Title :
Modified Bayesian Optimization Algorithm for microstrip filter design
Author :
Bui Van Ha ; Mussetta, M. ; Pirinoli, P. ; Zich, R.E.
Author_Institution :
Dipt. di Energia, Politec. di Milano, Milan, Italy
Abstract :
In this paper, a Modified Bayesian Optimization Algorithm (MBOA) is proposed. It has been obtained by suitably introducing a mutation operator in the traditional algorithm in order to speed up its convergence. In order to test its capability, the introduced algorithm has then been applied to mathematical test functions and to a classic EM design problem.
Keywords :
belief networks; mathematical analysis; microstrip filters; optimisation; BOA; EM design problem; mathematical test functions; microstrip filter design; modified Bayesian optimization algorithm; mutation operator; Algorithm design and analysis; Bayesian methods; Filtering algorithms; Microwave filters; Optimization; Sociology; Statistics;
Conference_Titel :
Antennas and Propagation Society International Symposium (APSURSI), 2012 IEEE
Conference_Location :
Chicago, IL
Print_ISBN :
978-1-4673-0461-0
DOI :
10.1109/APS.2012.6348755
