Adaptive three-dimensional cellular genetic algorithm for balancing exploration and exploitation processes

@article{AlNaqi2013AdaptiveTC,
  title={Adaptive three-dimensional cellular genetic algorithm for balancing exploration and exploitation processes},
  author={Asmaa Al-Naqi and Ahmet T. Erdogan and Tughrul Arslan},
  journal={Soft Comput.},
  year={2013},
  volume={17},
  pages={1145-1157}
}
This paper presents a new adaptive algorithm that aims to control the exploration/exploitation trade-off dynamically. The algorithm is designed based on threedimensional cellular genetic algorithms (3D-cGAs). In this study, our methodology is based on the change in the global selection pressure induced by dynamic tuning of the local selection rate. The parameter tuning of the local selection method is a way to define the global selection pressure. A diversity speed measure is used to guide the… CONTINUE READING

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