by J Eggermont and van Hemert, J
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.
Reference:
Stepwise Adaptation of Weights for Symbolic Regression with Genetic Programming (J Eggermont and van Hemert, J), In Proceedings of the Twelfth Belgium/Netherlands Conference on Artificial Intelligence (van den Bosch, A, H Weigand, eds.), 2000.
Bibtex Entry:
@inproceedings{EH00,
_day = {01},
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.},
author = {J Eggermont and van Hemert, J},
booktitle = {Proceedings of the Twelfth Belgium/Netherlands Conference on Artificial Intelligence},
date-added = {2008-08-18 12:44:11 +0100},
date-modified = {2008-08-18 12:44:11 +0100},
editor = {van den Bosch, A and H Weigand},
keywords = {data mining; evolutionary computation},
organization = {{BNVKI}, Dutch and the Belgian {AI} Association},
pages = {259--266},
pdf = {http://www.vanhemert.co.uk/publications/bnaic00.Stepwise_Adaptation_of_Weights_for_Symbolic_Regression_with_Genetic_Programming.pdf},
ps.gz = {http://www.vanhemert.co.uk/publications/bnaic00.Stepwise_Adaptation_of_Weights_for_Symbolic_Regression_with_Genetic_Programming.ps.gz},
title = {Stepwise Adaptation of Weights for Symbolic Regression with Genetic Programming},
year = {2000}}