Study on the Non-expandability of DNF and Its Application to Incremental Induction

摘要

One key problem for incremental learning is to maintain concept consistency. AQ learning algorithm based on star is essentially a generalized learning scheme. When used incrementally, it needs to eliminate conflict between the concept already learned and the new events to be learnt. This paper presents a new learning scheme that learns non-expandable DNF incrementally and is of conflict-free.