METHOD OF ARTIFICIAL FITNESS LEVELS FOR DYNAMICS ANALYSIS OF EVOLUTIONARY ALGORITHMS

METHOD OF ARTIFICIAL FITNESS LEVELS FOR DYNAMICS ANALYSIS OF EVOLUTIONARY ALGORITHMS

Subject of Research. Currently, in the theory of evolutionary computation, it becomes relevant to analyze not just the runtime of evolutionary algorithms, but also their dynamics. The two most common methods for dynamics analysis are: fixed-budget analysis, which studies an algorithm reachable fitne...

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Bibliographic Details
Main Authors: Maxim V. Buzdalov, Dmitry V. Vinokurov
Format: Article
Language:English
Published: Saint Petersburg National Research University of Information Technologies, Mechanics and Optics (ITMO University) 2020-10-01
Series:Naučno-tehničeskij Vestnik Informacionnyh Tehnologij, Mehaniki i Optiki
Subjects:
evolutionary algorithms
runtime analysis
fixed-target analysis
fixed-budget analysis
Online Access:https://ntv.ifmo.ru/file/article/19939.pdf

Internet

https://ntv.ifmo.ru/file/article/19939.pdf

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