Evolving artificial neural networks with FINCH

Authors:
Amit Benbassat;Moshe Sipper
Affiliations:
Ben-Gurion University of the Negev, Beer-Sheva, Israel;Ben-Gurion University of the Negev, Beer-Sheva, Israel
Venue:
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
Year:
2013

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Abstract

We present work with the FINCH automatic evolutionary programming tool to evolve code that generates Artificial Neural Networks (ANNs) that perform desired tasks. We show how FINCH can be used to evolve code that generates an ANN that performs a simple classifying task with proficiency.