Characterising the searchability of continuous optimisation problems for PSO

@article{Malan2014CharacterisingTS,
  title={Characterising the searchability of continuous optimisation problems for PSO},
  author={Katherine Malan and Andries Petrus Engelbrecht},
  journal={Swarm Intelligence},
  year={2014},
  volume={8},
  pages={275-302}
}
The focus of research in swarm intelligence has been largely on the algorithmic side with relatively little attention being paid to the study of problems and the behaviour of algorithms in relation to problems. When a new algorithm or variation on an existing algorithm is proposed in the literature, there is seldom any discussion or analysis of algorithm weaknesses and on what kinds of problems the algorithm is expected to fail. Fitness landscape analysis is an approach that can be used to… CONTINUE READING
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