Automated conjecturing I: Fajtlowicz's Dalmatian heuristic revisited

作者：Larson C E^*; Van Cleemput N

来源：Artificial Intelligence, 2016, 231: 17-38.

DOI：10.1016/j.artint.2015.10.002

• Automated conjecturing
• Automated conjecture-making
• Mathematical discovery
• Automated scientific discovery
• Dalmatian heuristic

We discuss a new implementation of, and new experiments with, Fajtlowicz's Dalmatian conjecture-making heuristic. Our program makes conjectures about relations of real number invariants of mathematical objects. Conjectures in matrix theory, number theory, and graph theory are reported, together with an experiment in using conjectures to automate game play. The program can be used in a way that, by design, advances mathematical research. These experiments suggest that automated conjecture-making can be a useful ability in the design of machines that can perform a variety of tasks that require intelligence.

• 出版日期2016-2