Differential Evolution with Local Neighborhood

  title={Differential Evolution with Local Neighborhood},
  author={U. Chakraborty and Swagatam Das and A. Konar},
  journal={2006 IEEE International Conference on Evolutionary Computation},
  • U. Chakraborty, Swagatam Das, A. Konar
  • Published 2006
  • Computer Science, Mathematics
  • 2006 IEEE International Conference on Evolutionary Computation
  • Differential evolution (DE) is well known as a simple and efficient scheme for global optimization over continuous spaces. It is, however, not free from the problem of slow and premature convergence. In this paper we present an improved variant of the classical DE2 scheme, by utilizing the concept of the local neighborhood of each vector. This scheme attempts to balance the exploration and exploitation abilities of DE without requiring additional function evaluations. The new scheme is shown to… CONTINUE READING
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