On the Evolutionary Inference of Temporal Boolean Networks
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C. Cotta Computational Methods in Neural Modeling, J. Mira, J.R. Álvarez (eds.), Lecture Notes in Computer Science 2686, pp. 494-501, Springer-Verlag Berlin, 2003 © Springer-Verlag Berlin Heidelberg 2003. All rights reserved. |
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Abstract
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The problem of inferring genetic networks under the Temporal Boolean Network model is considered here. This is a very hard problem for which an heuristic approach is proposed. This approach is based on the use of evolutionary algorithms (EAs) to refine the results of a specialized algorithm (ID3). Experimental results provide support for the usefulness of this approach, showing a consistent enhancement of the ID3 solutions. | |
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