Research Output per year
Research Output per year
Prof
EH14 4AS
United Kingdom
Research output per year
Please see my web page https://www.macs.hw.ac.uk/~dwcorne/ -- it will generally be more up to date than this. And, of course, as a computer scientist, my google scholar profile will capture much more of relevance than the 'Scopus' profile.
I research into optimisation, machine learning and data mining. I also work extensively with businesses in exploiting my research (from advising start-ups through to major industry-supported projects). In straightforward terms, I design algorithms that quickly find solutions to difficult problems in design, logistics, telecoms, bioinformatics, and many other areas. I also work with prediction and forecasting methods that learn from and exploit data.(e.g. automated financial trading, predicting diseases from genetic data, and so on.). Technically, my main focus is on understanding how appropriately to design and/or configure algorithms for any given space of problem instances or datasets. I am particularly interested and specialist in multi-objective optimisation, evolutionary computation, methods that hybridise learning and optimization, and ‘super-heuristics’ – automatically discovering fast algorithms for a given space of problems.
Research output: Contribution to journal › Article
Research output: Contribution to journal › Article
Research output: Contribution to journal › Article
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Owens, Edward Hugh (Recipient), Flynn, David (Recipient), Corne, David (Recipient), Peacock, Andrew (Recipient) & Robu, Valentin (Recipient), 24 Jan 2018
Prize: Prize (including medals and awards)
Owens, Edward Hugh (Recipient), Corne, David (Recipient), Flynn, David (Recipient), Robu, Valentin (Recipient) & Peacock, Andrew (Recipient), 30 Jan 2018
Prize: Prize (including medals and awards)