loading
Papers

Research.Publish.Connect.

Paper

Paper Unlock

Author: Eva Volná

Affiliation: University of Ostrava, Czech Republic

ISBN: 978-972-8865-86-3

Abstract: Neuroevolution techniques have been successful in many sequential decision tasks such as robot control and game playing. This paper aims at evolution in artificial neural networks (e.g. neuroevolution). Here is presented a neuroevolution system evolving populations of neurons that are combined to form the fully connected multilayer feedforward network with fixed architecture. In this paper, the transfer function has been shown to be an important part of architecture of the artificial neural network and have significant impact on an artificial neural network’s performance. In order to test the efficiency of described method, we applied it to the alphabet coding problem.

PDF ImageFull Text

Download
CC BY-NC-ND 4.0

Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 3.233.239.20

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
Volná E. and (2007). Forming Neural Networks Design through Evolution.In Proceedings of the 3rd International Workshop on Artificial Neural Networks and Intelligent Information Processing - Volume 1: ANNIIP, (ICINCO 2007) ISBN 978-972-8865-86-3, pages 13-20. DOI: 10.5220/0001624700130020

@conference{anniip07,
author={Eva Volná},
title={Forming Neural Networks Design through Evolution},
booktitle={Proceedings of the 3rd International Workshop on Artificial Neural Networks and Intelligent Information Processing - Volume 1: ANNIIP, (ICINCO 2007)},
year={2007},
pages={13-20},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001624700130020},
isbn={978-972-8865-86-3},
}

TY - CONF

JO - Proceedings of the 3rd International Workshop on Artificial Neural Networks and Intelligent Information Processing - Volume 1: ANNIIP, (ICINCO 2007)
TI - Forming Neural Networks Design through Evolution
SN - 978-972-8865-86-3
AU - Volná, E.
PY - 2007
SP - 13
EP - 20
DO - 10.5220/0001624700130020

Login or register to post comments.

Comments on this Paper: Be the first to review this paper.