Rapid, Accurate Optimization of Diicult Problems Using Fast Messy Genetic Algorithms Rapid, Accurate Optimization of Diicult Problems Using Fast Messy Genetic Algorithms

@inproceedings{Goldberg1993RapidAO,
  title={Rapid, Accurate Optimization of Diicult Problems Using Fast Messy Genetic Algorithms Rapid, Accurate Optimization of Diicult Problems Using Fast Messy Genetic Algorithms},
  author={A E Goldberg and Kalyanmoy Deb and Hillol Kargupta},
  year={1993}
}
Researchers have long sought genetic algorithms (GAs) that can solve diicult search, optimization, and machine learning problems quickly. Despite years of work on simple GAs and their variants it is still unknown how diicult a problem simple GAs can solve, how quickly they can solve it, and with what reliability. More radical design departures than these have been taken, however, and the messy GA (mGA) approach has attempted to solve problems of bounded diiculty quickly and reliably by taking… CONTINUE READING
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