From implementations to a general concept of evolvable machines

Authors:
Lukáš Sekanina
Affiliations:
Faculty of Information Technology, Brno University of Technology, Brno, Czech Republic
Venue:
EuroGP'03 Proceedings of the 6th European conference on Genetic programming
Year:
2003

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Abstract

This paper introduces a little bit different view on evolvable computational machines than it is usually presented. Evolvable machines are considered as mathematical machines. Traditional tools of theoretical computer science are then employed in order to obtain qualitatively new understanding the evolvable machines. In particular the questions related to formal definition and computational power are discussed. The concept is proposed in framework of traditional software and hardware implementations of evolvable machines.