Real-coded Genetic Algorithms with Simulated Binary Crossover: Studies on Multimodal and Multiobjective Problems

@article{Deb1995RealcodedGA,
  title={Real-coded Genetic Algorithms with Simulated Binary Crossover: Studies on Multimodal and Multiobjective Problems},
  author={Kalyanmoy Deb and Amarendra Kumar},
  journal={Complex Systems},
  year={1995},
  volume={9}
}
Real-coded genet ic algorit hms (GAs) do not use any coding of the problem variab les, instead they work dir ectly with the variab les . The main difference in the implementation of real-coded GAs and binary-coded GAs is in their recombination op erators. Alt ho ugh a number of real-cod ed crossover implementations were suggested, most of them were developed wit h intuition and wit hout much analysis. Recen tly, a real-cod ed crossover operator has been developed based on the search… CONTINUE READING