Search Results - "Woolway, M"

ParDen: Surrogate Assisted Hyper-Parameter Optimisation for Portfolio Selection by van Zyl, T. L, Woolway, M, Paskaramoorthy, A

“…Portfolio optimisation is a multi-objective optimisation problem (MOP), where an investor aims to optimise the conflicting criteria of maximising a portfolio's…”
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Unique Animal Identification using Deep Transfer Learning For Data Fusion in Siamese Networks by Van Zyl, T. L, Woolway, M, Engelbrecht, B

“…The unique automated identification of animals of various species is a pressing challenge ecologically, environmentally and economically. A broader question…”
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Extended Surrogate Assisted Continuous Process Optimisation by Stander, L., Woolway, M., van Zyl, T.L.

“…Chemical plant design and optimisation have proven to be challenging due to the uncertainty in real-world systems. Research to date has mostly assumed that the…”
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Data-Driven Evolutionary Optimisation for the design parameters of a Chemical Process: A Case Study by Stander, L, Woolway, M, van Zyl, T. L

“…A significant challenge faced within the field of chemical plant design and optimisation is the uncertainty in the reaction parameter, indeterminate component…”
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Makespan Minimisation for Multipurpose Batch Plants Using Metaheuristic Approaches by van Zyl, T.L., Woolway, M.

“…Current literature involving metaheuristic approaches towards the scheduling of multipurpose batch plants has been limited to objectives which maximise profit…”
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On the Computational Performance of IBM Quantum Devices Applied to Combinatorial Optimisation Problems by Chieza, H. A., Khumalo, M. T., Prag, K., Woolway, M.

“…The prevalence of \mathcal{NP}-Hard Combinatorial Optimisation Problems (COP) requires a continuous search for powerful heuristic techniques to efficiently…”
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Comparing Generalisation Using Crowd-Sourced vs Expert Labels for Galaxies Classification by Variawa, M. Z, van Zyl, T.L., Woolway, M.

“…Increasingly large amounts of data are available to astronomers. The Sloan Digital Sky Survey notes that manually classifying all captured galaxies would be an…”
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Comparative Metaheuristic Performance for the Scheduling of Multipurpose Batch Plants by Bowditch, Z. D., Woolway, M., van Zyl, T.L

“…Two recent publications by Woolway et al. (2018, 2019) [1], [2] proposed a novel metaheuristic framework to optimise the scheduling of Multipurpose Batch…”
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A rules-based and Transfer Learning approach for deriving the Hubble type of a galaxy from the Galaxy Zoo data by Variawa, M. Z, van Zyl, T. L, Woolway, M.

“…The Galaxy Zoo project is a crowd-sourced astronomy galaxy classification endeavour whose results can have significant benefits to astronomers. The project has…”
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