Posts

PRIMaRE Presentations

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The group was represented at the recent PRIMaRE conference. The conference was a showcase for our work on offshore renewable engineering, and saw Pawel Manikowski present the first part of his PhD work with a talk on "Single and multi-objective optimisation of benchmark wind farm optimisation problems" , and David Walker presented a flash talk on "Securing and automating offshore renewable engineering: challenges in trustworthy artificial intelligence and cyber security" .

VizGEC 2021 Call for Papers Available

We're pleased to announce that the call for papers for this year's VizGEC is available here . We are looking forward to receiving your best visualisation work!

New PhD Students: Pawel Manikowski and Rahul Soni

We're very pleased to welcome two new PhD students to the group this week. Pawel Manikowski will be investigating the optimisation of floating offshore wind farms, and is supported by an EPSRC DTP fellowship. His work will be looking at modelling the movement of these floating structures, as well as optimising their placement of individual turbines within a floating wind farm. Floating wind farms are a nascent technology that holds the promise of greatly expanding renewable energy generation. Rahul Soni will be working on a project investigating the use of hyper-heuristics, combining machine learning with optimisation, to solve multi-objective portfolio optimisation problems and exploring novel algorithms in this area. We are looking forward to sharing the results of their research with you soon!

New Conference Paper - Visualising Evolution History in Multi- and Many-Objective Optimisation

The first part of group-member Mathew Walter's PhD work has been accepted for publication at the forthcoming PPSN conference in September. You can read the preprint here , and our poster will be available shortly.

New Journal Paper - An exact algorithm for small-cardinality constrained portfolio optimisation

The group's latest journal paper -  " An exact algorithm for small-cardinality constrained portfolio optimisation "  by David Graham and Matthew Craven - has been published in the Journal of the Operational Research Society. Details can be found here .

Journal Paper Accepted - Visualising EA Perforance

The group's latest journal paper - "Identifying Good Algorithm Parameters in Evolutionary Multi- and Many-objective Optimisation: A Visualisation Approach" by David Walker and Matthew Craven - has been accepted for publication by Applied Soft computing Journal. The paper will appear in a special issue on "Benchmarking Computational Intelligence Algorithms".

New PhD Student: Mathew Walter

This week we welcomed our latest PhD student to the group. Mathew Walter is going to be working on visualising the processes that are used to generate solutions in evolutionary algorithms with the aim of making optimisation processes more explainable. Mathew joins us having graduated from Plymouth with a degree in Mathematics, and is supervised by David Walker and Matthew Craven. We look forward to sharing the outputs from his research with you soon.