A genetic algorithm tutorial

@article{Whitley1994AGA,
  title={A genetic algorithm tutorial},
  author={L. D. Whitley},
  journal={Statistics and Computing},
  year={1994},
  volume={4},
  pages={65-85}
}
  • L. D. Whitley
  • Published 1994
  • Computer Science
  • Statistics and Computing
This tutorial covers the canonical genetic algorithm as well as more experimental forms of genetic algorithms, including parallel island models and parallel cellular genetic algorithms. The tutorial also illustrates genetic search by hyperplane sampling. The theoretical foundations of genetic algorithms are reviewed, include the schema theorem as well as recently developed exact models of the canonical genetic algorithm. 
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References

SHOWING 1-10 OF 76 REFERENCES
Cellular Genetic Algorithms
Modeling Simple Genetic Algorithms
  • M. Vose
  • Mathematics, Computer Science
  • FOGA
  • 1992
Genetic Algorithms in Search Optimization and Machine Learning
A Survey of Evolution Strategies
Genetic Algorithms + Data Structures = Evolution Programs
Genetic Algorithms for Real Parameter Optimization
  • A. Wright
  • Mathematics, Computer Science
  • FOGA
  • 1990
Explicit Parallelism of Genetic Algorithms through Population Structures
A Comparative Analysis of Selection Schemes Used in Genetic Algorithms
A Study of Reproduction in Generational and Steady State Genetic Algorithms
...
1
2
3
4
5
...