Matthew Woolway

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 13

Top Topics

Transfer Learning

Mathematical Modeling

Top Venues

Publications

Terence L. van Zyl, Matthew Woolway, Andrew Paskaramoorthy
Pareto Driven Surrogate (ParDen-Sur) Assisted Optimisation of Multi-period Portfolio Backtest Simulations. CoRR (2022)
Liezl Stander, Matthew Woolway, Terence L. van Zyl
Surrogate Assisted Evolutionary Multi-objective Optimisation applied to a Pressure Swing Adsorption system. CoRR (2022)
Krupa Prag, Matthew Woolway, Turgay Çelik
Toward Data-Driven Optimal Control: A Systematic Review of the Landscape. IEEE Access 10 (2022)
Mohamed Zayyan Variawa, Terence L. van Zyl, Matthew Woolway
Exploring the effectiveness of surrogate-assisted evolutionary algorithms on the batch processing problem. CoRR (2022)
Mohamed Zayyan Variawa, Terence L. van Zyl, Matthew Woolway
Transfer Learning and Deep Metric Learning for Automated Galaxy Morphology Representation. IEEE Access 10 (2022)
Krupa Prag, Matthew Woolway, Turgay Çelik
Data-Driven Model Predictive Control of DC-to-DC Buck-Boost Converter. IEEE Access 9 (2021)
Terence L. van Zyl, Matthew Woolway, Andrew Paskaramoorthy
ParDen: Surrogate Assisted Hyper-Parameter Optimisation for Portfolio Selection. CoRR (2021)
Maxine T. Khumalo, Hazel A. Chieza, Krupa Prag, Matthew Woolway
An investigation of IBM Quantum Computing device performance on Combinatorial Optimisation Problems. CoRR (2021)
Terence L. van Zyl, Matthew Woolway, Bryce Engelbrecht
Unique Animal Identification using Deep Transfer Learning For Data Fusion in Siamese Networks. FUSION (2020)
L. Stander, Matthew Woolway, Terence L. van Zyl
Data-Driven Evolutionary Optimisation for the design parameters of a Chemical Process: A Case Study. FUSION (2020)
Matthew Woolway, Byron A. Jacobs, Ebrahim Momoniat, Charis Harley, Dieter Britz
Numerical Convergence Analysis of the Frank-Kamenetskii Equation. Entropy 22 (1) (2020)
M. Z. Variawa, Terence L. van Zyl, Matthew Woolway
A rules-based and Transfer Learning approach for deriving the Hubble type of a galaxy from the Galaxy Zoo data. FUSION (2020)
Matthew Woolway, Thokozani Majozi
On the application of a metaheuristic suite with parallel implementations for the scheduling of multipurpose batch plants. Comput. Chem. Eng. 126 (2019)
Raymond Phillips, Matthew Woolway, Dario Fanucchi, M. Montaz Ali
Mathematical Modeling and Optimal Blank Generation in Glass Manufacturing. J. Appl. Math. 2014 (2014)