Emma Hart
Emma Hart

Prof Emma Hart

Professor

Biography

Prof. Hart gained a 1st Class Honours Degree in Chemistry from the University of Oxford, followed by an MSc in Artificial Intelligence from the University of Edinburgh. Her PhD, also from the University of Edinburgh, explored the use of immunology as an inspiration for computing, examining a range of techniques applied to optimisation and data classification problems. 

She moved to Edinburgh Napier University in 2000 as a lecturer, and was promoted to a Chair in 2008 where she leads a group in Nature-Inspired Intelligent Systems, specialising in optimisation and learning algorithms applied in domains that range from combinatorial optimisation to robotics. Her work mainly involves development of algorithms inspired by biological evolution to discover novel solutions to challenging problems.

She was appointed as Editor-in-Chief of Evolutionary Computation (MIT Press) in 2017. She has been invited to give keynotes at major international conferences including CLAIO 2020, IEEE CEC 2019, EURO 2016 and UKCI 2015 and was General Chair of PPSN 2016, and as a Track Chair at GECCO for several years. She is an elected member of the Executive Board of the ACM SIG on Evolutionary Computation.

More broadly, she invited member of the UK Operations Research Society Research Panel, and in Scotland, co-leads the Artificial Intelligence theme within SICSA. She was appointed as a panel member for REF2021 (UoA11 Computer Science). In 2020 she was appointed to the Steering Committee that developed Scotland's AI Strategy published in 2021 . She has a sustained track record of obtaining funding from the EU, EPSRC and of engaging with industry via KTP projects and consultancy, and participates enthusiastically in public-engagement activity, e.g Pint of Science.

Her work in evolutionary robotics has attracted significant media attention, e.g. in New Scientist, the Guardian, Telegraph and the Conversation. In 2021, she gave a TED Talk on Evolutionary Robotics, available online

News

Events

Esteem

Advisory panels and expert committees or witness

  • Scottish Government Steering Committee: AI Strategy
  • Royal Society’s International Networks Committee
  • Invited to co-lead SICSA Research Theme on Artificial Intelligence
  • Member of Royal Society delegation of UK scientists in UK-Russia Frontiers of Science Symposium (Kazan)
  • Elected to the Executive Board of the ACM Special Interest Group SIGEVO
  • Invited to join the IEEE CIS Evolutionary Computation Technical Committee for 2012
  • Appointed to the UK Operational Research Society Research Panel

 

Conference Organising Activity

  • Senior Program Committee Member AAAI-19
  • Track Chair: Complex Systems @ GECCO 2017
  • General Chair of PPSN 2016, Edinburgh
  • Workshop Chair: IEEE SASO, 2nd Workshop on Fundamentals of Collective Systems, London,
  • Workshop Chair: IEEE SASO 2011, 1st Workshop on Self-Awareness in Autonomic Computing USA
  • Workshop Chair, Real-World-Optimisation @ GECCO 2013
  • Workshop Chair: 2nd Awareness workshop at IIEEE SASO 2012 : Challenges for Achieving Self-awareness in Autonomic Systems
  • Technical chair of IEEE Congress on Evolutionary Computing (CEC), 2009
  • Workshop co-chair: ALIFE 2016, 2nd Workshop on Steering Complex Systems (Cancun, Mexico)
  • Program Chair of the ninth IEEE International Conference on Self-Adaptive and Self- Organizing Systems (2015)
  • Chair of Workshop in Self-Organisation in Pervasive Adaptive Systems, at IEEE SASO 2010, Budapest. 28th September 2010
  • Track Chair: Artificial Immune Systems at GECCO 2014, an ACM SIGEVO Conference.
  • Track Chair: Artificial Immune Systems and Biological and Medical Applications, Genetic & Evolutionary Computation Conference, GECCO 2016
  • Track Chair. Real-World Applications of Optimisation at GECCO 2015 (ACM)
  • Technical Chair BioNETICS 2009, Avignon
  • General Chair: 9th International Conference on Artificial Immune Systems at Edinburgh Napier
  • Technical Chair of Bionetics 2011, York, UK
  • Workshop Chair: • ECAL 2013, 1st Workshop on Fundamentals of Collective Systems, Italy
  • Co-chair and organiser, Dagstuhl Seminar on Artificial Immune Systems, 2011
  • Workshop co-chair: Steering Complex Adaptive Systems, ECAL 2015: 12th International Conference on Artificial Life

