Prof Emma Hart E.Hart@napier.ac.uk
Professor
Prof Emma Hart E.Hart@napier.ac.uk
Professor
The project proposes a novel architecture for designing optimisation systems that “keeps learning” when exposed to a continual stream of instances: these systems will autonomously adapt their components over time to respond to gradual drift in the characteristics of instances faced and also predict characteristics of future instances, enabling them to prepare by generating suitable solvers in advance. The proposal is supported by three collaborating companies who each develop optimisation software to tackle streams of instances faced in dynamic and fast-changing environments.keep on learning
Type of Project | P03 - Research Councils |
---|---|
Project Acronym | L2MO |
Status | Project Live |
Funder(s) | Engineering and Physical Sciences Research Council |
Value | £388,219.00 |
Project Dates | Jul 1, 2021 - May 31, 2025 |
Life Long Learning Hyper Heuristic Optimisation Oct 1, 2012 - Dec 31, 2015
This project aims to improve the current state of the art in developing optimisation tools which are relevant and acceptable to industry.
This will be achieved by addressing industrial current concerns regarding the ability of academic optimisatio...
Read More about Life Long Learning Hyper Heuristic Optimisation.
FOCAS Jan 1, 2013 - Feb 28, 2016
FOCAS is a coordination action in the area of collective adaptive systems. It provides increased visibility to the research carried out by projects funded by the FOCAS FET Proactive Initiative and others in research fields related to collective adapt...
Read More about FOCAS.
Ensembles for Optimisation Sep 1, 2015 - Aug 31, 2016
Optimisation – finding cost-effective or high-performing solutions - is a key economic driver for business today. However, academic literature on search-based optimisation techniques reflects an escalating arms race to produce highly specialized algo...
Read More about Ensembles for Optimisation.
An Investigation of Hyper-Heuristic Methods: A New Generation of Problems-Solvers Nov 1, 2000 - Jul 31, 2004
The project made significant advances in discovering new automated methods for combining heuristics to solve bin-packing problems, outperforming results obtained by any individual heuristic.
Advances were made using learning classifier systems and...
Read More about An Investigation of Hyper-Heuristic Methods: A New Generation of Problems-Solvers.
SIGNAL Oct 1, 2001 - Dec 31, 2004
This is an EU-funded research project to develop basic methodologies and principles of systemic intelligence for artefacts such as robots that will be capable of steadily growing their knowledge through continued experience. The project involves four...
Read More about SIGNAL.
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