Corpus ID: 6113519

Don't evaluate, inherit

@inproceedings{Sastry2001DontEI,
  title={Don't evaluate, inherit},
  author={K. Sastry and D. Goldberg and M. Pelikan},
  year={2001}
}

K. Sastry, D. Goldberg, M. Pelikan

Published 2001

Mathematics

This paper studies fitness inheritance as an efficiency enhancement technique for genetic and evolutionary algorithms. Convergence and population-sizing models are derived and compared with experimental results. These models are optimized for greatest speed-up and the optimal inheritance proportion to obtain such a speed-up is derived. Results on OneMax problems show that when the inheritance effects are considered in the population-sizing model, the number of function evaluations are reduced… CONTINUE READING

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