Open AccessAnalysis of the Effects of Control Parameters Variation of ABC Algorithm Used in Filter Bank Design on the Performance
Author(s) -
Gökçen Özdemir,
Nurhan Karaboğa
Publication year - 2019
Publication title -
akıllı sistemler ve uygulamaları dergisi
Language(s) - English
Resource type - Journals
ISSN - 2667-6893
DOI - 10.54856/jiswa.201905067
Subject(s) - filter bank , filter (signal processing) , heuristic , algorithm , artificial bee colony algorithm , control (management) , computer science , control theory (sociology) , engineering , artificial intelligence , computer vision
In this work, Cosine Modulated Filter Bank (CMFB) is designed using Artificial Bee Colony (ABC) Algorithm. In heuristic algorithms, one of the important factors affecting the performance of the algorithm is to determine the control parameters of the algorithm. The performance of the designed filter bank is investigated according to the change in the control parameters of the ABC Algorithm. The effects on the filter bank performance parameters of the change in the control parameters are detailed.