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portfolio

publications

Cooperative charged particle swarm optimiser

Published in In the proceedings of IEEE Congress on Evolutionary Computation, 2008

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Recommended citation: A. Rakitianskaia, A. Engelbrecht, "Cooperative charged particle swarm optimiser." In the proceedings of IEEE Congress on Evolutionary Computation, 2008.

Training neural networks with PSO in dynamic environments

Published in In the proceedings of IEEE Congress on Evolutionary Computation, 2009

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Recommended citation: A. Rakitianskaia, A. Engelbrecht, "Training neural networks with PSO in dynamic environments." In the proceedings of IEEE Congress on Evolutionary Computation, 2009.

Measuring saturation in neural networks

Published in In the proceedings of IEEE Symposium Series on Computational Intelligence, 2015

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Recommended citation: A. Rakitianskaia, A. Engelbrecht, "Measuring saturation in neural networks." In the proceedings of IEEE Symposium Series on Computational Intelligence, 2015.

Saturation in PSO Neural Network Training: Good or Evil?

Published in In the proceedings of IEEE Congress on Evolutionary Computation, 2015

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Recommended citation: A. Rakitianskaia, A. Engelbrecht, "Saturation in PSO Neural Network Training: Good or Evil?." In the proceedings of IEEE Congress on Evolutionary Computation, 2015.

Search space boundaries in neural network error landscape analysis

Published in In the proceedings of IEEE Symposium Series on Computational Intelligence, 2016

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Recommended citation: Anna Bosman, Andries Engelbrecht, Marde Helbig, "Search space boundaries in neural network error landscape analysis." In the proceedings of IEEE Symposium Series on Computational Intelligence, 2016.

Characterising neutrality in neural network error landscapes

Published in In the proceedings of IEEE Congress on Evolutionary Computation, 2017

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Recommended citation: Willem Aardt, Anna Bosman, Katherine Malan, "Characterising neutrality in neural network error landscapes." In the proceedings of IEEE Congress on Evolutionary Computation, 2017.

Progressive gradient walk for neural network fitness landscape analysis

Published in In the proceedings of Genetic and Evolutionary Computation Conference Companion, 2018

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Recommended citation: Anna Bosman, Andries Engelbrecht, Marde Helbig, "Progressive gradient walk for neural network fitness landscape analysis." In the proceedings of Genetic and Evolutionary Computation Conference Companion, 2018.

talks

teaching

Teaching experience 1

Undergraduate course, University 1, Department, 2014

This is a description of a teaching experience. You can use markdown like any other post.

Teaching experience 2

Workshop, University 1, Department, 2015

This is a description of a teaching experience. You can use markdown like any other post.