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An Experimental Evaluation of Coevolutive Concept Learning Cosimo Anglano Attilio Giordana Giuseppe Lo Bello Lorenza Saitta
 

Summary: An Experimental Evaluation of Coevolutive Concept Learning
Cosimo Anglano Attilio Giordana Giuseppe Lo Bello Lorenza Saitta
Dipartimento di Informatica, Universita di Torino
Corso Svizzera 185, 10149 Torino, Italy
fmino,attilio,lobello,saittag@di.unito.it
Abstract
In this paper an extensive experimental eval-
uation of an evolutionary approach to con-
cept learning is presented. The experimen-
tation, performed with the system G-NET,
investigates the e ectiveness of the approach
along the following dimensions: Robustness
with respect to parameter setting, e ective-
ness of the MDL criterion coupled with a
stochastic search bias, impact of coevolution
on the qualityofthe solutionand on the com-
putational e ort required, and ability to face
problems requiring structured representation
languages. A discussion of the obtained re-
sults and a suggestion on when this type of

  

Source: Anglano, Cosimo - Dipartimento di Informatica, UniversitÓ del Piemonte Orientale "A. Avogadro"

 

Collections: Computer Technologies and Information Sciences