On the evolutionary inference of Temporal Boolean Networks

被引:0
|
作者
Cotta, C [1 ]
机构
[1] Univ Malaga, Dept Lenguajes & Ciencias Computac, Malaga 29071, Spain
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中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
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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页码:494 / 501
页数:8
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