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Synthesis of antenna arrays with an efficient multiobjective differential evolution algorithm
Author(s) -
Li Xin,
Li WenTao,
Shi XiaoWei,
Yang Jing
Publication year - 2014
Publication title -
international journal of rf and microwave computer‐aided engineering
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.335
H-Index - 39
eISSN - 1099-047X
pISSN - 1096-4290
DOI - 10.1002/mmce.20744
Subject(s) - benchmark (surveying) , differential evolution , algorithm , differential (mechanical device) , antenna array , computer science , antenna (radio) , multi objective optimization , conformal map , pareto principle , mathematical optimization , mathematics , telecommunications , engineering , mathematical analysis , geodesy , aerospace engineering , geography
An efficient multiobjective differential evolution algorithm for array synthesis is proposed in this article. By introducing novel strategies in the generalized differential evolution (GDE3), the proposed algorithm can generate a better converged and distributed Pareto front than the standard GDE3. Five typical benchmark functions are optimized by the proposed improved GDE3 (IGDE) to verify its effectiveness. Furthermore, the proposed algorithm is applied in two‐pattern synthesis problems, including an unequal spaced linear array and a conformal array. The superior performance of the proposed IGDE demonstrates that it is an efficient and competitive algorithm in the function optimization, pattern synthesis, and other electromagnetic problems. © 2013 Wiley Periodicals, Inc. Int J RF and Microwave CAE 24:161–169, 2014.