Publications (Emma Hart)

2016

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.

Salah, A., Hart, E. (2016). Validating the Grid Diversity Operator: an Infusion Technique for Diversity Maintenance in Population-based Optimisation Algorithms. In: (Ed.) Applications of Evolutionary Computation, 9598, () ( ed.). (pp. 11-26). : . .

Segredo, E., Paechter, B., Hart, E., Gonzalez-Vila, Carlos I. (2016). Hybrid Parameter Control Approach Applied to a Diversity-based Multi-objective Memetic Algorithm for Frequency Assignment Problems. In: (Ed.) 2016 IEEE Congress on Evolutionary Computation (CEC), , () ( ed.). (pp. 1517 - 1524). : . IEEE.

Segredo, E., Lalla-Ruiz, E., Hart, E., Paechter, B., Voß, S. (2016). Hybridisation of Evolutionary Algorithms through Hyper-heuristics for Global Continuous Optimisation. In: (Ed.) Proceedings of the Learning and Intelligent OptimizatioN (LION 10) Conference - Lecture Notes in Computer Science, , () ( ed.). (pp. In Press). : . Springer.

Sim, K., Hart, E. (2016). A Combined Generative and Selective Hyper-heuristic for the Vehicle Routing Problem. In: (Ed.) Proceedings go GECCO 2016, , () ( ed.). (pp. ). : . ACM.

Steyven, A., Hart, E., Paechter, B. (2016). Understanding Environmental Influence in an Open-Ended Evolutionary Algorithm. In: Handl, J., Hart, E., Lewis, Peter R., Lopez-Ibanez, M., Ochoa, G., Paechter, B. (Eds.) Parallel Problem Solving from Nature – PPSN XIV, , () ( ed.). (pp. ). : . Springer International Publishing.

2015

Hart, E., Sim, K., Paechter, B. (2015). A Lifelong Learning Hyper-heuristic Method for Bin Packing. Evolutionary Computation, 23, (1), 37-67.

Hart, E., Sim, K. (2015, ). A Research Agenda for Metaheuristic Standardization. Paper presented at 11th Metaheuristics International Conference, Agadir.

Hart, E., Steyven, A., Paechter, B. (2015). Improving Survivability in Environment-driven Distributed
 Evolutionary Algorithms through Explicit Relative Fitness and Fitness Proportionate Communication. In: Silva, S. (Ed.) Proceedings of GECCO '15: 2015 Genetic and Evolutionary Computation Conference, , () ( ed.). (pp. ). Madrid, Spain: . ACM SIGEVO.

McMillan, C., Hart, E., Chalmers, K. (2015). Collaborative Diffusion on the GPU for Path-Finding in Games. In: (Ed.) 18th European Conference, EvoApplications 2015, Copenhagen, Denmark, April 8-10, 2015, Proceedings, , () ( ed.). (pp. ). : . .

Sim, K., Hart, E., Urquhart, N., Pigden, T. (2015). A new rich vehicle routing problem model and benchmark resource. In: (Ed.) Proceedings of the The 11th edition of the International Conference on Evolutionary and Deterministic Methods for Design, Optimization and Control with Applications to Industrial and Societal Problems (EUROGEN 2015), , () ( ed.). (pp. ). : . .

Sim, K., Hart, E. (2015). A Novel Heuristic Generator for JSSP Using a Tree-Based Representation of Dispatching Rules. In: (Ed.) Proceedings GECCO 2015 Companion, , () ( ed.). (pp. ). : . ACM Association for Computing Machinery.

Steyven, A., Hart, E., Paechter, B. (2015). The Cost of Communication: Environmental Pressure and Survivability in mEDEA. In: Silva, S. (Ed.) GECCO'15: 2015 Genetic and Evolutionary Computation Conference Companion, , () ( ed.). (pp. ). Madrid, Spain: . ACM SIGEVO.

Urquhart, N., Hart, E. (2015). Creating Optimised Employee Travel Plans. In: (Ed.) Proceedings of the The 11th edition of the International Conference on Evolutionary and Deterministic Methods for Design, Optimization and Control with Applications to Industrial and Societal Problems (EUROGEN 2015), , () ( ed.). (pp. ). Glasgow: . .

Urquhart, N., Hart, E., Judson, A. (2015). Multi-Modal Employee Routing with Time Windows in an Urban Environment. In: (Ed.) Proceedings of the 2015 Genetic and Evolutionary Algorithms Conference, , () ( ed.). (pp. ). Madrid: . .

