardi and Cleo Pau},
refereed = {yes},
length = {8},
url = {https://doi.org/10.35011/risc.26-10}
}
Nakano’s Light Puzzle: A Correctness Proof for a Greedy Algorithm
Bruno Buchberger
Technical report no. 26-05 in RISC Report Series, Research Institute for Symbolic Computation (RISC), Johannes Kepler University Linz, Austria. ISSN 2791-4267 (online). RISC Report, May 2026. Licensed under CC BY 4.0 International. [doi] [pdf]author = {Bruno Buchberger},
title = {{Nakano’s Light Puzzle: A Correctness Proof for a Greedy Algorithm}},
language = {english},
abstract = {We consider Nakano’s Problem: Give a (simple and algorithmic) necessary and sufficient conditionfor a configuration of lights (on/off) in a cube to be transformable to the all-off configuration bycertain touches on the faces of the cube. In this paper, we provide a detailed correctness proof for a“greedy” algorithm for Nakano’s problem. With the same proof technique, we also get anotheralgorithmic criterion for Nakano’s problem, which is based on the notion of “parity of box sums”.We discuss the relevance of such proofs for the recent research on automating mathematicalinvention by a combination of Automated Reasoning techniques and Automated Search of Rele-vant Mathematical Literature through Machine Learning.},
number = {26-05},
year = {2026},
month = {May},
howpublished = {RISC Report},
keywords = {Nakano's problem, light puzzle problem, greedy algorithm, correctness proof, automated mathematical invention, canonical simplification, parity lemma, THEOREMA},
length = {58},
license = {CC BY 4.0 International},
type = {RISC Report Series},
institution = {Research Institute for Symbolic Computation (RISC), Johannes Kepler University Linz},
address = {Altenberger Straße 69, 4040 Linz, Austria},
issn = {2791-4267 (online)}
}
On Completeness of Absorptive Anti-Unification
Marcos Mercandeli-Rodrigues, Andrés Felipe González Barragan, David M. Cerna, Temur Kutsia and Mauricio Ayala-Rincón
In: Proceedings of the 40th International Workshop on Unification (UNIF 2026), Silvio Ghilardi and Cleo Pau (ed.), RISC Report Series 26-10, pp. 55-62. 2026. RISC, Johannes Kepler University Linz, ISSN: 2791-4267. [doi]author = {Marcos Mercandeli-Rodrigues and Andrés Felipe González Barragan and David M. Cerna and Temur Kutsia and Mauricio Ayala-Rincón},
title = {{On Completeness of Absorptive Anti-Unification}},
booktitle = {{Proceedings of the 40th International Workshop on Unification (UNIF 2026)}},
language = {english},
series = {RISC Report Series},
volume = {26-10},
pages = {55--62},
publisher = {RISC, Johannes Kepler University Linz},
isbn_issn = {ISSN: 2791-4267},
year = {2026},
editor = {Silvio Ghilardi and Cleo Pau},
refereed = {yes},
length = {8},
url = {https://doi.org/10.35011/risc.26-10}
}
Quantitative Equational Rewriting
Besik Dundua, Georg Ehling, Santiago Escobar, Maribel Fernández, Temur Kutsia
Technical report no. 26-09 in RISC Report Series, Research Institute for Symbolic Computation (RISC), Johannes Kepler University Linz, Austria. ISSN 2791-4267 (online). June 2026. Licensed under CC BY 4.0 International. [doi] [pdf]author = {Besik Dundua and Georg Ehling and Santiago Escobar and Maribel Fernández and Temur Kutsia},
title = {{Quantitative Equational Rewriting}},
language = {english},
abstract = {Rewriting logic is a logical framework for expressing both concurrent computation and logical deduction using equations and re-write rules. Quantitative equational reasoning enriches equations with quantitative measures, expressing concepts such as similarity or proximity rather than mere equality of terms. In this article, we bring these two approaches together and propose a quantitative extension of rewriting logic as a flexible formalism for quantitative deduction and computation.},
number = {26-09},
year = {2026},
month = {June},
keywords = {Quantitative rewriting, quantitative equational reasoning, quantitative matching},
length = {39},
license = {CC BY 4.0 International},
type = {RISC Report Series},
institution = {Research Institute for Symbolic Computation (RISC), Johannes Kepler University Linz},
address = {Altenberger Straße 69, 4040 Linz, Austria},
issn = {2791-4267 (online)}
}
Quantitative Equational Rewriting
B. Dundua, G. Ehling, S. Escobar, M. Fernández, T. Kutsia
In: Proceedings of the 51st International Symposium on Mathematical Foundations of Computer Science (MFCS 2026) , M. Koucký and D. Petrișan (ed.), LIPIcs 386, pp. 1-18. 2026. Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik, ISBN 978-3-95977-442-0. [doi]author = {B. Dundua and G. Ehling and S. Escobar and M. Fernández and T. Kutsia},
title = {{Quantitative Equational Rewriting}},
booktitle = {{Proceedings of the 51st International Symposium on Mathematical Foundations of Computer Science (MFCS 2026) }},
language = {english},
series = {LIPIcs},
volume = {386},
pages = {1--18},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik},
isbn_issn = {ISBN 978-3-95977-442-0},
year = {2026},
editor = {M. Koucký and D. Petrișan},
refereed = {yes},
length = {18},
url = {https://doi.org/10.4230/LIPIcs.MFCS.2026.76}
}
Extending Approximate Reasoning to Unranked Term Structures
Mara Antesberger
Research Institute for Symbolic Computation, Johannes Kepler University Linz, Austria. Master Thesis. 2026. [pdf]author = {Mara Antesberger},
title = {{Extending Approximate Reasoning to Unranked Term Structures}},
language = {english},
year = {2026},
translation = {0},
institution = {Research Institute for Symbolic Computation, Johannes Kepler University Linz, Austria},
length = {101}
}
Anti-Unification Completeness Analysis in PVS
Mauricio Ayala-Rincón, Thaynara Arielly de Lima, Maria Júlia Dias Lima, Temur Kutsia and Marcos Mercandeli-Rodrigues
In: Proceedings of the 21st Workshop on Logical Frameworks and Meta Languages: Theory and Practice , Sophie Tourret and Olivier Hermant (ed.), Electronic Proceedings in Theoretical Computer Science 448, pp. 29-46. 2026. Open Publishing Association, ISSN: 2075-2180. [doi]author = { Mauricio Ayala-Rincón and Thaynara Arielly de Lima and Maria Júlia Dias Lima and Temur Kutsia and Marcos Mercandeli-Rodrigues},
title = {{ Anti-Unification Completeness Analysis in PVS}},
booktitle = {{Proceedings of the 21st Workshop on Logical Frameworks and Meta Languages: Theory and Practice }},
language = {english},
series = {Electronic Proceedings in Theoretical Computer Science},
volume = {448},
pages = {29--46},
publisher = {Open Publishing Association},
isbn_issn = {ISSN: 2075-2180},
year = {2026},
editor = {Sophie Tourret and Olivier Hermant},
refereed = {yes},
length = {18},
url = {https://dx.doi.org/10.4204/EPTCS.448.3}
}
Universal truth of operator statements via ideal membership
Georg Regensburger, Clemens Hofstadler, Clemens Raab
Journal of Pure and Applied Algebra 230(108221), pp. 0-0. 2026. 0022-4049. [doi]author = {Georg Regensburger and Clemens Hofstadler and Clemens Raab},
title = {{Universal truth of operator statements via ideal membership}},
language = {english},
abstract = {We introduce a framework for proving statements about linear operators by verification of ideal membership in a free algebra. More specifically, arbitrary first-order statements about identities of morphisms in preadditive semicategories can be treated. We present a semi-decision procedure for validity of such formulas based on computations with noncommutative polynomials. These algebraic computations automatically incorporate linearity and benefit from efficient ideal membership procedures.In the framework, domains and codomains of operators are modelled using many-sorted first-order logic. To eliminate quantifiers and function symbols from logical formulas, we apply Herbrand's theorem and Ackermann's reduction. The validity of the resulting formulas is shown to be equivalent to finitely many ideal memberships of noncommutative polynomials. We explain all relevant concepts and discuss computational aspects. Furthermore, we illustrate our framework by proving concrete operator statements assisted by our computer algebra software.},
