Cuckoo search algorithm based on frog leaping local search and chaos theory

@article{Liu2015CuckooSA,
  title={Cuckoo search algorithm based on frog leaping local search and chaos theory},
  author={Xueying Liu and Meiling Fu},
  journal={Applied Mathematics and Computation},
  year={2015},
  volume={266},
  pages={1083-1092}
}
Cuckoo algorithm is a novel optimization algorithm in the field of heuristic intelligence algorithms. Given the strong random leaping in solution space search, careful local searches are susceptible to falling into the local optimum. Thus, the latter phase of the optimization slows down and the accuracy diminishes. To improve the performance of the algorithm, this paper proposes an improved cuckoo search that utilizes chaos theory to enhance the variety of the initial population. Then, this… CONTINUE READING