Home
Katherine Malan is an associate professor in the Department of Decision Sciences at UNISA. She received her BSc (Computer Science & Mathematics), BSc Hons (Computer Science) and MSc (Computer Science) from the University of Cape Town and her PhD (Computer Science) from the University of Pretoria in 2014. She has over 20 years' lecturing experience, mostly in Computer Science, at three different South African universities and has co-authored two programming textbooks. She currently holds a National Research Foundation C1 rating for research (2020 - 2024).
Her research interests include:
- automated algorithm selection in optimisation and learning,
- fitness landscape analysis, in particular the analysis of optimisation problems in relation to population-based (mostly nature-inspired) algorithm performance, and
- the application of computational intelligence techniques to real-world optimisation and data mining problems.
If you are interested in postgraduate studies, see Supervision.
Links
- 2020 UNISA News article on research and innovation award
- Special Issue of Algorithms journal on "Benchmarking, Selecting and Configuring Learning and Optimisation Algorithms"
- 2019 UNISA News article on research and innovation award
- GECCO 2019 Tutorial on Recent Advances in Fitness Landscape Analysis, Prague, Czech Republic.
- CEC 2018 Special Session on Fitness Landscape Analysis in Practice
- Google Scholar Profile Page
- Publons Peer Review Profile Page