PROGOL
- The idea in the PROGOL system is to reduce the
combinatorial explosion by generating the most specific
acceptable $h$.
- User specifies $H$ by stating predicates, functions, and
forms of arguments allowed for each.
- PROGOL uses sequential covering algorithm. For each
$\langle x_i, f(x_i) \rangle$ it finds the most specific
hypothesis $h_i$ s.t. $B \wedge h_i \wedge x_{i} \entails
f(x_{i})$. (actually, it considers only $k$-step entailment).
- It then conducts a general-to-specific search bounded by
specific hypothesis $h_i$, choosing hypotheses with minimum
description length.
José M. Vidal
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