Abstract
The method of differential-geometry is applied for deriving steady state conditions for the (μ/μI, λ)-ES on the general quadratic test function disturbed by fitness noise of constant strength. A new approach for estimating the expected final fitness deviation observed under such conditions is presented. The theoretical results obtained are compared with real ES runs showing a surprisingly excellent agreement. © Springer-Verlag Berlin Heidelberg 2003.
Cite
CITATION STYLE
Beyer, H. G., & Arnold, D. V. (2003). The steady state behavior of (μ/μI, λ)-ES on ellipsoidal fitness models disturbed by noise. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2723, 525–536. https://doi.org/10.1007/3-540-45105-6_65
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