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September 25, 2026
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The Algorithm of Continuous Optimization Based on the Modified Cellular Automaton

Symmetry. 2016. Vol. 8. No. 9. P. 1–18.
Evsyutin O., Шелупанов А. А., Мещеряков Р. В., Бондаренко Д. О., Ращупкина А. В.

This article is devoted to the application of the cellular automata mathematical apparatus to the problem of continuous optimization. The cellular automaton with an objective function is introduced as a new modification of the classic cellular automaton. The algorithm of continuous optimization, which is based on dynamics of the cellular automaton having the property of geometric symmetry, is obtained. The results of the simulation experiments with the obtained algorithm on standard test functions are provided, and a comparison between the analogs is shown.

Research target: Mathematics Computer Science
Priority areas: IT and mathematics
Language: English
DOI
Text on another site
Keywords: cellular automataклеточные автоматыcontinuous optimizationmetaheuristicsнепрерывная оптимизацияметаэвристики
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