Evolving Neural Network Structures by Means of Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.8129

@InProceedings{golubski:1999:eNNsmGP,

• author = "Wolfgang Golubski and Thomas Feuring",
• title = "Evolving Neural Network Structures by Means of Genetic Programming",
• booktitle = "Genetic Programming, Proceedings of EuroGP'99",
• year = "1999",
• editor = "Riccardo Poli and Peter Nordin and William B. Langdon and Terence C. Fogarty",
• volume = "1598",
• series = "LNCS",
• pages = "211--220",
• address = "Goteborg, Sweden",
• publisher_address = "Berlin",
• month = "26-27 " # may,
• organisation = "EvoNet",
• publisher = "Springer-Verlag",
• keywords = "genetic algorithms, genetic programming",
• ISBN = "3-540-65899-8",
• DOI = "doi:10.1007/3-540-48885-5_18",
• abstract = "The goal of this paper is to present a more efficient way to automatically construct appropriate neural network topologies as well as their initial weight settings. Our approach combines evolutionary algorithms and genetic programming techniques and is based on a new network encoding schema where instead of a string like encoding the graph representation of neural nets is used. This way of encoding reduces the computational expense and leads to a greater variety of network topologies.",
• notes = "EuroGP'99, part of \cite{poli:1999:GP}",

}

Genetic Programming entries for Wolfgang Golubski Thomas Feuring

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