journal = {Journal of Pure and Applied Algebra},
volume = {230},
number = {108221},
pages = {0--0},
isbn_issn = {0022-4049},
year = {2026},
refereed = {yes},
length = {40},
url = {https://doi.org/10.1016/j.jpaa.2026.108221}
}
Refuting noncommutative ideal memberschip via matrix certificates
Georg Regensburger, Clemens Hofstadler, Peter Krug
In: Proceedings of ISSAC 2026, Christoph Koutschan, Alin Bostan, Clement pernet, Thi Xuan Vu (ed.), pp. 209-218. 2026. 979-8-4007-2595-1. [doi]author = {Georg Regensburger and Clemens Hofstadler and Peter Krug},
title = {{Refuting noncommutative ideal memberschip via matrix certificates}},
booktitle = {{Proceedings of ISSAC 2026}},
language = {english},
abstract = {The ideal membership problem in free algebras is undecidable in general. More precisely, while membership can always be verified in finite time (e.g., via noncommutative Gröbner bases), non-membership is undecidable in general.In this work, we introduce matrix certificates for refuting ideal membership of (commutative and) noncommutative polynomials. Such certificates are matrix evaluations that vanish on the generators of an ideal but not on a given candidate polynomial. For commutative polynomials, a perfect Nullstellensatz guarantees the existence of such certificates with commuting square matrices. For noncommutative polynomials, certificates may require non-square matrices or may not exist at all. To handle evaluations on non-square matrices, we use quivers and their matrix representations.We have implemented an approach for finding matrix certificates by ansatz in SageMath and demonstrate its effectiveness on different examples. Our method relies on the ability to efficiently find one (simple) solution to a system of commutative polynomial equations, which we do by combining SAT solving with Hensel lifting. Our experiments suggest that, in practice, ideal (non-)membership can be efficiently decided and certified.},
pages = {209--218},
isbn_issn = {979-8-4007-2595-1},
year = {2026},
editor = {Christoph Koutschan and Alin Bostan and Clement pernet and Thi Xuan Vu},
refereed = {yes},
length = {10},
url = {https://dl.acm.org/doi/10.1145/3815436.3815447}
}
Parametrized systems of generalized polynomial inequalities via linear algebra and convex geometry
Georg Regensburger, Stefan Müller
Positivity 30(4), pp. 0-0. 2026. 1385-1292. [url]author = {Georg Regensburger and Stefan Müller},
title = {{Parametrized systems of generalized polynomial inequalities via linear algebra and convex geometry}},
language = {english},
abstract = {We provide fundamental results on positive solutions to parametrized systems of generalized polynomial inequalities (with real exponents and positive parameters), including generalized polynomial equations. In doing so, we also offer a new perspective on fewnomials and (generalized) mass-action systems. We find that geometric objects, rather than matrices, determine generalized polynomial systems: a bounded set/“polytope” P (arising from the coefficient matrix) and two subspaces representing monomial differences and dependencies (arising from the exponent matrix). The dimension of the latter subspace, the monomial dependency d, is crucial. As our main result, we rewrite polynomial inequalities in terms of d binomial equations on P, involving d monomials in the parameters. In particular, we establish an explicit bijection between the original solution set and the solution set on P via exponentiation. (i) Our results apply to any generalized polynomial system. (ii) The dependency d and the dimension of P indicate the complexity of a system. (iii) Our results are based on methods from linear algebra and convex/polyhedral geometry, and the solution set on P can be further studied using methods from analysis such as sign-characteristic functions (introduced in this work). We illustrate our results (in particular, the relevant geometric objects) through three examples from real fewnomial and reaction network theory. For two mass-action systems, we parametrize the set of equilibria and the region for multistationarity, respectively, and even for univariate trinomials, we offer new insights: We provide a “solution formula” involving discriminants and “roots”.},
