Optimisation
Optimisation is a field aimed at finding the best possible element from some set given one or multiple criteria.
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| Member | Department | Research interests |
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Computer Science |
How can we integrate domain expert knowledge at the right abstraction level into machine learning (ML) systems and how can we extract knowledge from these systems at various abstraction levels |
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Mathematics |
Dynamical systems and control theory, big data analytics, machine learning, artificial intelligence, signal processing, and fractional calculus in diverse applications in energy, environment, and biomedical engineering |
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Computer Science |
Machine learning, statistical pattern recognition, multi-objective optimisation and the links between them |
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Computer Science |
Optimisation, Software engineering, Machine learning, Emulation / uncertainty quantification |
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Mathematics |
Systems science, Control theory, Nonlinear dynamics, Optimisation, Physical modelling |
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| Professor Edward Keedwell | Computer Science |
Optimisation, Machine learning |
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Mathematics |
Decision theory, Optimisation, Machine learning, Bayesian inference, Statistical modelling, Emulation / uncertainty quantification |
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| Dr Diogo Pacheco | Computer Science |
Optimisation, software engineering, machine learning, network analysis, and communications. |
| Dr Tinkle Chugh | Computer Science |
Optimisation, Bayesian statistics, Applications |
| Dr Markus Mueller | Mathematics |
Optimisation, Physical modelling, Machine learning, Time series analysis, Signal processing |
| Dr Yunxiao Zhang | Computer Science |
Optimisation, Game Theory, Data Security, Misinformation, Secure and Distributed Systems |


