Individual-based Management of Meta-models for Evolutionary Optimization with Application to Three-Dimensional Blade Optimization

@inproceedings{Grning2007IndividualbasedMO,
  title={Individual-based Management of Meta-models for Evolutionary Optimization with Application to Three-Dimensional Blade Optimization},
  author={Lars Gr{\"a}ning and Yaochu Jin and Bernhard Sendhoff},
  booktitle={Evolutionary Computation in Dynamic and Uncertain Environments},
  year={2007}
}
To reduce the number of expensive fitness function evaluations in evolutionary optimization, individual-based and generation-based strategies for metamodel management (evolution control) have been proposed. In this work, four individual-based frameworks for meta-model management are investigated. A feedforward neural network is employed to construct an… CONTINUE READING