Optimal Design of IIR-Type Fractional Order Digital Integrator Using Mayfly Optimization Algorithm

被引:1
|
作者
Dey, Souvik [1 ]
Roy, Provas Kumar [2 ]
Chakraborty, Sudipta [3 ]
机构
[1] Bengal Inst Technol, Dept Elect & Commun Engn, Kolkata 700150, W Bengal, India
[2] Kalyani Govt Engn Coll, Dept Elect Engn, Kalyani 741235, W Bengal, India
[3] Techno Main Saltlake, Dept Elect & Commun Engn, Kolkata 700091, W Bengal, India
关键词
Digital signal processing; Infinite impulse response; Fractional order integrator; Whale optimization algorithm; Chaotic oppositional whale optimization algorithm; Mayfly optimization algorithm; CONTINUED FRACTIONS; DIFFERENTIATORS; APPROXIMATIONS; EXPANSION;
D O I
10.1007/s00034-022-02141-0
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper represents the execution of a reliable, steady and wideband fractional order digital integrator (FODI) in respect of infinite impulse response (IIR) filter using a recent nature inspired meta-heuristic optimization technique known as mayfly optimization algorithm (MOA). MOA significantly functions stronger against some of the popular algorithms like real-coded genetic algorithm (RGA), particle swarm optimization (PSO), differential evolution (DE), improved particle swarm optimization (IPSO), whale optimization algorithm (WOA) and chaotic oppositional whale optimization algorithm (COWOA) with reference to different magnitude error performances, explanation character accuracy, convergence profile and computational time required to find the optimal solution. In this paper, the authors thoroughly analyze the convergence behavior and magnitude error metrices of the different order FODI's using WOA, COWOA and MOA. MATLAB simulation results also powerfully uphold the magnitude response efficiency and stability of the proposed different order FODI's over some recently published research papers.
引用
收藏
页码:913 / 942
页数:30
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