Benchmark Fitness Landscape Analysis

@inproceedings{Merkuryeva2014BenchmarkFL,
  title={Benchmark Fitness Landscape Analysis},
  author={Galina Merkuryeva and Vitalijs Bolshakovs},
  year={2014}
}
Various techniques of fitness landscape analysis for the determination of optimisation problem hardness for evolutionary algorithms are proposed in the literature. However, a few implementations of these techniques and their application in practice are described nowadays. In the paper comparative statistical and information analysis for benchmark fitness functions such as Sphere, Rastrigin, Rosenbrock and Ackley functions is performed. Both statistical and information measures for benchmark… CONTINUE READING

References

Publications referenced by this paper.
Showing 1-10 of 12 references

Extremal Control Systems

  • L. A. Rastrigin
  • Theoretical Foundations of Engineering…
  • 1974
Highly Influential
3 Excerpts

Evolutionary Algorithms, Fitness Landscapes and Search

  • T. Jones
  • Albuquerque: The University of New Mexico, 1995…
  • 1995
3 Excerpts

Similar Papers

Loading similar papers…