Genetic programming with smooth operators for arithmetic expressions: diviplication and subdition

descriptionPublicationkeyboard_double_arrow_right Article , Conference object 25 Jun 2003Publisher:IEEEJournal:Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat. No.02TH8600), volume 2, pages 1,372-1,377

Authors: Ursem, Rasmus Kjær; Krink, Thiemo;

doi: 10.1109/cec.2002.1004443

Genetic programming with smooth operators for arithmetic expressions: diviplication and subdition

- Summary
- Metrics

Abstract

This paper introduces the smooth operators for arithmetic expressions as an approach to smoothening the search space in Genetic Programming (GP). Smooth operator GP interpolates between arithmetic operators such as * and /, thereby allowing a gradual adaptation to the problem. The suggested approach is compared to traditional GP on a system identification problem.

Related Organizations

Aarhus University
Denmark

Impact byBIP!

	selected citations These citations are derived from selected sources. This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).	0
	popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.	Average
	influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).	Average
	impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.	Average