The Importance of Topology Evolution in NeuroEvolution: A Case Study Using Cartesian Genetic Programming of Artificial Neural Networks

Andrew James Turner; Julian Francis Miller

The Importance of Topology Evolution in NeuroEvolution: A Case Study Using Cartesian Genetic Programming of Artificial Neural Networks

Andrew James Turner, Julian Francis Miller

Electronic Engineering

Research output: Chapter in Book/Report/Conference proceeding › Other chapter contribution

Original language	English
Title of host publication	Research and Development in Intelligent Systems XXX
Editors	Max Bramer, Miltos Petridis
Publisher	Springer
Pages	213-226
Number of pages	14
Publication status	Published - 2013

Publication series

Name	Incorporating Applications and Innovations in Intelligent Systems XXI Proceedings of AI-2013, The Thirty-third SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence
Publisher	Springer International Publishing

Cite this

Turner, A. J., & Miller, J. F. (2013). The Importance of Topology Evolution in NeuroEvolution: A Case Study Using Cartesian Genetic Programming of Artificial Neural Networks. In M. Bramer, & M. Petridis (Eds.), Research and Development in Intelligent Systems XXX (pp. 213-226). (Incorporating Applications and Innovations in Intelligent Systems XXI Proceedings of AI-2013, The Thirty-third SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence). Springer.

Turner, Andrew James ; Miller, Julian Francis. / The Importance of Topology Evolution in NeuroEvolution: A Case Study Using Cartesian Genetic Programming of Artificial Neural Networks. Research and Development in Intelligent Systems XXX. editor / Max Bramer ; Miltos Petridis. Springer, 2013. pp. 213-226 (Incorporating Applications and Innovations in Intelligent Systems XXI Proceedings of AI-2013, The Thirty-third SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence).

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title = "The Importance of Topology Evolution in NeuroEvolution: A Case Study Using Cartesian Genetic Programming of Artificial Neural Networks",

author = "Turner, {Andrew James} and Miller, {Julian Francis}",

year = "2013",

language = "English",

series = "Incorporating Applications and Innovations in Intelligent Systems XXI Proceedings of AI-2013, The Thirty-third SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence",

publisher = "Springer",

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editor = "Max Bramer and Miltos Petridis",

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Turner, AJ & Miller, JF 2013, The Importance of Topology Evolution in NeuroEvolution: A Case Study Using Cartesian Genetic Programming of Artificial Neural Networks. in M Bramer & M Petridis (eds), Research and Development in Intelligent Systems XXX. Incorporating Applications and Innovations in Intelligent Systems XXI Proceedings of AI-2013, The Thirty-third SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, Springer, pp. 213-226.

The Importance of Topology Evolution in NeuroEvolution: A Case Study Using Cartesian Genetic Programming of Artificial Neural Networks. / Turner, Andrew James; Miller, Julian Francis.
Research and Development in Intelligent Systems XXX. ed. / Max Bramer; Miltos Petridis. Springer, 2013. p. 213-226 (Incorporating Applications and Innovations in Intelligent Systems XXI Proceedings of AI-2013, The Thirty-third SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence).

Research output: Chapter in Book/Report/Conference proceeding › Other chapter contribution

TY - CHAP

T1 - The Importance of Topology Evolution in NeuroEvolution: A Case Study Using Cartesian Genetic Programming of Artificial Neural Networks

AU - Turner, Andrew James

AU - Miller, Julian Francis

PY - 2013

Y1 - 2013

M3 - Other chapter contribution

T3 - Incorporating Applications and Innovations in Intelligent Systems XXI Proceedings of AI-2013, The Thirty-third SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence

SP - 213

EP - 226

BT - Research and Development in Intelligent Systems XXX

A2 - Bramer, Max

A2 - Petridis, Miltos

PB - Springer

ER -

Turner AJ, Miller JF. The Importance of Topology Evolution in NeuroEvolution: A Case Study Using Cartesian Genetic Programming of Artificial Neural Networks. In Bramer M, Petridis M, editors, Research and Development in Intelligent Systems XXX. Springer. 2013. p. 213-226. (Incorporating Applications and Innovations in Intelligent Systems XXI Proceedings of AI-2013, The Thirty-third SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence).