Decision making in a hybrid genetic algorithm

@article{Lobo1997DecisionMI,
  title={Decision making in a hybrid genetic algorithm},
  author={F. Lobo and D. Goldberg},
  journal={Proceedings of 1997 IEEE International Conference on Evolutionary Computation (ICEC '97)},
  year={1997},
  pages={121-125}
}
  • F. Lobo, D. Goldberg
  • Published 1997
  • Computer Science
  • Proceedings of 1997 IEEE International Conference on Evolutionary Computation (ICEC '97)
There are several issues that need to be taken into consideration when designing a hybrid problem solver. The paper focuses on one of them-decision making. More specifically, we address the following questions: given two different methods, how to get the most out of both of them? When should we use one and when should we use the other in order to get maximum efficiency? We present a model for hybridizing genetic algorithms (GAs) based on a concept that decision theorists call probability… Expand
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References

SHOWING 1-10 OF 45 REFERENCES
Handbook Of Genetic Algorithms
  • 6,867
  • PDF
Adapting Operator Probabilities in Genetic Algorithms
  • 684
Elitist recombination: an integrated selection recombination GA
  • D. Thierens, D. Goldberg
  • Computer Science
  • Proceedings of the First IEEE Conference on Evolutionary Computation. IEEE World Congress on Computational Intelligence
  • 1994
  • 144
Optimal Mutation Rates in Genetic Search
  • 350
Genetic Algorithms in Search Optimization and Machine Learning
  • 55,252
  • PDF
Genetic Algorithms, Noise, and the Sizing of Populations
  • 747
  • PDF
Convergence Models of Genetic Algorithm Selection Schemes
  • 205
  • PDF
Genetic Algorithms, Tournament Selection, and the Effects of Noise
  • 867
  • PDF
...
1
2
3
4
5
...