Тип публикации: статья из журнала

Год издания: 2018

Ключевые слова: bio-inspired algorithms, cooperation, fuzzy controller, Binary optimization, comparison

Аннотация: Previously a meta-heuristic approach Co-Operation of Biology-Related Algorithms for solving binary-parameter optimization problems (COBRA-b), the basic idea of which consists in a cooperative work of different bio-inspired algorithms, was developed. Its performance was evaluated on a set of benchmark problems, and it was establisheПоказать полностьюd that the idea of the algorithms' cooperative work is useful. However, it is still unclear which algorithms should be included in the cooperation and how many of them. Therefore, a fuzzy logic controller was introduced for solving this problem. The experimental results obtained by the two types of fuzzy-controlled COBRA-b are presented and their usefulness is demonstrated.

Журнал: International Journal on Information Technologies and Security

Выпуск журнала: Т. 10, № 2

Номера страниц: 69-78

ISSN журнала: 13138251

Место издания: Sofia

• Akhmedova Shakhnaz (Reshetnev Siberian State University of Science and Technology)
• Stanovov Vladimir (Reshetnev Siberian State University of Science and Technology)
• Semenkin Eugene (Reshetnev Siberian State University of Science and Technology)

• Ядро РИНЦ (eLIBRARY.RU)