Title: | Predicate Construction in Higher-order Logic. |
Authors: | John Lloyd |
Series: | Linköping Electronic Articles in Computer and Information Science ISSN 1401-9841 |
Issue: | Vol. 5 (2000): nr 032 |
URL: | http://www.ep.liu.se/ea/cis/2000/032/ |
Abstract: |
Predicate construction is a guided search process:
a space of predicates must be enumerated in
some systematic way in order to find, according to some
criterion, a suitable predicate for some purpose.
Often the search space is large and heuristics are used
to guide the search.
Typically, predicate construction is studied and implemented
in the context of first-order logic.
In this paper, I outline the foundations of predicate
construction in higher-order logic.
The main contribution is a method of incremental construction
of predicates on higher-order terms that represent individuals.
Applications of the approach to machine learning are indicated.
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Original publication 2000-12-21 |
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