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Solving Symbolic Regression Problems using Incremental Evaluation in Genetic Programming

, , , and . Proceedings of the 2006 IEEE Congress on Evolutionary Computation, page 7487--7494. Vancouver, IEEE Press, (6-21 July 2006)

Abstract

we show some experimental results using Incremental Evaluation with Tree Adjoining Grammar Guided Genetic Programming (DEVTAG) on two symbolic regression problems, a benchmark polynomial fitting problem in genetic programming, and a Fourier series problem (saw-tooth problem). In our pilot study, we compare results with standard Genetic Programming (GP) and the original Tree Adjoining Grammar Guided Genetic Programming (TAG3P). Our results on the two problems are good, outperforming both standard GP and the original TAG3P.

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