2014

Capodieci, N., Hart, E., Cabri, G. (2014). Artificial Immune System driven evolution in Swarm Chemistry. In: (Ed.) Proceedings of IEEE SASO 2014, , () ( ed.). (pp. ). : . .

Capodieci, N., Hart, E., Cabri, G. (2014). Artificial Immune Systems in the Context of Autonomic Computing: Integrating Design Paradigms. In: (Ed.) Proceedings of GECCO 2014 Companion (Genetic and Evolutionary Computation Conference), , () ( ed.). (pp. ). : . .

Capodieci, N., Hart, E., Cabri, G. (2014). Idiotypic networks for evolutionary controllers in virtual creatures. In: (Ed.) Proceedings of ALife, Fourteenth International Conference on the Synthesis and Simulation of Living Systems, , () ( ed.). (pp. ). : . MIT Press.

Hart, E., Sim, K., Urquhart, N. (2014). A Real-World Employee Scheduling and Routing Application. In: (Ed.) GECCO Comp '14 Proceedings of the 2014 conference companion on Genetic and evolutionary computation companion, , () ( ed.). (pp. 1239-1242). : . ACM Digital Library.

Hart, E., Brook, A., Brook-O'Donnell, M., Hone, A., Hughes, T., Smith, R. (2014). General and craniofacial development are complex adaptive processes influenced by diversity. Australian Dental Journal, 59, (1), 1-10.

Hart, E., Sim, K. (2014). On the life-long learning capabilities of a NELLI*: a hyper-heuristic optimisation system. In: (Ed.) Proceedings of PPSN, 13th International Conference on Parallel problem Solving from Nature, , () ( ed.). (pp. ). : . Springer.

Segredo, E., Seguro, C., Coromoto, L., Hart, E. (2014). A fuzzy logic controller applied to a diversity-based multi-objective evolutionary algorithm for single-objective optimisation. Soft Computing, , (), .

Sim, K., Hart, E. (2014). An Improved Immune Inspired Hyper-Heuristic for Combinatorial Optimisation Problems. In: (Ed.) Proceedings of GECCO 2014 (Genetic and Evolutionary Computation Conference), , () ( ed.). (pp. ). : . ACM Digital Library.

2013

Capodieci, N., Hart, E., Cabri, G. (2013). An immune network approach for self-adaptive ensembles of autonomic components: a case study in swarm robotics. In: (Ed.) Proceedings of ECAL 2013 - 12th European Conference on Artificial Life, , () ( ed.). (pp. ). : . MIT Press.

Capodieci, N., Hart, E., Cabri, G. (2013). Designing Self-Aware Adaptive Systems: from Autonomic Computing to Cognitive Immune Networks. In: (Ed.) Proceedings of SASO Workshops 2013, , () ( ed.). (pp. ). : . IEEE.

Hart, E., Read, M., McEwan, C., Aickelin, U., Greensmith, J. (2013). On the Role of the AIS Practitioner. In: (Ed.) Proceedings of ECAL 2013 - 12th European Conference on Artificial Life, , () ( ed.). (pp. ). : . MIT Press.

Sim, K., Hart, E. (2013). Generating Single and Multiple Cooperative Heuristics for the One Dimensional Bin Packing Problem Using a Single Node Genetic Programming Island Model. In: Alba, E. (Ed.) Proceedgs of GECCO 2013, , () ( ed.). (pp. ). : . ACM SIGEVO.

Sim, K., Hart, E., Paechter, B. (2013). Learning to Solve Bin Packing Problems with an Immune Inspired Hyper-heuristic. In: (Ed.) Proceedings of ECAL 2013 - 12th European Conference on Artificial Life, , () ( ed.). (pp. ). : . MIT Press.

Urquhart, N., Scott, C., Hart, E. (2013). Incorporating Emissions Models within a Multi-Objective Vehicle Routing Problem. In: (Ed.) Proceedings of the 15th Annual Conference Companion on Genetic and Evolutionary Computation, , () ( ed.). (pp. ). : . ACM.

Urquhart, N., Scott, C., Hart, E. (2013). Using Graphical Information Systems to improve vehicle routing problem instances. In: (Ed.) GECCO'13 Companion, , () ( ed.). (pp. ). : . .

2012

Sim, K., Hart, E., Paechter, B. (2012). A Hyper-Heuristic Classifier for One Dimensional Bin Packing Problems: Improving Classification Accuracy by Attribute Evolution. In: (Ed.) Parallel Problem Solving from Nature: PPSN XII, Lecture Notes in Computer Science, 7492, () ( ed.). (pp. 348-357). Taormina: . Springer Verlag.

