An efficient evolutionary algorithm applied to the design of two-dimensional IIR filters

被引:0
|
作者
Das, Swagatam [1 ]
Konar, Amit [1 ]
Chakraborty, Uday K. [1 ]
机构
[1] Jadavpur Univ, Elect & Telecom Eng Dept, Kolkata 700032, W Bengal, India
关键词
design; algorithms; particle swarm optimization; differential evolution; IIR filter; genetic algorithm;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents an efficient technique of designing two-dimensional IIR digital filters using a new algorithm involving the tightly coupled synergism of particle swarm optimization and differential evolution. The design task is reformulated as a constrained minimization problem and is solved by our newly developed PSO-DV (Particle Swarm Optimizer with Differentially perturbed Velocity) algorithm. Numerical results are presented. The paper also demonstrates the superiority of the proposed design method by comparing it with two recently published filter design methods.
引用
收藏
页码:2157 / 2163
页数:7
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