Improving the reliability of test functions generators

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Andreas Fischbach, Thomas Bartz-Beielstein

Published: 2020, Last Modified: 06 May 2025Appl. Soft Comput. 2020EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Random selection of test problems plus mixed-model ANOVA enables generalization.•Overcomes over-fitting on fixed artificial test problems.•Suitable for both single and multi-algorithm performance on whole problem classes.•Pairwise algorithm performance comparison with confidence intervals.