journal = {Positivity},
volume = {30},
number = {4},
pages = {0--0},
isbn_issn = {1385-1292},
year = {2026},
refereed = {yes},
length = {26},
url = {https://link.springer.com/article/10.1007/s11117-025-01158-4}
}
Building a Logical Agent with LangChain ... and Quite Some Vibe Coding
Wolfgang Schreiner
Technical report no. 26-02 in RISC Report Series, Research Institute for Symbolic Computation (RISC), Johannes Kepler University Linz, Austria. ISSN 2791-4267 (online). March 2026. Licensed under CC BY 4.0 International. [doi] [pdf]author = {Wolfgang Schreiner},
title = {{Building a Logical Agent with LangChain ... and Quite Some Vibe Coding}},
language = {english},
abstract = {This document reports on our experience of building an “agentic AI” (Artificial Intelligence) that helps a human to answer logical questions in a trustworthy way. This agent combines a Large Language Model (LLM) (which interacts with the human in natural language) with a logical software (which automatically proves formal theorems). The LLM engages in a dialogue with the human in order to translate their logical question from natural language to a formal proof problem. Once the human is satisfied with the formalization, the LLM invokes the prover to automatically solve the problem and thus answer the question; then the LLM also offers the user the possibility to inspect the successful proof or the unsuccessful proof attempt by calling the prover in an interactive mode. Furthermore, we describe how much of the source code (which is based on on the agent construction framework LangChain) has been “vibe coded”, i.e., itself generated with the help of an LLM.},
number = {26-02},
year = {2026},
month = {March},
keywords = {large language models, automated theorem proving, agentic AI, logical formalization, vibe coding},
length = {73},
license = {CC BY 4.0 International},
type = {RISC Report Series},
institution = {Research Institute for Symbolic Computation (RISC), Johannes Kepler University Linz},
address = {Altenberger Straße 69, 4040 Linz, Austria},
issn = {2791-4267 (online)}
}
An Intermediate Representation Format for Industrial Optimization Problems - The Translation of OptDSL to MiniZinc
Tereso del Río, Wolfgang Schreiner, Martina Seidl, Temur Kutsia, Wolfgang Windsteiger
Technical report no. 26-04 in RISC Report Series, Research Institute for Symbolic Computation (RISC), Johannes Kepler University Linz, Austria. ISSN 2791-4267 (online). April 2026. Licensed under CC BY 4.0 International. [doi] [pdf]author = {Tereso del Río and Wolfgang Schreiner and Martina Seidl and Temur Kutsia and Wolfgang Windsteiger },
title = {{An Intermediate Representation Format for Industrial Optimization Problems - The Translation of OptDSL to MiniZinc}},
language = {english},
abstract = {This report presents the implementation of OptDSL, a Python-inspired domain-specific language for describing optimisation problems. The implementation is based on the translationof a high-level OptDSL formulation of the problem to an intermediate representation in the constraint modelling language MiniZinc, which can be used by multiple state-of-the-art solvers. The report also describes the translation software, illustrates its use on a simplified industrial example, discusses selected implementation details, and suggests directions for further development.},
number = {26-04},
year = {2026},
month = {April},
keywords = {industrial optimization, domain-specific languages, constraint solving, formal languages, translation},
sponsor = {Supported by the FFG project FO999923579 “InProSSA: Industrial Problem Solving Using Symbolic and Subsymbolic AI”},
length = {88},
license = {CC BY 4.0 International},
type = {RISC Report Series},
institution = {Research Institute for Symbolic Computation (RISC), Johannes Kepler University Linz},
address = {Altenberger Straße 69, 4040 Linz, Austria},
issn = {2791-4267 (online)}
}
On the Rapid Prototyping of a Logical Agent
Wolfgang Schreiner
In: SCML-2026: International Conference on Symbolic Computation and Machine Learning - Extended Abstracts, Bruno Buchberger, François Charton, Matthew England, Cezary Kaliszyk, Manuel Kauers, Hiroshi Kera, Temur Kutsia, Bernhard Moser, Markus Schedl, Wolfgang Schreiner, Martina Seidl, Wolfgang Windsteiger (ed.), RISC Proceedings on Symbolic Computation and Machine Learning 3, pp. 78-79. 2026. SCML, https://scml.risc.jku.at/, ISSN XXXX. [doi]author = {Wolfgang Schreiner},
title = {{On the Rapid Prototyping of a Logical Agent}},
booktitle = {{SCML-2026: International Conference on Symbolic Computation and Machine Learning - Extended Abstracts}},
language = {english},
abstract = {We report on our experience with the rapid prototyping of an “agentic AI” that helps a human to answer logical questions in a trustworthy way. This agent combines a Large Language Model (LLM) (which interacts with the human in natural language) with a logical software (which automatically proves formal theorems). The LLM engages in a dialogue with the human in order to translate their logical question from natural language to a formal proof problem. Once the human is satisfied with the formalization, the LLM invokes the prover to automatically solve the problem and thus answer the question; then the LLM also offers the user the possibility to inspect the successful proof or the unsuccessful proof attempt by calling the prover in an interactive mode. Furthermore, we describe how much of the source code (which is based on on the agent construction framework LangChain) has been “vibe coded”, i.e., itself generated with the help of an LLM.},
series = {RISC Proceedings on Symbolic Computation and Machine Learning},
number = {3},
pages = {78--79},
publisher = {SCML},
address = {https://scml.risc.jku.at/},
isbn_issn = {ISSN XXXX},
year = {2026},
editor = {Bruno Buchberger and François Charton and Matthew England and Cezary Kaliszyk and Manuel Kauers and Hiroshi Kera and Temur Kutsia and Bernhard Moser and Markus Schedl and Wolfgang Schreiner and Martina Seidl and Wolfgang Windsteiger},
refereed = {no},
keywords = {large language models, automated theorem proving, agentic AI, logical formalization, vibe coding},
length = {2},
url = {https://www.doi.org/doi.org/10.35011/risc-proceedings-scml.3}
}
Formal Modelling of Channel- and Source-Coding Algorithms from Coding Theory
Thomas Michlmayr
Research Institute for Symbolic Computation (RISC), Johannes Kepler University Linz, Austria. Bachelor Thesis. September 2026. Also available as RISC Report 26-15. [doi] [pdf]author = {Thomas Michlmayr},
title = {{Formal Modelling of Channel- and Source-Coding Algorithms from Coding Theory}},
language = {english},
abstract = {This bachelor’s thesis aims to mathematically specify and implement selected concepts and techniques from information theory in the language of the mathematical model checker RISCAL (RISC Algorithm Language). To this end, techniques from channel coding for the detection and correction of errors in transmitted digital messages, as well as techniques from source coding for data compression, are considered. The developed algorithms and their properties are formally specified and verified in RISCAL using finite data types. RISCAL enables the exhaustive verification of all possible input parameters and provides counterexamples if a specified property is violated. Using various channel- and source-coding techniques, this thesis demonstrates how concepts from coding theory can be formally modelled and verified in RISCAL.},