 

Editorial Activity

  • Guest Editor: Scalable Computing: Practice and Experience (Special Issue on Collective Adaptive Systems)
  • Guest Editor: Swarm Intelligence: (Special Issue on Artificial Immune Systems) 2010
  • Associate Editor of the Journal of Evolutionary Computation (MITPress)
  • Editorial Board: International Journal Metaheuristics
  • Editor-in-Chief of Evolutionary Computation (MIT Press)
  • Guest Editor: Special Issue of J. Evolutionary Intelligence on Aspects of Artificial Immune Systems
  • Editor of the ACM SIGEVO newsletter

 

Fellowships and Awards

  • Leverhulme Research Fellowship

 

Grant Reviewer

  • Grant reviewer: Carnegie Trust
  • Grant reviewer: Leverhulme Trust
  • Re-elected to EPSRC peer review college

 

Invited Speaker

  • Invited Talk: University of St Andrews (Computer Science)
  • Invited Talk: Tecnologico de Monterrey, Mexico
  • Invited Seminar: University of Aberystwyth: Seminar, Life Long Learning in Optimisation
  • AHDB Smart Agriculture Conference (Invited Speaker)
  • University of Stirling: Research Seminar
  • University of Nottingham Research Seminar
  • Keynote: 15th UK Conference on Computational Intelligence (UKCI 
2015
  • Inivited Talk: Mathematical Modelling of Wind Risk, Arcachon, France. Optimisation for Forestry
  • Invited Speaker: Women@GECCO workshop, GECCO 2015
  • Keynote Speaker at 28th European Conference on Operational Research in Poznan in July 2016

 

Media Activity

  • FOCAS project featured in EU FET newsletter
  • The PerAda project hosted a public debate "Emotion as Interface" at Edinburgh International Science Festival, chaired by Emma Hart, with panel guests Prof Kevin Warwick, Prof Nikola Serbedzija, ad Dr Jenny Tillotson

 

Research Degree External Examining

  • PhD Examiner: University of Cardiff (School of Mathematics)
  • Phd External Examiner Queen Mary University
  • PhD Examiner: Robert Gordon University
  • PhD Examiner University of Edinburgh
  • PhD Examiner: University of York
  • PhD Examiner: University of Hong Kong
  • PhD Examiner: University of Aberytwyth
  • PhD Examiner: Manchester Metropolitan
  • PhD examiner, University of Pretoria, South Africa
  • PhD Examiner University of Kent Canterbury
  • PhD Examiner University of YorK (Computer Science)
  • PhD Examiner: Swinburne University of Technology, Australia
  • PhD at the University of Cardiff, in the School of Computer Science and Informatics
  • PhD examiner at the University of York
  • PhD examiner, University of Nottingham
  • PhD external examiner at Hong Kong Polytechnic University

 

Date


161 results

Hyper-heuristics: learning to combine simple heuristics in bin-packing problems.

Conference Proceeding
Ross, P., Schulenburg, S., Marin-Blazquez, J. G. & Hart, E. (2002)
Hyper-heuristics: learning to combine simple heuristics in bin-packing problems. ISBN 1558608788
Evolutionary algorithms (EAs) often appear to be a ‘black box’, neither offering worst-case bounds nor any guarantee of optimality when used to solve individual problems. They...

Improving street based routing using building block mutations.

Conference Proceeding
Urquhart, N. B., Ross, P., Paechter, B., & Chisholm, K. (2002)
Improving street based routing using building block mutations. In J. Gottlieb, E. Hart, & S. Cagnoni (Eds.), Applications of Evolutionary Computing: EvoWorkshops 2002: EvoCOP, EvoIASP, EvoSTIM/EvoPLAN Kinsale, Ireland, April 3–4, 2002 Proceedings. , (189-202). https://doi.org/10.1007/3-540-46004-7_33
Street based routing (SBR) is a real-world inspired routing problem that builds routes within an urban area for mail deliveries. The authors have previously attempted to solve...

