Artificial intelligence and machine learning generated conjectures with TxGraffiti
Artificial Intelligence
2024-07-04 v1 Combinatorics
Abstract
\emph{TxGraffiti} is a machine learning and heuristic based artificial intelligence designed to automate the task of conjecturing in mathematics. Since its inception, TxGraffiti has generated many surprising conjectures leading to publication in respectable mathematical journals. In this paper we outline the machine learning and heuristic techniques implemented by TxGraffiti. We also recall its contributions to the mathematical literature and announce a new online version of the program available for anyone curious to explore conjectures in graph theory.
Cite
@article{arxiv.2407.02731,
title = {Artificial intelligence and machine learning generated conjectures with TxGraffiti},
author = {Randy Davila},
journal= {arXiv preprint arXiv:2407.02731},
year = {2024}
}
Comments
arXiv admin note: text overlap with arXiv:2306.12917