Title :
Design of two-dimensional recursive filters using bacteria foraging optimization
Author :
Panda, Reena ; Naik, Mude Kishore ; Mishra, Nitesh
Author_Institution :
Dept. of Electron. & Telecommun. Eng., Veer Surendra Sai Univ. of Technol., Burla, India
Abstract :
This paper presents a method for design of two dimensional (2-D) recursive filters using bacteria foraging optimization (BFO) technique. The design of 2-D recursive filter is considered as a constrained optimization problem. The solution is obtained through the convergence of a biased random search using BFO. With the help of numerical illustrations, we present the theoretical results. Comparison with the results of earlier methods is made.
Keywords :
optimisation; recursive filters; search problems; BFO; bacteria foraging optimization; biased random search; constrained optimization problem; two-dimensional recursive filter design; Algorithm design and analysis; Design methodology; Digital filters; Filtering algorithms; Genetic algorithms; Microorganisms; Optimization; Bacteria Foraging Optimization; Genetic Algorithm; Multidimensional systems; Neural Networks; constrained optimization; two dimensional recursive filters;
Conference_Titel :
Swarm Intelligence (SIS), 2013 IEEE Symposium on
Conference_Location :
Singapore
DOI :
10.1109/SIS.2013.6615177
