Dr Jonathan Fieldsend
Telephone: 01392 722090
Extension: (Streatham) 2090
I graduated with a BA (hons) in Economics from the University of Durham in 1998, an M.Sc. in Computational Intelligence from the University of Plymouth in 1999 and a Ph.D. in Computer Science from the University of Exeter in 2003. I am currently a Senior Lecturer in Computer Science, having previously held positions as a Research Fellow, Business Fellow and Lecturer at the university since 2002.
I currently have a PhD studentship (fees and stipend for UK/EU applicants) with Dr Ozgur Akman in the area of data visualisation. For further details please see here. Application deadline 22nd January, PhD starting September 2017.
I currently have a PhD studentship (fees and stipend for UK/EU applicants) with Prof. Richard Everson in the area of Machine Learning and Optimisation. For further details see here. Application deadline 14th January 2017, PhD starting September 2017.
The University currently has 20 fully funded International Scholarships available (in any subject area). For further details see here. Application deadline 15th January 2017, PhD starting September 2017.
Research and Professional Interests
My main areas of research are: developing multi-objective/non-traditional objective optimisation methods, multi-modal optimisation, optimisation with uncertainty, evolutionary approaches to learning, data visualisation, as well as the use of Bayesian classification/modelling techniques.
Industrial projects I've worked on include Automatic Coverage and Capacity Optimisation for Next Generation Access Technology (with Motorola), Optimisation of Fraud Detection Software (with AI corp), Automated Multi-Objective Optimisation of Short Term Alert Safety Net Systems (with NATS) and Multi-Objective Optimisation of Wireless Mesh Networks (including resource allocation, and interactive visualisation tools) with IMC group. I am currently a co-investigator on the EPSRC funded project EP/M017915/1 "Data-Driven Surrgate-Assited Fluid Dynamic Optimisation", which involves collaboration with the UK Aerospace Technology Institute and QinetiQ on complex aerodynamic optimisation, with Hydro International on cyclone separation and with Ricardo on diesel particle tracking.
I am a member of the IEEE (Institute of Electrical and Electronics Engineers), the IEEE Computational Intelligence Society, the BCS, the ACM Special Interest Group on Genetic and Evolutionary Computation and a Fellow of the Higher Education Academy. I am a vice-chair of the IEEE Computational Intelligence Society Task Force on Data-Driven Evolutionary Optimization of Expensive Problems.
Current research group
As Lead Supervisor:
- Abduladaziz Almutairi
- Amjad Alsuwaylimi
- Dr Kulood Alyahya
- Silvia Candia
- Dr Kevin Doherty
- Dr Yang Liu
EPSRC, Self-disclosing protective materials using synthetic gene networks, £653,000, Dr Thomas Howard (PI), Dr John Love, Dr David Fulton and Dr Jonathan Fieldsend (2016-2019)
EPSRC, The Parameter Optimisation Problem: Addressing a Key Challenge in Computational Systems Biology, £600,000. Dr Jonathan Fieldsend (PI) and Dr Ozgur Akman (2016-2019)
EPSRC, Data-Driven Surrogate-Assisted Evolutionary Fluid Dynamic Optimisation, £555,000. Prof. Richard Everson (PI), Dr Jonathan Fieldsend and Prof. Gavin Tabor. (2015-2018)
Met Office, MASS Modelling and optimisation, £60,000, Prof. Richard Everson (PI) and Dr Jonathan Fieldsend. (2013)
The IMC Group Ltd and the Technology Strategy Board, KTP, £131,000. Prof. Richard Everson (PI) and Dr Jonathan Fieldsend. (2011-2014)
EPSRC CASE award with Motorola Plc, Automatic coverage and capacity optimisation for next generation access technoilogy, £83,000. Prof. Richard Everson (PI) and Dr Jonathan Fieldsend. (2008-2012)
NATS Ltd and the Technology Strategy Board, KTP, £95,000. Prof. Richard Everson (PI) and Dr Jonathan Fieldsend. (2006-2009)
ai Corporation Ltd and the DTI, KTP, £223,000. Prof. Richard Everson (PI) and Dr Jonathan Fieldsend. (2004-2007)
Some of my codebase relating to my recent publications (including work in IEEE Transactions on Evolutionary Computation 2014, Soft Computing 2015, GECCO 2014, GECCO 2015, IEEE CEC 2005 & 2014, EMO 2013) is available on GitHub. Please access the repositories here.
I am on study leave for the first half of the academic year 2016/2017. I am coordinator of and lecture on the following module in the second term:
ECM1410 Object Oriented Programming;
I am also co-Director of Education in Computer Science.
I am interested in supervising students with projects in the broad area of Nature Inspired Computation and Machine Learning. Please apply via the university online portal.
Other Relevant Information
I am a reviewer for:
- IEEE Transactions on Evolutionary Computation,
- Evolutionary Computation Journal,
- IEEE Transactions on Systems, Man and Cybernetics- Part B,
- IEEE Transactions on Neural Networks and Learning Systems,
- IEEE Transactions on Medical Imaging,
- IEEE Transactions on Automation Science and Engineering,
- Swarm Intelligence,
- Knowledge and Information Systems,
- Pattern Analysis and Applications,
- International Journal of Forecasting,
- International Journal of Parallel, Emergent and Distributed Systems,
- European Journal of Operations Research,
- Journal of Mathematical Modelling and Algorithms,
- Computational Optimization and Applications.
I also regularly review for the main conferences in my field (e.g. GECCO, IEEE CEC, EMO, PPSN, IEEE SSCI, UKCI, etc.).
Qualifications: BA Economics (Dunelm), MSc Computational Intelligence (Plym), PhD Computer Science (Exon)
Professional memberships: MIEEE, FHEA, MBCS
Patents: A method of selecting operational parameters in a communication network EP1730980 WO2005091948 GB2412275