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Advances in evolutionary neural networks with applications in energy systems and the environment
(NUI Galway, 2018-08-29)
Evolutionary neural networks combine two of the most powerful areas of computing, evolutionary algorithms and neural networks. There are a number of benefits of using evolutionary algorithms to train a network over traditional ...
Coevolutionary spatial game theory: The impact of abstention and dynamic networks on the evolution of cooperation
(NUI Galway, 2020-01-15)
Since the dawn of evolutionary game theory, the standard models in evolutionary dynamics have been developed under the assumption of a well-mixed population where agents (individuals) can interact with all the other agents ...
The application of machine learning to optimise live migration in cloud data centres
(NUI Galway, 2019-08-06)
Cloud computing providers utilise large-scale data centres to provide computing resource to users’ worldwide. However, an ongoing challenge facing cloud providers is to ensure that the required resource is available to ...
Promoting the evolution of cooperation in social dilemma games using contingent mobility strategies
(NUI Galway, 2019-04-05)
Researchers in many domains use social dilemmas to explore the conditions necessary for cooperation to emerge among groups. Social dilemmas, and in particular the Prisoner’s Dilemma, are used because of their usefulness ...