2011

Hart, E., McEwan, C., Timmis, J., Hone, A. (Eds.) (2011). Advances in artificial immune systems (Special Issue of Evolutionary Intelligence), 4, () (2 ed.). : . Springer.

Hart, E., Davoudani, D. (2011). An Engineering-Informed Modelling Approach to AIS. In: (Ed.) LNCS 6285, Proceedings of International Conference on Artificial Immune Systems (ICARIS 2010), 6825, () ( ed.). (pp. ). : . Springer-Verlag.

Hart, E., Jansen, T., Timmis, J. (2011). Artificial Immune Systems (Dagstuhl Seminar 11172). Periodical Dagstuhl Reports, 1172(), ..

Hart, E. (2011). Biologcal Networks. In: Gargaud, M., Amils, R., Quintanilla, J., Cleaves, H., Irvine, William M. (Eds.) Encyclopedia of Astrobiology , , () ( ed.). (pp. 179-182). : . Springer-Verlag.

Helgason, I., Bradley, J., Egan, C., Paechter, B., Hart, E. (2011). This Pervasive Day: Creative Interactive Methods for Encouraging Public Engagement with FET Research . In: (Ed.) Fet 11 essence, , () ( ed.). (pp. ). : . Elsevier.

McEwan, C., Hart, E. (2011). On Clonal Selection. Theoretical Computer Science, 412, (6), 502-516.

2010

Hart, E., McEwan, C., Timmis, J., Hone, A. (Eds.) (2010). Artificial Immune Systems, ICARIS 2010, Proceedings of 9th International Confernence, LNCS 6209, () ( ed.). Edinburgh: . Springer.

Hart, E., McEwan, C. (2010). Clonal Selection from First Principles. In: Hart, E., McEwan, C., Timmis, J., Hone, A. (Eds.) Artificial Immune Systems, Proceedings of 9th International Conference, ICARIS 2010, LNCS 6298, () ( ed.). (pp. 18-32). Edinburgh: . Springer.

Hart, E., Altman, E., Basar, T., Miorandi, D., Moustakas, A., Toumpis, S. (Eds.) (2010). Computer Networks (Special Issue), 54 (6), () ( ed.). : . Elsevier.

Hart, E., Paechter, B. (2010). Towards Self-Aware PerAda Systems. In: Hart, E. (Ed.) Proceedings of 9th International Conference on Artificial Immune Systems, LNCS 6209, () ( ed.). (pp. 314-216). : . Springer.

Rasheed, T., Hart, E., Falconer, R., Bown, J. (2010). Symbiotic Cognitive Networks: a proposal. In: Hart, E. (Ed.) Proceedings of 9th International Conference on Artificial Immune Systems, LNCS 6209, () ( ed.). (pp. 326-328). : . Springer.

Scott, C., Urquhart, N., Hart, E. (2010). Influence of Topology and Payload on CO2 Optimised Vehicle Routing. In: Chio, C. (Ed.) Applications of Evolutionary Computation, , () ( ed.). (pp. ). Istanbul: . Springer Berlin / Heidelberg.

Timmis, J., Andrews, P., Hart, E. (2010). On Artificial Immune Systems and Swarm Intelligence. Swarm Intelligence, 4, (4), 247-273.

Urquhart, N., Hart, E., Scott, C. (2010). Building low CO2 solutions to the Vehicle Routing Problem with Time Windows using an Evolutionary Algorithm. In: (Ed.) Procedings of CEC 2010, , () ( ed.). (pp. ). Barcelona: . IEEE.

Urquhart, N., Scott, C., Hart, E. (2010). Using an evolutionary algorithm to discover low CO2 tours within a Travelling Salesman Problem. In: al., C. De Chio et (Ed.) Evo Applications 2010, Part II, LNCS 6025, () ( ed.). (pp. 421-430). : . Springer-Verlag.

2009

Hart, E., Davoudani, D. (2009). Dendritic Cell Trafficking: from Immunology to Engineering. In: (Ed.) Artificial Immune Systems, , , () ( ed.). (pp. 11-13). : . Springer-Verlag.

Hart, E. (2009). Exploiting Collaborations in the Immune System: The Future of Artificial Immune Systems. In: Mumford, C., Jain, Lakhmi C. (Eds.) Computational Intelligence: Collaboration, Fusion and Emergence, , () ( ed.). (pp. 527-560). : . Springer-Verlag.

