Parametric Yield and Tolerance Optimisation of Electromagnetic Devices using Feature-based Non-Linear Partial Least Squares Polynomial Chaos Expansion Surrogates by Nfanyana, Ketshabile

Get full text

Traffic Engineering using Multipath Routing Approaches by Mazandu, Gaston Kuzamunu

Get full text

Multiobjective in-core fuel management optimisation for nuclear research reactors by Schlunz, Evert Barend

Get full text

The design of public transit networks with heuristic algorithms : case study Cape Town by Nnene, Obiora A

Get full text

Reinforcement learning microservices scheduler in intelligent edge computing

Get full text

Decentralized algorithm of dynamic task allocation for a swarm of homogeneous robots by AlShawi, Maha

“…The main contribution in this thesis is to maximize the overall efficiency of the system by minimizing the total time needed to accomplish the dynamic task allocation problem. The near-optimal allocation schemes are found using a novel hybrid decentralized algorithm for a dynamic task allocation in a swarm of homogeneous robots, where the number of the tasks is more than the robots present in the system. …”
Get full text
Get full text

Deep Reinforcement Learning-Based Approaches for the MPPT Control of Standalone Solar PV Systems by Nwachukwu, Sampson

“…Reinforcement learning (RL) is a model-free optimization approach that can learn solar PV behaviour and store and reuse optimization information for future optimization tasks. …”
Get full text

Machine learning methods for large deviations by Cloete, Daniël Willem Hendrik

Get full text

Inclusion of input saturation in the design of dynamically operable plants by Baker, Rhoda

Get full text

Inter-cell interference coordination in 5G ultra-dense networks by Afolalu, Oladele Felix

“…Conventionally, the formulated optimization is transformed from non-convex to convex problem. …”
Get full text

A Comparison Between Machine Learning Techniques to Find Leaks in Pipe Networks

Get full text

An algorithmic approach to continuous location by Chiang, Y B

Get full text

Hierarchical model predictive control of a venlo-type greenhouse

Get full text

Optimum predictive modelling, holistic integration and analysis of energy sources mix for power generation and sustainability in developing economies : a case of the Nigerian power...

Get full text
Get full text

QoS-based power management techniques for uplink W-CDMA cellular systems

Get full text
Get full text

Fitness Landscape Analysis for the Differential Evolution Algorithm by Saad, Amani Dhumad

Get full text

An investigation into the use of the vanadium redox flow energy storage system for peak-shaving and load-leveling by Diko, Mpho

Get full text

Selection Hyper-heuristics for Population-based Meta-heuristics in Continuous Dynamic Environments

Get full text

Design and optimisation of a low cost Cognitive Mesh Network by Nleya, Sindiso M

“…Recent developments in TV white space communications technology and the emergence of Cognitive radio devices that facilitate Dynamic Spectrum Access (DSA) have provided an opportunity to mitigate the spectrum scarcity problem. To solve the scarcity problem, this thesis reconsiders the classical Network Engineering (NE) and Traffic Engineering (TE) problems to objectively design a low cost Cognitive Mesh network that promotes efficient resources utilization and thereby achieve better Quality of Service (QoS) levels.…”
Get full text