Variance reduction in meta-EDA

Authors:
Volker Nannen;A. E. Eiben
Affiliations:
Vrije Universiteit, Amsterdam, Netherlands;Vrije Universiteit, Amsterdam, Netherlands
Venue:
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Year:
2007

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Abstract

We study the benefit of measurement replication when using the Relevance Estimation and Value Calibration method to calibrate a genetic algorithm. We find that replication is not essential to REVAC, which makes it a strong alternative to existing statistical tools which are computationally costly.