Title :
Some investigations on new optimization techniques for EM problems
Author :
Teagno, Laura ; Tonella, Davide ; Pirinoli, Paola
Author_Institution :
Dipt. di Elettron. e Telecomun., Politec. di Torino, Turin, Italy
Abstract :
In this communication, the results of some investigations on two recently introduced evolutionary algorithms are presented. The first considered algorithm is a modification of the genetic algorithm (GA) and it is named StudGA, while the second one, the Biogeography Based Algorithm (BBO), is a new approach based on the mathematical modelization of biogeography. The two techniques have been tested both in terms of capability and reliability of convergence. For doing that, they have been applied to a set of benchmark functions, as well as to a real-life problem, i.e. the design of a microwave band-pass filter, even if they can be used for the optimized design of any other device, as antennas.
Keywords :
band-pass filters; electromagnetic wave propagation; evolutionary computation; microwave filters; EM problems; benchmark functions; biogeography based algorithm; evolutionary algorithms; genetic algorithm; mathematical modelization; microwave band-pass filter; optimization techniques; real-life problem; reliability of convergence; Algorithm design and analysis; Biogeography; Convergence; Genetic algorithms; Optimization; Reliability; Transfer functions;
Conference_Titel :
Antennas and Propagation (EUCAP), 2012 6th European Conference on
Conference_Location :
Prague
Print_ISBN :
978-1-4577-0918-0
Electronic_ISBN :
978-1-4577-0919-7
DOI :
10.1109/EuCAP.2012.6206110