Chaotic bee colony algorithms for global numerical optimization

@article{Alatas2010ChaoticBC,
  title={Chaotic bee colony algorithms for global numerical optimization},
  author={Bilal Alatas},
  journal={Expert Syst. Appl.},
  year={2010},
  volume={37},
  pages={5682-5687}
}
Artificial bee colony (ABC) is the one of the newest nature inspired heuristics for optimization problem. Like the chaos in real bee colony behavior, this paper proposes new ABC algorithms that use chaotic maps for parameter adaptation in order to improve the convergence characteristics and to prevent the ABC to get stuck on local solutions. This has been done by using of chaotic number generators each time a random number is needed by the classical ABC algorithm. Seven new chaotic ABC… CONTINUE READING
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