My interests lie the area of Biologically Inspired Computing, in particular Artificial Immune Systems (AIS). I undertake research in three main areas: optimisation, self-organising and self-adaptive systems, and understanding biological systems.
Martí, L., Segredo, E., Sanchez-Pi, N., Hart, E. (2017). Impact of selection methods on the diversity of many-objective Pareto set approximations. Procedia Computer Science 00 (2017) 000–000 21st International Conference on Knowledge Based and Intelligent Information and Engineering Systems, , (In press), 1-10.
Capodieci, N., Hart, E., Cabri, G. (2016). Artificial Immunology for Collective Adaptive Systems Design and Implementation. ACM Transactions on Autonomous and Adaptive Systems (TAAS), 11, (2), .
Hart, E., Sim, K. (2016). A Hyper-Heuristic Ensemble Method for Static Job-shop Scheduling. Evolutionary Computation, (pre-print, accepted for publication May 2016), (), .
Lalla-Ruiz, E., Segredo, E., Voß, S., Hart, E., Paechter, B. (2016). Analysing the performance of migrating birds optimisation approaches for large scale continuous problems. In: (Ed.) Parallel Problem Solving from Nature -- PPSN XIV: 14th International Conference, Edinburgh, UK, September 17-21, 2016, Proceedings, , () ( ed.). (pp. 134-144). : . Springer International Publishing.See all publications
Kahembwe, E. (2014). A Flexible Framework for Analysing Genetic Algorithms In Go (BSc (Hons) Games Development Dissertation). Edinburgh Napier University (Kerridge, J., Hart, E.).
Maroulis, G. (2014). Comparison between Maximum Entropy and Naïve Bayes classifiers: Case study; Appliance of Machine Learning Algorithms to an Odesk’s Corporation Dataset (MSc Information Systems Development Dissertation). Edinburgh Napier University (Hart, E., Urquhart, N.).
McMillan, C. (2014). Comparison of Pathfinding Algorithms Using the GPGPU (BEng (Hons) Games Development Dissertation). Edinburgh Napier University (Hart, E., Urquhart, N.).
Sim, K. (2010). Development of a Problem Generator for Bin Packing Problems: An Analysis of Benchmark Problems and Current Stochastic Deterministic Problem Solving Techniques (MSc Advanced Software Engineering Dissertation). Edinburgh Napier University.See all supervised dissertations