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Genetic Algorithms
GABIL
The
GABIL
system was developed in 1993 by DeJong, Spears, and Gordon.
Learn disjunctive set of propositional rules, competitive with C4.5.
Fitness
: \[ Fitness(h) = (correct(h))^2 \]
Representation
: the hypothesis consisting of the rules
IF $a_1 = T \wedge a_2 = F$ THEN $c = T$; IF $a_2 = T$ THEN $c=F$
is represented by the string
$a_1$
$a_2$
$c$
$a_1$
$a_2$
$c$
10
01
1
11
10
0
Notice that this means we will have variable-length bitstrings.
José M. Vidal
.
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