Analysing and comparing problem landscapes for black-box optimization via length scale

@inproceedings{Morgan2015AnalysingAC,
  title={Analysing and comparing problem landscapes for black-box optimization via length scale},
  author={Rachael Morgan},
  year={2015}
}
Optimization problems are of fundamental practical importance and can be found in almost every aspect of human endeavour. Yet remarkably, we have a very limited understanding of the nature of optimization problems and subsequently of how, why and when different algorithms perform well or poorly. The notion of a problem landscape captures the relationship between the objective function and the problem variables. It is clear that the structure of this landscape is vital in understanding… CONTINUE READING

Similar Papers

Figures, Tables, and Topics from this paper.

References

Publications referenced by this paper.