A genetic algorithm for regular inference

Philip Hingston · Research Online (Edith Cowan University) · 2001

We show how a genetic algorithm can be used for the inference of a regular language from a set of positive (and optionally also negative) examples. The genetic algorithm attempts to find the simplest description of the example data in terms of a finite state automaton model.

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