An improved artificial bee colony algorithm

  title={An improved artificial bee colony algorithm},
  author={Hongzhi Liu and Liqun Gao and Xiangyong Kong and Shuyan Zheng},
  journal={2013 25th Chinese Control and Decision Conference (CCDC)},
Artificial bee colony algorithm (ABC) is a relatively new optimization technique which has been shown to be competitive to other population-based algorithms. In this work, we propose an improved solution search equation in scout bee phase. In addition, the initial population is generated by piecewise Logistic equation to enhance the global convergence. Experiments are conducted on a set of 6 benchmark functions. The results demonstrate good performance of the improved ABC in solving complex… CONTINUE READING
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