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Abstract: this article we assume that the reader is familiar with the basic ideas of neural networks but perhaps less conversant with genetic algorithms. The aim is to describe the basic ideas of GAs and then to survey their application to the design of neural networks (Update)
Context of citations to this paper: More
.... The design of artificial neural networks (ANNs) whose performance is optimized for a certain application is still a research issue [8]. This design problem is also a complicated one because of the large design space, the presence of many variables, and complex interactions...
...have sought to combine the GA and connectionist paradigms in hybrid learning systems, with varying degrees of success. Jones (1993) and Yao (1992) have produced recent bibliographies of this work. Although the exact nature of the hybridisation has varied, one factor...
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3: Adding Learning to the Cellular Developmental Process: a Comparative Study (context) - Gruau, Whitley - 1993
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BibTeX entry: (Update)
Jones, A.J. (1993). Genetic Algorithms and Their Applications to the Design of Neural Networks, Neural Computing and Applications, 1, pp. 32-45, London : Springer-Verlag. http://citeseer.ist.psu.edu/jones93genetic.html More
@article{ jones93genetic,
author = "A. J. Jones",
title = "Genetic Algorithms and Their Applications to the Design of Neural Networks",
journal = "Neural Computing and Applications",
volume = "1",
pages = "32--45",
year = "1993",
url = "citeseer.ist.psu.edu/jones93genetic.html" }
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The graph only includes citing articles where the year of publication is known.
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