AM: A case study in AI methodology.
Artificial Intelligence
Discrete Mathematics - First Japan Conference on Graph Theory and Applications
On the notion of interestingness in automated mathematical discovery
International Journal of Human-Computer Studies - Special issue on Machine Discovery
Automated Theory Formation in Pure Mathematics
Automated Theory Formation in Pure Mathematics
Journal of Automated Reasoning
Automatic Identification of Mathematical Concepts
ICML '00 Proceedings of the Seventeenth International Conference on Machine Learning
Automatic Theorem Generation in Plane Geometry
ISMIS '93 Proceedings of the 7th International Symposium on Methodologies for Intelligent Systems
The HR Program for Theorem Generation
CADE-18 Proceedings of the 18th International Conference on Automated Deduction
Il: an artificial intelligence approach to theory formation in mathematics
Il: an artificial intelligence approach to theory formation in mathematics
On the discovery of mathematical theorems
IJCAI'87 Proceedings of the 10th international joint conference on Artificial intelligence - Volume 1
Using Formal Concept Analysis in Mathematical Discovery
Calculemus '07 / MKM '07 Proceedings of the 14th symposium on Towards Mechanized Mathematical Assistants: 6th International Conference
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The HR system forms scientific theories, and has found particularly successful application in domains of pure mathematics. Starting with only the axioms of an algebraic system, HR can generate dozens of example algebras, hundreds of concepts and thousands of conjectures, many of which have first order proofs. Given the overwhelming amount of knowledge produced, we have provided HR with sophisticated tools for handling this data. We present here the first full description of these management tools. Moreover, we describe how careful analysis of the theories produced by HR – which is enabled by the management tools – has led us to make interesting discoveries in algebraic domains. We demonstrate this with some illustrative results from HR's theories about an algebra of one axiom. The results fueled further developments, and led us to discover and prove a fundamental theorem about this domain.