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Matthew Woolway
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Toward data-driven optimal control: A systematic review of the landscape
K Prag, M Woolway, T Celik
IEEE Access 10, 32190-32212, 2022
192022
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
182020
A novel metaheuristic framework for the scheduling of multipurpose batch plants
M Woolway, T Majozi
Chemical Engineering Science 192, 678-687, 2018
162018
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
162018
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
152022
Data-driven model predictive control of DC-to-DC buck-boost converter
K Prag, M Woolway, T Celik
IEEE Access 9, 101902-101915, 2021
152021
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
132019
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
122021
Extended surrogate assisted continuous process optimisation
L Stander, M Woolway, TL van Zyl
2020 7th International Conference on Soft Computing & Machine Intelligence …, 2020
112020
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
112019
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
112015
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
82020
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
72020
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
72015
Transfer learning and deep metric learning for automated galaxy morphology representation
MZ Variawa, TL Van Zyl, M Woolway
IEEE access 10, 19539-19550, 2022
62022
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
52022
Makespan minimisation for multipurpose batch plants using metaheuristic approaches
TL van Zyl, M Woolway
2020 7th international conference on soft computing & machine intelligence …, 2020
52020
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
52019
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
42020
An Empirical evaluation of sensitivity bounds for mean-variance portfolio optimisation
A Paskaramoorthy, M Woolway
Finance Research Letters 44, 102065, 2022
32022
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