Toward data-driven optimal control: A systematic review of the landscape K Prag, M Woolway, T Celik IEEE Access 10, 32190-32212, 2022 | 28 | 2022 |
Data-driven model predictive control of DC-to-DC buck-boost converter K Prag, M Woolway, T Celik IEEE Access 9, 101902-101915, 2021 | 23 | 2021 |
An investigation of IBM quantum computing device performance on combinatorial optimisation problems MT Khumalo, HA Chieza, K Prag, M Woolway Neural Computing and Applications, 1-16, 2022 | 22 | 2022 |
Unique animal identification using deep transfer learning for data fusion in siamese networks TL Van Zyl, M Woolway, B Engelbrecht 2020 IEEE 23rd international conference on information fusion (FUSION), 1-6, 2020 | 18 | 2020 |
A novel metaheuristic framework for the scheduling of multipurpose batch plants M Woolway, T Majozi 13th International Symposium on Process Systems Engineering, 1327-1332, 2018 | 15 | 2018 |
Parden: Surrogate assisted hyper-parameter optimisation for portfolio selection TL van Zyl, M Woolway, A Paskaramoorthy 2021 8th international conference on soft computing & machine intelligence …, 2021 | 13 | 2021 |
On the application of a metaheuristic suite with parallel implementations for the scheduling of multipurpose batch plants M Woolway, T Majozi Computers & Chemical Engineering 126, 371-390, 2019 | 13 | 2019 |
Extended surrogate assisted continuous process optimisation L Stander, M Woolway, TL van Zyl 2020 7th International Conference on Soft Computing & Machine Intelligence …, 2020 | 11 | 2020 |
Comparative Metaheuristic Performance for the Scheduling of Multipurpose Batch Plants ZD Bowditch, M Woolway, TL van Zyl 6th Intl. Conference on Soft Computing & Machine Intelligence (ISCMI 2019), 121, 2019 | 11 | 2019 |
Lessons from the Local Group K Freeman, B Elmegreen, D Block, M Woolway Lessons from the Local Group: A Conference in honor of David Block and Bruce …, 2015 | 11 | 2015 |
A rules-based and Transfer Learning approach for deriving the Hubble type of a galaxy from the Galaxy Zoo data MZ Variawa, TL van Zyl, M Woolway 2020 IEEE 23rd International Conference on Information Fusion (FUSION), 1-7, 2020 | 10 | 2020 |
Transfer learning and deep metric learning for automated galaxy morphology representation MZ Variawa, TL Van Zyl, M Woolway IEEE access 10, 19539-19550, 2022 | 8 | 2022 |
A mathematical model of black rhino translocation strategy D Aldila, AJ Hutchinson, M Woolway, N Owen-Smith, E Soewono Journal of Mathematical and Fundamental Sciences 47 (1), 104-115, 2015 | 8 | 2015 |
Data-driven evolutionary optimisation for the design parameters of a chemical process: A case study L Stander, M Woolway, TL van Zyl 2020 IEEE 23rd International Conference on Information Fusion (FUSION), 1-8, 2020 | 7 | 2020 |
On the computational performance of IBM quantum devices applied to combinatorial optimisation problems HA Chieza, MT Khumalo, K Prag, M Woolway 2020 7th International Conference on Soft Computing & Machine Intelligence …, 2020 | 6 | 2020 |
Surrogate-assisted evolutionary multi-objective optimisation applied to a pressure swing adsorption system L Stander, M Woolway, TL Van Zyl Neural Computing and Applications, 1-17, 2022 | 5 | 2022 |
An empirical evaluation of sensitivity bounds for mean-variance portfolio optimisation A Paskaramoorthy, M Woolway Finance Research Letters 44, 102065, 2022 | 5 | 2022 |
Makespan minimisation for multipurpose batch plants using metaheuristic approaches TL van Zyl, M Woolway 2020 7th international conference on soft computing & machine intelligence …, 2020 | 5 | 2020 |
Optimising the Vehicle Routing Problem with Time Windows under Standardised Metrics K Prag, M Woolway, BA Jacobs 6th Intl. Conference on Soft Computing & Machine Intelligence (ISCMI 2019), 111, 2019 | 5 | 2019 |
Comparing generalisation using crowd-sourced vs expert labels for galaxies classification MZ Variawa, TL van Zyl, M Woolway 2020 7th International Conference on Soft Computing & Machine Intelligence …, 2020 | 3 | 2020 |