Title | Stepwise Adaptation of Weights for Symbolic Regression with Genetic Programming |
Publication Type | Conference Paper |
Year of Publication | 2000 |
Authors | Eggermont, J, van Hemert, JI |
Conference Name | Proceedings of the Twelfth Belgium/Netherlands Conference on Artificial Intelligence (BNAIC'00) |
Publisher | BNVKI, Dutch and the Belgian AI Association |
Editor | van den Bosch, A, Weigand, H |
Keywords | data mining; genetic programming |
Abstract | In this paper we continue study on the Stepwise Adaptation of Weights (SAW) technique. Previous studies on constraint satisfaction and data clas-sification have indicated that SAW is a promising technique to boost the performance of evolutionary algorithms. Here we use SAW to boost per-formance of a genetic programming algorithm on simple symbolic regression problems. We measure the performance of a standard GP and two variants of SAW extensions on two different symbolic regression problems. |
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