Browsing Research Articles (Computer Science) by Subject "Fitness landscape analysis"

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Characterising the searchability of continuous optimisation problems for PSO

Malan, Katherine Mary; Engelbrecht, Andries P. (Springer, 2014-12)

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 ...
Visualising basins of attraction for the cross-entropy and the squared error neural network loss functions

Bosman, Anna Sergeevna; Engelbrecht, Andries; Helbig, Marde (Elsevier, 2020-08)

Quantification of the stationary points and the associated basins of attraction of neural network loss surfaces is an important step towards a better understanding of neural network loss surfaces at large. This work proposes ...

Now showing items 1-2 of 2

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