Combining choices of heuristics.

Book
Ross, P., & Hart, E. (2001)
Combining choices of heuristics. In R. Sarker, M. Mohammadian, & X. Yao (Eds.), Evolutionary Optimization, 229-252. Kluwer

Exploiting the analogy between immunology and sparse distributed memory.

Conference Proceeding
Hart, E., & Ross, P. (2001)
Exploiting the analogy between immunology and sparse distributed memory. In J. Timmis, & P. J. Bentley (Eds.), ICARIS 2002 : 1st International Conference on Artificial Immune Systems, 59-67
The relationship between immunological memory and a class of associative memories known as sparse distributed memories (SDM) is well known. This paper proposes a new model for...

Multiple-goal learning in robots using the MAXSON neural network architecture.

Conference Proceeding
Webb, A., Ross, P., & Hart, E. (2001)
Multiple-goal learning in robots using the MAXSON neural network architecture. In B. Hallam, D. Floreano, G. Hayes, J. A. Meyere, & J. Hallam (Eds.), SAB'02 Workshop: On Growing Up Artifacts that Live - Basic Principles and Future Trends
No abstract available.

GAVEL - a new tool for genetic algorithm visualization

Journal Article
Ross, P., Hart, E., & Ross, P. (2000)
GAVEL - a new tool for genetic algorithm visualization. IEEE Transactions on Evolutionary Computation, 5(4), 335-348. doi:10.1109/4235.942528
Abstract—This paper surveys the state of the art in evolutionary algorithm visualization and describes a new tool called GAVEL. It provides a means to examine in a generationa...

Street-based routing using an evolutionary algorithm

Conference Proceeding
Urquhart, N. B., Paechter, B., & Chisholm, K. (2001)
Street-based routing using an evolutionary algorithm. In E. J. W. Boers, J. Gottlieb, P. L. Lanzi, R. E. Smith, S. Cagnoni, E. Hart, …H. Tijink (Eds.), Applications of Evolutionary Computing: EvoWorkshops 2001: EvoCOP, EvoFlight, EvoIASP, EvoLearn, and EvoSTIM, Proceedings. , (495-504). https://doi.org/10.1007/3-540-45365-2_51
Much research has been carried out into solving routing problems using both Evolutionary Techniques and other methods. In this paper the authors investigate the usage of an Ev...

Clustering Moving Data with a Modified Immune Algorithm

Conference Proceeding
Hart, E., & Ross, P. (2001)
Clustering Moving Data with a Modified Immune Algorithm. In E. Boers (Ed.), Applications of Evolutionary Computing, 394-403. https://doi.org/10.1007/3-540-45365-2_41
In this paper we present a prototype of a new model for performing clustering in large, non-static databases. Although many machine learning algorithms for data clustering hav...

Real-world applications of evolutionary computing

Conference Proceeding
Cagnoni, S., Poli, R., Smith, G. D., Corne, D., Oates, M., Hart, E., …Fogarty, T. C. (2000)
Real-world applications of evolutionary computing. In Proceedings of EvoWorkshops 2000
This book constitutes the refereed proceedings of six workshops on evolutionary computation held concurrently as EvoWorkshops 2000 in Edinburgh, Scotland, UK, in April 2000. T...

Optimising an evolutionary algorithm for scheduling

Conference Proceeding
Urquhart, N. B., Chisholm, K., & Paechter, B. (2000)
Optimising an evolutionary algorithm for scheduling. In S. Cagnoni, R. Poli, G. D. Smith, D. Corne, M. Oates, E. Hart, …T. C. Fogarty (Eds.), Real-World Applications of Evolutionary Computing: EvoWorkshops 2000: EvoIASP, EvoSCONDI, EvoTel, EvoSTIM, EvoRob, and EvoFlight, Proceedings. , (307-318). https://doi.org/10.1007/3-540-45561-2_30
This paper examines two techniques for setting the parameters of an evolutionary Algorithm (EA). The example EA used for test purposes undertakes a simple scheduling problem. ...

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