Hart, E., Davoudani, D., McEwan, C. (2009). Exploiting Collaborations in the Immune System: The Future of Artificial Immune Systems. In: Mumford, C., Jain, L. (Eds.) Computational Intelligence: Collaboration, Fusion and Intelligence, 1, () ( ed.). (pp. 527-561). : . Springer-Verlag.

Hart, E., Bersini, H., Santos, F. (2009). Structure versus function: a topological perspective on immune networks. Natural Computing, 9, (3), 603-624.

Hart, E. (2009, 17 November 2009). The secret life of the immune system: inspiring pervasive systems. PerAda Magazine, .

McEwan, C., Hart, E. (2009). On AIRS and Clonal Selection for Machine Learning. In: (Ed.) Artificial Immune Systems, 5666/2009, () ( ed.). (pp. 67-79). : . Springer Berlin / Heidelberg.

McEwan, C., Hart, E. (2009). Representation in the (Artificial) Immune System. J Mathematical Modelling and Algorithms, 8, (), 149.

2008

Davoudani, D., Hart, E., Paechter, B. (2008). Computing the State of Specknets: An Immune-Inspired Approach. In: (Ed.) Performance Evaluation of Computer and Telecommunication Systems, 2008. SPECTS 2008. International Symposium on, , () ( ed.). (pp. 52-59). Edinburgh: . IEEE Computer Society Press.

Davoudani, D., Hart, E., Paechter, B. (2008). Computing the State of Specknets: Further Analysis of an Innate Immune-Inspired Model. In: Bentley, P., Lee, D., Jung, S. (Eds.) Artificial Immune Systems, 7th International Conference, ICARIS 2008, Phuket, Thailand, August 2008, Proceedings, 5132, () ( ed.). (pp. 95-106). Phuket, Thailand: . Springer Berlin / Heidelberg.

Hart, E., Timmis, J. (2008). Application Areas of AIS: The Past, Present and Future. Applied Soft Computing, 8, (1), 191-201.

McEwan, C., Hart, E., Paechter, B. (2008). Boosting the Immune System. In: (Ed.) Artificial Immune Systems, , () ( ed.). (pp. ). : . Springer Berlin Heidelberg.

Timmis, J., Hart, E., Hone, A., Neal, M., Robins, A., Stepney, S., Tyrrell, A. (2008). Immuno-Engineering. In: (Ed.) 2nd IFIP International Conference on Biologically Inspired Collaborative Computing, , () ( ed.). (pp. ). 20th IFIPWorld Computer Congress, Milan, Italy: . IEEE Computer Society Press.

2007

Davoudani, D., Hart, E., Paechter, B. (2007). An Immune Inspired Approach to Speckled Computing. In: (Ed.) Artificial Immune Systems: Proceedings of 6th International Conference, ICARIS 2007, , () ( ed.). (pp. 288-299). : . Springer-Verlag.

Hart, E., Bersini, H., Santos, F. (2007). How Affinity Influences Tolerance in an Idiotypic Network. J. Theoretical Biology, , (), .

Hart, E., Davoudani, D., McEwan, C. (2007). Immunological Inspiration for building a new generation of autonomic systems. In: (Ed.) First International Conference on Autonomic Computing and Communication Systems, , () ( ed.). (pp. ). : . ACM Digital Library.

Hart, E., Santos, F., Bersini, H. (2007). Topological Constraints in the Evolution of Idiotypic Networks. In: (Ed.) Artificial Immune Systems: Proceedings of 6th International Conference, ICARIS 2007, , () ( ed.). (pp. 252-263). : . Springer-Verlag.

McEwan, C., Hart, E. (2007). Revisiting the Central and Peripheral Immune System. In: (Ed.) Artificial Immune Systems: Proceedings of 6th International Conference, ICARIS 2007, , () ( ed.). (pp. ). : . Springer-Verlag.

2005

Hart, E., Ross, P., Corne, D. (2005). Evolutionary Scheduling: A Review. Genetic Programming and Evolable Machines, , (2), 191-220.

Hart, E., Ross, P. (2005). The Impact of the Shape of Antibody Recognition Regions on the Emergence of Idiotypic Networks. International Journal of Unconventional Computing, 1, (3), 281-313.

