Katherine M. Malan
Katherine M. Malan
Department of Decision Sciences, UNISA
Verified email at - Homepage
Cited by
Cited by
A survey of techniques for characterising fitness landscapes and some possible ways forward
KM Malan, AP Engelbrecht
Information Sciences 241, 148-163, 2013
Quantifying ruggedness of continuous landscapes using entropy
KM Malan, AP Engelbrecht
2009 IEEE Congress on evolutionary computation, 1440-1447, 2009
Benchmarking in optimization: Best practice and open issues
T Bartz-Beielstein, C Doerr, D Berg, J Bossek, S Chandrasekaran, ...
arXiv preprint arXiv:2007.03488, 2020
A survey of advances in landscape analysis for optimisation
KM Malan
Algorithms 14 (2), 40, 2021
Search trajectory networks: A tool for analysing and visualising the behaviour of metaheuristics
G Ochoa, KM Malan, C Blum
Applied Soft Computing 109, 107492, 2021
Fitness landscape analysis for metaheuristic performance prediction
KM Malan, AP Engelbrecht
Recent advances in the theory and application of fitness landscapes, 103-132, 2014
A progressive random walk algorithm for sampling continuous fitness landscapes
KM Malan, AP Engelbrecht
2014 IEEE Congress on Evolutionary Computation (CEC), 2507-2514, 2014
Examples that can do harm in learning programming
K Malan, K Halland
Companion to the 19th annual ACM SIGPLAN conference on Object-oriented …, 2004
Characterising the searchability of continuous optimisation problems for PSO
KM Malan, AP Engelbrecht
Swarm Intelligence 8, 275-302, 2014
Ruggedness, funnels and gradients in fitness landscapes and the effect on PSO performance
KM Malan, AP Engelbrecht
2013 IEEE Congress on Evolutionary Computation, 963-970, 2013
Characterising continuous optimisation problems for particle swarm optimisation performance prediction
KM Malan
University of Pretoria, 2014
Adaptive genetic programming for dynamic classification problems
M Riekert, KM Malan, AP Engelbrect
2009 IEEE congress on evolutionary computation, 674-681, 2009
Search trajectory networks of population-based algorithms in continuous spaces
G Ochoa, KM Malan, C Blum
International Conference on the Applications of Evolutionary Computation …, 2020
Local optima networks for continuous fitness landscapes
J Adair, G Ochoa, KM Malan
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2019
Characterising constrained continuous optimisation problems
KM Malan, JF Oberholzer, AP Engelbrecht
2015 IEEE Congress on Evolutionary Computation (CEC), 1351-1358, 2015
Particle swarm optimisation failure prediction based on fitness landscape characteristics
KM Malan, AP Engelbrecht
2014 IEEE Symposium on Swarm Intelligence, 1-9, 2014
Virtual galleries: is 3D better?
Z Hendricks, J Tangkuampien, K Malan
Proceedings of the 2nd international conference on Computer graphics …, 2003
A survey of automated financial statement fraud detection with relevance to the South African context
WT Mongwe, KM Malan
South African Computer Journal 32 (1), 74-112, 2020
Recent advances in fitness landscape analysis
G Ochoa, K Malan
Proceedings of the genetic and evolutionary computation conference companion …, 2019
Characterising neutrality in neural network error landscapes
WA van Aardt, AS Bosman, KM Malan
2017 IEEE congress on evolutionary computation (CEC), 1374-1381, 2017
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