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Browsing Engineering, Built Environment and Information Technology by Supervisor

Browsing Engineering, Built Environment and Information Technology by Supervisor "Cleghorn, Christopher W."

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Retention Length and Memory Capacity of Recurrent Neural Networks

Pretorius, Abraham Daniel (University of Pretoria, 2020)

Recurrent Neural Networks (RNNs) are variants of Neural Networks that are able to learn temporal relationships between sequences presented to the neural network. RNNs are often employed to learn underlying relationships ...
Selection Hyper-heuristics for Population-based Meta-heuristics in Continuous Dynamic Environments

Van der Stockt, Stefan Aloysius Gert (University of Pretoria, 2019)

Dynamic optimization problems provide a challenge in that optima have to be tracked as the environment changes. The complexity of a dynamic optimization problem is determined by the severity and frequency of changes, as ...

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