Computer Science
Recent Submissions
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Energy-efficient placement of virtual network functions in a wireless mesh network
(Institute of Electrical and Electronics Engineers, 29 April 2024)In the context of service provisioning, the integration of Network Functions Virtualization (NFV) enhances the flexibility, scalability, and programmability of telecommunication networks. However, this integration ... -
Advancing AI education: Assessing Kenyan in-service teachers' preparedness for integrating artificial intelligence in competence-based curriculum
(Elsevier, 14 April 2024)With the advancement of technology, emerging technologies like Artificial Intelligence (AI) have also been growing rapidly and becoming more common than ever before. Kenya has taken tremendous steps in adopting the use ... -
Empirical Investigation of MOEAs for Multi-objective Design of Experiments
(Springer, 1 August 2023)Many machine learning algorithms require the use of good quality experimental designs to maximise the information available to the model. Various methods to create experimental designs exist, but the solutions can be ... -
Identifying Correlations in Understanding and Solving Many-Objective Optimisation Problems
(Springer, 29 July 2023)Optimisation problems involving multiple objectives are commonly found in real-world applications. The existence of conflicting objectives produces trade-offs where a solution can be better with respect to one objective ... -
Integrating Bayesian and Evolutionary Approaches for Multi-objective Optimisation
(Springer, 21 March 2024)Both Multi-Objective Evolutionary Algorithms (MOEAs) and Multi-Objective Bayesian Optimisation (MOBO) are designed to address challenges posed by multi-objective optimisation problems. MOBO offers the distinct advantage ...