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Jonas Bayer:

Syntactic Similarity in human-oriented ATP

Kurzbeschreibung

A key aspect of finding mathematical proofs is to notice the (syntactic) similarity between terms in the given statement. This thesis aims at developing a formal notion of syntactic similarity that is suitable for human-oriented automated theorem proving. To this end, it is investigated how tree-edit distance can be used for comparing syntax trees. The outcome is a metric between (typed) syntax trees and a term that qualitatively describes how two given syntactic expressions are related. These theoretical concepts are compared with preexisting research and are implemented in Lean 4. A small case study gives a first impression of how the derived notion of syntactic similarity performs with respect to premise selection.

Betreuer
Prof. Dr. Christoph Benzmüller, Prof. Dr. Timothy Gowers
Abschluss
Master of Science (M.Sc.)
Abgabedatum
30.08.2023
Sprache
eng