Volume 5 Number 5 (May 2010)
Home > Archive > 2010 > Volume 5 Number 5 (May 2010) >
JCP 2010 Vol.5(5): 717-724 ISSN: 1796-203X
doi: 10.4304/jcp.5.5.717-724

Application of Chaos Mind Evolutionary Algorithm in Antenna Arrays Synthesis

Jianxia Liu, Nan Li, and Keming Xie
Taiyuan University of Technology, Taiyuan, China

Abstract—Mind evolutionary algorithm (MEA) uses ‘similartaxis’ operation and ‘dissimilation’ operation to imitate the human mind evolution to processes optimization, overcoming the prematurity and improving searching efficiency. But it has several defects: the generation of the initial population is blind, random and redundant; the addition of naturally washed out temporary subpopulations is monotonous; existing searching modes easily to fall into local convergence. This paper proposed Chaos Mind Evolutionary Algorithm. Two chaotic sequences produced in different ways bring adequate diversity to the population. As a result, the searching area is widened. Chaotic Mind Evolutionary Algorithm is used in antenna array synthesis in this paper. Computer simulations show that Chaos Mind Evolutionary Algorithm can be applied in optimization problems of uniformly-spaced linear array and the optimization result is better than that obtained from Genetic Algorithm.

Index Terms—mind evolutionary algorithm, chaotic optimization, similartaxis operation, dissimilation operation, pattern synthesis

[PDF]

Cite: Jianxia Liu, Nan Li, and Keming Xie, " Application of Chaos Mind Evolutionary Algorithm in Antenna Arrays Synthesis," Journal of Computers vol. 5, no. 5, pp. 717-724, 2010.

General Information

ISSN: 1796-203X
Abbreviated Title: J.Comput.
Frequency: Monthly
Editor-in-Chief: Prof. Liansheng Tan
Executive Editor: Ms. Nina Lee
Abstracting/ Indexing: DBLP, EBSCO,  ProQuest, INSPEC, ULRICH's Periodicals Directory, WorldCat, CNKI,etc
E-mail: jcp@iap.org
  • Jul 19, 2019 News!

    Vol 14, No 7 has been published with online version   [Click]

  • Jun 21, 2019 News!

    Vol 14, No 6 has been published with online version   [Click]

  • Apr 28, 2019 News!

    Vol 14, No 5 has been published with online version 7 papers are published in this issue after peer review   [Click]

  • Mar 20, 2019 News!

    Vol 14, No 3 has been published with online version   [Click]

  • Feb 22, 2019 News!

    Vol 14, No 2 has been published with online version 8 papers are published in this issue after peer review   [Click]

  • Read more>>