The Algorithm of Continuous Optimization Based on the Modified Cellular Automaton

被引：4

作者：

Evsutin, Oleg ^{[1
]}

Shelupanov, Alexander ^{[1
]}

Meshcheryakov, Roman ^{[1
]}

Bondarenko, Dmitry ^{[1
]}

Rashchupkina, Angelika ^{[1
]}

机构：

[1] Tomsk State Univ Control Syst & Radioelect, 40 Lenina Prospect, Tomsk 634050, Russia

来源：

SYMMETRY-BASEL | 2016年 / 8卷 / 09期

关键词：

continuous optimization; metaheuristics; cellular automata; EVOLUTIONARY; TOPOLOGY;

D O I：

10.3390/sym8090084

中图分类号：

O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];

学科分类号：

07 ; 0710 ; 09 ;

摘要：

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.

引用

页数：18

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