Timmis, J., de Castro, L., Knight, T., Hart, E. (2005). An Overview of Artificial Immune Systems. In: Paton, R. (Ed.) Computation in Cells and Tissues: Perspectives and Tools of Thought, , () ( ed.). (pp. ). : . Springer-Verlag.

2004

Gottlieb, J., Hart, E., Middendorf, M., Raidl, G., Reeves, C. (Eds.) (2004). Special Issue: Journal of Mathematical Modelling and Algorithms, 3, (4) ( ed.). : . .

2003

Burke, E., Kendall, G., Newall, ., Hart, E., Ross, P., Schulenburg, S. (2003). Hyper Heuristics: An Emerging Direction in Modern Search Technology. In: Glover, ., Kochenberger, . (Eds.) Handbook of MetaHeuristics, , () ( ed.). (pp. ). : . Kluwer.

Hart, E., Timmis, J., Bentley, . (Eds.) (2003). Artificial Immune Systems: Proceedings of the 2nd International Conference,, , () ( ed.). : . Springer-Verlag.

Hart, E., Ross, P. (2003). Expoiting the Analogy between the Immune System and Sparse Distributed Memory. Genetic Programming and Evolable Machines, , (), 33-358.

Ross, P., Hart, E., Corne, D. (2003). Genetic Algorithms and Timetabling. In: Ghosh, A., Tsutsui, K. (Eds.) Advances in Evolutionary Optimisation, , () ( ed.). (pp. ). : . Springer-Verlag.

Ross, P., Hart, E., Lawson, A., Webb, A., Prem, E., Poelz, P., Morgavi, G. (2003). Requirements for getting a robot to grow-up. In: (Ed.) In Proceedings of the 7th European Conference on Artificial Life, ECAL 14 - 17 September 2003, , () ( ed.). (pp. ). : . Springer-Verlag.

Webb, A., Hart, E., Ross, P., Lawson, A. (2003). Controlling a Simulated Khepera with an XCS Classifier System with Memory. In: (Ed.) Proceedings of the 7th European Conference on Artificial Life, ECAL 14 - 17 September 2003, 2003, () ( ed.). (pp. ). : . Springer-Verlag.

2002

Ross, P., Hart, E. (2002). Combining Choices of Heuristics. In: Sarker, R., Mohammadian, M., Yao, X. (Eds.) Evolutionary Optimization, , () ( ed.). (pp. ). : . Kluwer.

2001

Hart, E., Ross, P. (2001). Clustering Moving Data with a Modified Immune Algorithm. In: (Ed.) Applications of Evolutionary Computing, EvoWorkshops 2001, , () ( ed.). (pp. 394-404). : . .

2000

Hart, E., Ross, P. (2000). Enhancing the performance of a GA through visualisation. In: (Ed.) Proceedings of GECCO-2000, , () (July ed.). (pp. ). Las Vegas: . Morgan Kaufmann.

Ross, P., Hart, E., Corne, D. (2000). Genetic Algorithms and Timetabling. In: Ghosh, A., Tsutsui, K. (Eds.) Recent Advanced and Current Practice in Evolutionary Computing, , () ( ed.). (pp. ). : . Springer-Verlag.

1999

Hart, E., Ross, P. (1999). An Immune System Approach to Scheduling in Changing Environments. In: Banzhaf, W., Daida, J., Eiben, A.E., Garzon, M., Honavar, V., Jakiela, M., Smith, R. (Eds.) Proceedings of the Genetic and Evolutionary Computation Conference, , () ( ed.). (pp. 1559-1565). San Francisco, CA: . Morgan Kaufmann.

Hart, E., Ross, P. (1999). The evolution and analysis of a potential antibody library for use in job-shop scheduling. In: Corne, ., Dorigo, M., Glover, F. (Eds.) New Ideas in Optimisation, , () ( ed.). (pp. 185-202). : . McGraw-Hill.

Hart, E., Ross, P., Nelson, J. (1999). `Scheduling Chicken Catching -- An Investigation Into The Success Of A Genetic Algorithm On A Real World Scheduling Problem. In: Glass, C.A., Potts, C.N., Strusevich, V.A., Weber, R.R. (Eds.) Models and Algorithms for Planning and Scheduling Problems: Cambridge Workshop Annals of Operations Research, vol 92, () ( ed.). (pp. 363-380). : . Baltzer.

1998

Ross, P., Hart, E. (1998). A Comparison of Dominance Mechanisms and Simple Mutation on Non-stationary Problems. In: (Ed.) Parallel Problem Solving from Nature V, , () ( ed.). (pp. 139-149). : . .