Abstract
A radius-based separation of selection and recombination spheres in diffusion model EAs is introduced, enabling a new taxonomy, oriented towards information flow analysis. It also contains parallel hillclimbers, panmictic EA and an unexplored area. Experiments are performed systematically on five complex binary and real coded problems in search of the best performing variants w.r.t. available optimization time. Additionally, information flow through recombination and selection is emulated by means of a simple model, that produces qualitative similar results. © Springer-Verlag 2004.
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CITATION STYLE
Preuss, M., & Lasarczyk, C. (2004). On the importance of information speed in structured populations. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 3242, 91–100. https://doi.org/10.1007/978-3-540-30217-9_10
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