year = {2026},
month = {September},
note = {Also available as RISC Report 26-15},
translation = {0},
institution = {Research Institute for Symbolic Computation (RISC), Johannes Kepler University Linz, Austria},
keywords = {formal specification and verification, model checking, encoding, decoding, compression, decompression},
length = {93},
url = {https://doi.org/10.35011/risc.26-15}
}
Reasoning over Legal Texts Using Large Language Models and Automated Reasoning
Verena Praher, Endre Szasz-Revai, Wolfgang Windsteiger
In: SCML-2026: International Conference on Symbolic Computation and Machine Learning - Extended Abstracts, Bruno Buchberger, François Charton, Matthew England, Cezary Kaliszyk, Manuel Kauers, Hiroshi Kera, Temur Kutsia, Bernhard Moser, Markus Schedl, Wolfgang Schreiner, Martina Seidl, Wolfgang Windsteig (ed.), RISC Proceedings on Symbolic Computation and Machine Learning 3, pp. 76-77. 2026. SCML, https://scml.risc.jku.at/, ISSN xxxx. [doi] [pdf]author = {Verena Praher and Endre Szasz-Revai and Wolfgang Windsteiger},
title = {{Reasoning over Legal Texts Using Large Language Models and Automated Reasoning}},
booktitle = {{SCML-2026: International Conference on Symbolic Computation and Machine Learning - Extended Abstracts}},
language = {english},
abstract = {This presentation describes an ongoing project in the area of tax law. The goal of theproject is to bring computer-support to the decision process regarding taxation for internationalbusinesses. In particular, in a first prototype, the focus lies on transfer pricing,which is a non-trivial price-determination and taxation process that concerns businesses with divisions distributedover different countries or economies. We describe the ideaspursued in the project, we do not yet have results nor can we report on their criticalevaluation by practitioners.},
series = {RISC Proceedings on Symbolic Computation and Machine Learning},
number = {3},
pages = {76--77},
publisher = {SCML},
address = {https://scml.risc.jku.at/},
isbn_issn = {ISSN xxxx},
year = {2026},
editor = {Bruno Buchberger and François Charton and Matthew England and Cezary Kaliszyk and Manuel Kauers and Hiroshi Kera and Temur Kutsia and Bernhard Moser and Markus Schedl and Wolfgang Schreiner and Martina Seidl and Wolfgang Windsteig},
refereed = {no},
length = {2},
url = {https://doi.org/10.35011/risc-proceedings-scml.3}
}
2025
Equational Generalization Problems with Atom-Variables
Alexander Baumgartner, Temur Kutsia, Daniele Nantes-Sobrinho, Manfred Schmidt-Schauss
In: Intelligent Computer Mathematics - 18th International Conference, CICM 2025, Brasilia, Brazil, October 6-10, 2025, Proceedings, Valeria de Paiva and Peter Koepke (ed.), Lecture Notes in Computer Science 16136, pp. 133-151. 2025. Springer, ISBN 978-3-032-07020-3. [doi]author = {Alexander Baumgartner and Temur Kutsia and Daniele Nantes-Sobrinho and Manfred Schmidt-Schauss},
title = {{Equational Generalization Problems with Atom-Variables}},
booktitle = {{Intelligent Computer Mathematics - 18th International Conference, CICM 2025, Brasilia, Brazil, October 6-10, 2025, Proceedings}},
language = {english},
series = {Lecture Notes in Computer Science},
volume = {16136},
pages = {133--151},
publisher = {Springer},
isbn_issn = {ISBN 978-3-032-07020-3},
year = {2025},
editor = {Valeria de Paiva and Peter Koepke},
refereed = {yes},
length = {19},
url = {https://doi.org/10.1007/978-3-032-07021-0_8}
}
Quantitative generalization of variadic structures with binders
Alexander Baumgartner, Temur Kutsia
Research Institute for Symbolic Computation, Johannes Kepler University Linz, Austria. Technical report, 2025. [pdf]author = {Alexander Baumgartner and Temur Kutsia},
title = {{Quantitative generalization of variadic structures with binders}},
language = {english},
year = {2025},
