[HTML][HTML] Deciding the consistency of non-linear real arithmetic constraints with a conflict driven search using cylindrical algebraic coverings

E Ábrahám, JH Davenport, M England… - Journal of Logical and …, 2021 - Elsevier
We present a new algorithm for determining the satisfiability of conjunctions of non-linear
polynomial constraints over the reals, which can be used as a theory solver for satisfiability …

Suggesting variable order for cylindrical algebraic decomposition via reinforcement learning

F Jia, Y Dong, M Liu, P Huang… - Advances in Neural …, 2023 - proceedings.neurips.cc
Abstract Cylindrical Algebraic Decomposition (CAD) is one of the pillar algorithms of
symbolic computation, and its worst-case complexity is double exponential to the number of …

[HTML][HTML] Cylindrical algebraic decomposition with equational constraints

M England, R Bradford, JH Davenport - Journal of Symbolic Computation, 2020 - Elsevier
Abstract Cylindrical Algebraic Decomposition (CAD) has long been one of the most
important algorithms within Symbolic Computation, as a tool to perform quantifier elimination …

[HTML][HTML] Levelwise construction of a single cylindrical algebraic cell

J Nalbach, E Ábrahám, P Specht, CW Brown… - Journal of Symbolic …, 2024 - Elsevier
Satisfiability modulo theories (SMT) solvers check the satisfiability of quantifier-free first-
order logic formulae over different theories. We consider the theory of non-linear real …

: Satisfiability Checking Meets Symbolic Computation: (Project Paper)

E Ábrahám, J Abbott, B Becker, AM Bigatti… - … on Intelligent Computer …, 2016 - Springer
Abstract Symbolic Computation and Satisfiability Checking are two research areas, both
having their individual scientific focus but sharing also common interests in the …

[HTML][HTML] Fully incremental cylindrical algebraic decomposition

G Kremer, E Ábrahám - Journal of Symbolic Computation, 2020 - Elsevier
Collins introduced the cylindrical algebraic decomposition method for eliminating quantifiers
in real arithmetic formulas. In our work we use this method for satisfiability checking in …

Recent developments in real quantifier elimination and cylindrical algebraic decomposition

M England - Computer Algebra in Scientific Computing: 26th …, 2024 - books.google.com
This extended abstract accompanies an invited talk at CASC 2024, which surveys recent
developments in Real Quantifier Elimination (QE) and Cylindrical Algebraic Decomposition …

Comparing machine learning models to choose the variable ordering for cylindrical algebraic decomposition

M England, D Florescu - … , CICM 2019, Prague, Czech Republic, July 8–12 …, 2019 - Springer
There has been recent interest in the use of machine learning (ML) approaches within
mathematical software to make choices that impact on the computing performance without …

Choosing the variable ordering for cylindrical algebraic decomposition via exploiting chordal structure

H Li, B **a, H Zhang, T Zheng - … of the 2021 International Symposium on …, 2021 - dl.acm.org
Cylindrical algebraic decomposition (CAD) plays an important role in the field of real
algebraic geometry and many other areas. As is well-known, the choice of variable ordering …

[HTML][HTML] Identifying the parametric occurrence of multiple steady states for some biological networks

R Bradford, JH Davenport, M England, H Errami… - Journal of Symbolic …, 2020 - Elsevier
We consider a problem from biological network analysis of determining regions in a
parameter space over which there are multiple steady states for positive real values of …