Multiplicative Drift Analysis

We introduce multiplicative drift analysis as a suitable way to analyze the runtime of randomized search heuristics such as evolutionary algorithms. Our multiplicative version of the classical drift theorem allows easier analyses in the often encountered situation that the optimization progress is r...

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Veröffentlicht in:	Algorithmica Jg. 64; H. 4; S. 673 - 697
Hauptverfasser:	Doerr, Benjamin, Johannsen, Daniel, Winzen, Carola
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	New York Springer-Verlag 01.12.2012 Springer Verlag
Schlagworte:	Algorithm Analysis and Problem Complexity Algorithms Computer Science Computer Systems Organization and Communication Networks Data Structures and Algorithms Data Structures and Information Theory Mathematics of Computing Neural and Evolutionary Computing Theory of Computation Drift analysis Randomized search heuristics Evolutionary algorithms Runtime analysis
ISSN:	0178-4617, 1432-0541
Online-Zugang:	Volltext
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