- author = "Joao Carlos Figueira Pujol and Riccardo Poli",
- title = "Dual Network Representation Applied to the Evolution of Neural Controllers",
- booktitle = "Evolutionary Programming VII: Proceedings of the Seventh Annual Conference on Evolutionary Programming",
- year = "1998",
- editor = "V. William Porto and N. Saravanan and D. Waagen and A. E. Eiben",
- volume = "1447",
- series = "LNCS",
- pages = "637--646",
- address = "Mission Valley Marriott, San Diego, California, USA",
- publisher_address = "Berlin",
- month = "25-27 " # mar,
- publisher = "Springer-Verlag",
- keywords = "genetic algorithms, genetic programming, PDGP",
- ISBN = "3-540-64891-7",
-
URL = "
http://cswww.essex.ac.uk/staff/poli/papers/Pujol-EP1998.pdf",
-
URL = "
http://citeseer.ist.psu.edu/pujol98dual.html",
-
DOI = "
doi:10.1007/BFb0040753",
- size = "10 pages",
- abstract = "This paper presents a to the evolution of neural networks. A linear chromosome combined with a grid based representation of the network and a new crossover operator allow the evolution of the architecture and the weights simultaneously. There is no need for a separate weight optimisation procedure and networks with more than one type of activation function can be evolved. This paper describes the representation, the crossover operator, and reports on results of the application of the method to evolve a neural controller for the pole balancing problem.",
-
notes = "EP-98.
",
