Genetic Algorithms Applications to Data Analytics

Lead Research Organisation: University of Manchester
Department Name: Computer Science

Abstract

I intend to research how to process large volumes of complex data received from a multitude of sources, consider the level of trust in these sources and correlate this data using background context to generate recommended courses of action with confidence measures and rationale. Cases where important, discrete and in some sense irrevocable decisions need to be made in the context of continuous (streamed) and evolving real-time information with uncertain outcomes are of particular interest. It is not only the decision of 'what to do' that is of interest but the decision of 'when to enact it', with the implication that the consequent action will have a direct influence on the stream of information that continues to be processed.

Publications

10 25 50

Studentship Projects

Project Reference Relationship Related To Start End Student Name
EP/R512394/1 01/10/2017 30/09/2021
1956469 Studentship EP/R512394/1 15/09/2017 30/09/2021 Dominic Duxbury