The success of evolutionary algorithms (EAs) depends crucially on ļ¬nding suitable parameter settings. Doing this by hand is a very time consuming job without the guarantee to ļ¬...
In this work, we explore the idea that parameter setting of stochastic metaheuristics should be considered as a multiobjective problem. The so-called āperformance frontsā pres...
Discrete-event simulation is widely used to analyse and improve the performance of manufacturing systems. The related optimization problem often includes integer design variables ...
S. J. Abspoel, L. F. P. Etman, J. Vervoort, J. E. ...
In this paper, the advantages of introducing an additional amount of tests when evolving parameters for speciļ¬c purposes is discussed. A set of optimal PID-controller parameters...
Background: A central goal of molecular biology is to understand the regulatory mechanisms of gene transcription and protein synthesis. Because of their solid basis in statistics,...
Norbert Dojer, Anna Gambin, Andrzej Mizera, Bartek...