Title :
Design of Yagi-Uda Antenna Using Biogeography Based Optimization
Author :
Singh, Urvinder ; Kumar, Harish ; Kamal, Tara Singh
Author_Institution :
Dept. of ECE, GNDP Coll., Ludhaina, India
Abstract :
Biogeography based optimization (BBO) is a new inclusive vigor based on the science of biogeography. Biogeography is the schoolwork of geographical allotment of biological organisms. BBO employs migration operator to share information between the problem solutions. The problem solutions are identified as habitat and sharing of features is called migration. In this communication, BBO algorithm is matured to optimize the element length and spacing for Yagi-Uda antenna. The gain of Yagi-Uda is a multimodal function and is hard to optimize because of its reliance on changes in lengths and spacings. To confirm the capabilities of BBO, Yagi-Uda antenna is optimized for three different design objectives which include gain, input impedance and side lobe level (SLL). During optimization, NEC2-a method of moment´s code evaluates the performance of each design generated by BBO algorithm. The results obtained by BBO are compared with the genetic algorithm (GA), evolutionary programming (EP), comprehensive learning particle swarm optimization (CLPSO), simulated annealing (SA) and computational intelligence (CI).
Keywords :
Yagi antenna arrays; optimisation; NEC2; Yagi-Uda antenna design; biogeography based optimization; biological organisms; comprehensive learning particle swarm optimization; computational intelligence; evolutionary programming; gain; genetic algorithm; geographical allotment; input impedance; migration; multimodal function; side lobe level; simulated annealing; Algorithm design and analysis; Biogeography; Biological systems; Design optimization; Educational institutions; Genetic algorithms; Genetic programming; Impedance; Moment methods; Particle swarm optimization; Antenna; Yagi-Uda; biogeography based optimization; genetic algorithms; optimization;
Journal_Title :
Antennas and Propagation, IEEE Transactions on
DOI :
10.1109/TAP.2010.2055778