Understand behavior and performance of Real Coded Optimization Algorithms via NK-linkage model

@article{Wang2008UnderstandBA,
  title={Understand behavior and performance of Real Coded Optimization Algorithms via NK-linkage model},
  author={Yu Wang and Bing Li},
  journal={2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence)},
  year={2008},
  pages={801-808}
}
Classical NK-landcape model was designed for analyzing optimization and evolution process in binary solution space, so it can not be used to analyze real coded optimization algorithms (RCOAs) directly, which work in continuous solution space directly. In this paper, the concept of NK-landscape model is extended to the continuous space, and a new NK-landscape model with continuous space is proposed. The new model is powerful and comprehensive with simple structure and flexible formula. Therefore… CONTINUE READING

Similar Papers

References

Publications referenced by this paper.
SHOWING 1-10 OF 20 REFERENCES

Making a Difference to Differential Evolution

  • Advances in Metaheuristics for Hard Optimization
  • 2007
VIEW 13 EXCERPTS
HIGHLY INFLUENTIAL

Completely Derandomized Self-Adaptation in Evolution Strategies

  • Evolutionary Computation
  • 2001
VIEW 11 EXCERPTS
HIGHLY INFLUENTIAL

Fitness Landscapes”, Biological Evolution and Statistical Physics

P. F. Stadler
  • 2002
VIEW 1 EXCERPT