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Katherine Malan is a full 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 30 years' lecturing experience, mostly in Computer Science, at three different South African universities and has co-authored two programming textbooks. She is editor-in-chief of South African Computer Journal, associate editor for Engineering Applications of Artificial Intelligence, previous co-chair of ENUM track of GECCO, and has served as a reviewer for over 20 Web of Science journals. She currently holds a National Research Foundation B3 rating for research (2025 - 2030).
Her research interests include:
- automated algorithm/model selection in optimisation and machine 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
- GECCO 2025 Workshop on Landscape-Aware Heuristic Search
- GECCO 2024 Tutorial on Landscape Analysis of Optimization Problems and Algorithms, Melbourne, Australia.
- Dagstuhl Seminar 23332: Synergizing Theory and Practice of Automated Algorithm Design for Optimization (13-18 August, 2023)
- WCCI 2022 Tutorial on Landscape Analysis of Optimization Problems and Algorithms, Padua, Italy
- 2020 UNISA News article on research and innovation award
- 2019 UNISA News article on research and innovation award
- Google Scholar Profile Page
- Clarivate Web of Science Profile Page
- ORCiD 0000-0002-6070-2632