FMplex: Exploring a Bridge between Fourier-Motzkin and Simplex
Symbolic Computation
2025-04-23 v6
Abstract
In this paper we present a quantifier elimination method for conjunctions of linear real arithmetic constraints. Our algorithm is based on the Fourier-Motzkin variable elimination procedure, but by case splitting we are able to reduce the worst-case complexity from doubly to singly exponential. The adaption of the procedure for SMT solving has strong correspondence to the simplex algorithm, therefore we name it FMplex. Besides the theoretical foundations, we provide an experimental evaluation in the context of SMT solving. This is an extended version of the authors' work previously published at the fourteenth International Symposium on Games, Automata, Logics, and Formal Verification (GandALF 2023).
Cite
@article{arxiv.2309.03138,
title = {FMplex: Exploring a Bridge between Fourier-Motzkin and Simplex},
author = {Valentin Promies and Jasper Nalbach and Erika Ábrahám and Paul Kobialka},
journal= {arXiv preprint arXiv:2309.03138},
year = {2025}
}