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Article

The Dynamics of Cumulative Step Size Adaptation on the Ellipsoid Model.

Evolutionary computation - 1 Jan 2016

Beyer Hans-Georg, Hellwig Michael

Abstract excerpt

The behavior of the [Formula: see text]-Evolution Strategy (ES) with cumulative step size adaptation (CSA) on the ellipsoid model is investigated using dynamic systems analysis. At first a nonlinear system of difference equations is derived that describes the mean value evolution of the ES. This system is successively simplified to finally allow for deriving closed-form solutions of the steady state behavior in...

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PMID: 25478663
DOI: 10.1162/EVCO_a_00142

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PubMed metadata and Literature Corpus relationships. Corpus snapshot updated 7 Sept 2026. Manifest publication-graph-cohort-2026-09-08.1.

Source receipt: pubmed, retrieved 7 Sept 2026.

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