institution = {Research Institute for Symbolic Computation, Johannes Kepler University Linz, Austria},
length = {25}
}
Combining Generalization Algorithms in Regular Collapse-Free Theories
Mauricio Ayala-Rincón, David Cerna, Temur Kutsia, Christophe Ringeissen
In: Proceedings of the 10th International Conference on Formal Structures for Computation and Deduction (FSCD 2025), Maribel Fernandez (ed.), LIPIcs - Leibniz International Proceedings in Informatics 337, pp. 7:1-7:18. 2025. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, ISBN 978-3-95977-374-4. [doi]author = {Mauricio Ayala-Rincón and David Cerna and Temur Kutsia and Christophe Ringeissen},
title = {{Combining Generalization Algorithms in Regular Collapse-Free Theories}},
booktitle = {{Proceedings of the 10th International Conference on Formal Structures for Computation and Deduction (FSCD 2025)}},
language = {english},
series = {LIPIcs - Leibniz International Proceedings in Informatics},
volume = {337},
pages = {7:1--7:18},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum für Informatik},
isbn_issn = {ISBN 978-3-95977-374-4},
year = {2025},
editor = {Maribel Fernandez},
refereed = {yes},
length = {0},
url = {https://doi.org/10.4230/LIPIcs.FSCD.2025.7}
}
Higher-Order Pattern Unification Modulo Similarity Relations
Besik Dundua, Temur Kutsia
Technical report no. 25-03 in RISC Report Series, Research Institute for Symbolic Computation (RISC), Johannes Kepler University Linz, Austria. ISSN 2791-4267 (online). February 2025. Licensed under CC BY 4.0 International. [doi] [pdf]author = {Besik Dundua and Temur Kutsia},
title = {{Higher-Order Pattern Unification Modulo Similarity Relations}},
language = {english},
abstract = {The combination of higher-order theories and fuzzy logic can be useful in decision-making tasks that involve reasoning across abstract functions and predicates, where exact matches are often rare or unnecessary. Developing efficient reasoning and computational techniques for such a combined formalism presents a significant challenge. In this paper, we adopt a more straightforward approach aiming at integrating two well-established and computationally well-behaving components: higher-order patterns on one side and fuzzy equivalences expressed through similarity relations based on minimum T-norm on the other. We propose a unification algorithm for higher-order patterns modulo these similarity relations and prove its termination, soundness, and completeness. This unification problem, like its crisp counterpart, is unitary. The algorithm computes the most general unifier with the highest degree of approximation when the given terms are unifiable.},
number = {25-03},
year = {2025},
month = {February},
keywords = {Unification, higher-order patterns, fuzzy similarity relations},
length = {20},
license = {CC BY 4.0 International},
type = {RISC Report Series},
institution = {Research Institute for Symbolic Computation (RISC), Johannes Kepler University Linz},
address = {Altenberger Straße 69, 4040 Linz, Austria},
issn = {2791-4267 (online)}
}
Higher-Order Pattern Unification Modulo Similarity Relations
Besik Dundua, Temur Kutsia
In: Proceedings of the 35th International Symposium on Logic-Based Program Synthesis and Transformation, LOPSTR 2025, Santiago Escobar and Laura Titolo (ed.), Lecture Notes in Computer Science 16117, pp. 75-93. 2025. Springer, ISBN 978-3-032-04847-9. [doi] [pdf]author = {Besik Dundua and Temur Kutsia},
title = {{Higher-Order Pattern Unification Modulo Similarity Relations}},
booktitle = {{Proceedings of the 35th International Symposium on Logic-Based Program Synthesis and Transformation, LOPSTR 2025}},
language = {english},
series = {Lecture Notes in Computer Science},
volume = {16117},
pages = {75--93},
publisher = {Springer},
isbn_issn = {ISBN 978-3-032-04847-9},
year = {2025},
editor = {Santiago Escobar and Laura Titolo},
refereed = {yes},
length = {19},
url = {https://doi.org/10.1007/978-3-032-04848-6_5}
}
