Analysis of the Effects of Control Parameters Variation of ABC Algorithm Used in Filter Bank Design on the Performance | Zendy

Gökçen Özdemir | Zendy; Nurhan Karaboğa | Zendy

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Analysis 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 -

journal of intelligent systems with applications

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.

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