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  4. Evolution of Analog Networks using Local String Alignment on Highly Reorganizable Genomes
 
conference paper

Evolution of Analog Networks using Local String Alignment on Highly Reorganizable Genomes

Mattiussi, Claudio  
•
Floreano, Dario  
2004
Proceedings of the NASA/DoD Conference on Evolvable Hardware (EH'2004)
NASA/DoD Conference on Evolvable Hardware (EH'2004)

We introduce and apply a genetic representation for analog electronic circuits based on the association of character strings extracted from the genome with the ter-minals and parameters of components, and the use of local string alignment to generate the connection between components. The representation produces a variable ge-nome length structure that tolerates the execution of ma-jor genome reorganization operators such as duplication and transposition, along with less disruptive ones such as character insertion, deletion and substitution. The repre-sentation can be applied also to other analog networks such as artificial neural networks, control systems, and biological genetic regulatory networks.

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