Title :
Recent advances in evolutionary optimization techniques in applied electromagnetics
Author :
Rahmat-Samii, Yahya ; Kovitz, Joshua M.
Author_Institution :
Electr. Eng. Dept., Univ. of California Los Angeles, Los Angeles, CA, USA
Abstract :
This presentation will focus on: (a) a tutorial introduction to GA, PSO and CMA-ES by describing in a novel fashion the underlying concepts and recent advances for those who have used these techniques and for those who have not had any experiences in these areas, (b) a unique approach in performing fundamental comparative studies among these algorithms, (c) demonstration of the potential applications of these algorithms to a variety of electromagnetic and antenna designs, and (d) assessment of the advantages and the limitations of these techniques.
Keywords :
antennas; evolutionary computation; genetic algorithms; particle swarm optimisation; CMA-ES; GA; PSO; antenna designs; applied electromagnetics; e/ectr.magnetic designs; evolutionary optimization techniques; fundamenta/ c.mparative studies;
Conference_Titel :
Electromagnetic Theory (EMTS), Proceedings of 2013 URSI International Symposium on
Conference_Location :
Hiroshima
Print_ISBN :
978-1-4673-4939-0