Title :
Synthesis of thinned square array using modified teaching-learning-based optimization algorithm
Author :
Luo Zailei ; Chen Xuedong ; He Xueming
Author_Institution :
State Key Lab. of Digital Manuf. Equip. & Technol., Huazhong Univ. of Sci. & Technol., Wuhan, China
Abstract :
This paper proposes a modified teaching-learning-based optimization (TLBO) algorithm for synthesis of thinned square array with low side lobe level (SLL). A local search method based on status switch of elements is imposed to speed up the convergence of the TLBO algorithm and enhance the global searching ability of TLBO. Numerical results of thinned square array synthesis show that the performance of the proposed modified TLBO algorithm outperforms other methods through comparison.
Keywords :
antenna arrays; antenna radiation patterns; learning (artificial intelligence); optimisation; global searching; low side lobe level array; modified teaching-learning based optimization algorithm; thinned square array synthesis; Antenna arrays; Arrays; Convergence; Optimization; Search methods; Switches; SLL reduction; TLBO; Thinned arrays; beam pattern;
Conference_Titel :
Antennas and Propagation (ISAP), 2014 International Symposium on
Conference_Location :
Kaohsiung
DOI :
10.1109/ISANP.2014.7026572