Steven Prestwich
Job Title:
Co-Principal Investigator
Group Leader
Research Group:
Insight Affiliation:
UCC
Email:
steven.prestwich@insight-centre.org
Biography:
Steve works on optimisation: making decisions so that things work better. This can involve many technologies: constraint/integer/dynamic/stochastic/robust/bilevel programming, Boolean satisfiability, evolution and neuroevolution, reinforcement learning, and anything else that works (often hybrid methods). Steve also works on aspects of machine learning and data analytics: feature selection, feature learning, deep learning and clustering. He also works on combining optimisation and machine learning to solve large-scale problems from industry.
Publications
- Journal: Survey Methodology,Authors
Mervyn OLuing, Steven Prestwich, S. Armagan Tarim
Publication DetailsConference Name:Type:Date: 2022Refereed Original Article - Journal: Annals of Operations Research,Authors
Federico Toffano, Michele Garraffa, Yiqing Lin, Steven Prestwich, Helmut Simonis, Nic Wilson
Publication DetailsConference Name:Type:Date: 2021Refereed Original Article - Authors
Adejuyigbe Fajemisin, Laura Climent, Steven Prestwich
Publication DetailsConference Name:Type:Date: 2021Refereed Original Article - Journal: Annals of Mathematics and Artificial Intelligence ,Authors
Steven Prestwich, Eugene Freuder, Barry O'Sullivan, David Browne
Publication DetailsConference Name:Type:Date: 2021Refereed Original Article - Journal: European Journal of Operational Research,Authors
Andrea Visentin, Steven Prestwich, Roberto Rossi, Armagan Tarim
Publication DetailsConference Name:Type:Date: 2021Refereed Original Article - Journal: International Journal of Forecasting,Authors
Steven Prestwich, Armagan Tarim, Roberto Rossi
Publication DetailsConference Name:Type:Date: 2020Refereed Original Article - Journal: ACM Journal of Experimental Algorithmics,Publication DetailsConference Name:Type:Date: 2020Refereed Original Article
- AuthorsPublication DetailsType:Proceedings: 24th European Conference on Artificial Intelligence, Date: 2020Location: Spain,Refereed Conf./Meeting Proceeding
- Journal: Remote Sensing 2020 ,AuthorsPublication DetailsConference Name:Type:Date: 2020Refereed Original Article
- Conference Name: 27th AIAI Irish Conference on Artificial Intelligence and Cognitive Science ,Authors
David Browne, Steven Prestwich, Michael Giering
Publication DetailsType:Proceedings: http://ceur-ws.org, Date: 2019Location: Ireland,Refereed Conf./Meeting Proceeding - Journal: Survey Methodology,Authors
Mervyn O'Luing, Steven Prestwich, Armagan Tarim
Publication DetailsConference Name:Type:Date: 2019Refereed Original Article - Conference Name: 6th World Congress on Global Optimization ,Authors
Andrea Visentin, Steven Prestwich, Roberto Rossi, Armagan Tarim
Publication DetailsType:Proceedings: Optimization of Complex Systems: Theory, Models, Algorithms and Applications, Date: 2019Location: France,Refereed Conf./Meeting Proceeding - Conference Name: IEEE IoT World Forum 2019 ,Authors
David Browne, Steven Prestwich, Michael Giering
Publication DetailsType:Proceedings: https://ieeexplore.ieee.org, Date: 2019Location: Ireland,Refereed Conf./Meeting Proceeding - Conference Name: 6th World Congress on Global Optimization ,Authors
Ade Fajemisin, Laura Climent, Steven Prestwich
Publication DetailsType:Date: 2019Location: France,Refereed Conf./Meeting Proceeding - Conference Name: 9th IFAC Conference on Manufacturing Modelling, Management and Control ,AuthorsPublication DetailsType:Date: 2019Location: Germany,Refereed Conf./Meeting Proceeding
- Conference Name: General Conference Artificial Intelligence (GCAI) 2018 ,Authors
Steven Prestwich, Roberto Rossi, Armagan Tarim, Andrea Visentin
Publication DetailsType:Date: 2018Location: Luxembourg,Refereed Conf./Meeting Proceeding - Journal: Annals of Mathematics and Artificial Intelligence,Authors
Steven Prestwich, Armagan Tarim, Ibrahim Ozkan
Publication DetailsConference Name:Type:Date: 2018Refereed Original Article - Conference Name: AAAI 2018 ,Authors
John Mitro, Derek Bridge, Steven Prestwich
Publication DetailsType:Proceedings: The Workshops of the Thirty-Second AAAI Conference on Artificial Intelligence, Date: 2018Location: United States of America,Refereed Conf./Meeting Proceeding - Conference Name: European Conference on Stochastic Optimization ECSO 2017 ,Authors
Steven Prestwich, Armagan Tarim, Roberto Rossi
Publication DetailsType:Date: 2017Location: Italy,Refereed Conf./Meeting Proceeding - Conference Name: Scalable Uncertainty Management 2017 - 11th International Conference ,AuthorsPublication DetailsType:Proceedings: Lecture Notes in Computer Science 10564, Springer 2017, Date: 2017Location: Spain,Refereed Conf./Meeting Proceeding
- Conference Name: 11th Multi Conference on Computer Science and Information Systems (MCCSIS) ,Authors
David Browne, Carlo Manna, Steven Prestwich
Publication DetailsType:Proceedings: IADIS International Conference Big Data Analytics, Data Mining and Computational Intelligence 2017 (part of MCCSIS 2017) , Date: 2017Location: Portugal,Refereed Conf./Meeting Proceeding - Conference Name: 2nd Global Conference on Artificial Intelligence (GCAI 2016) ,Authors
Steven Prestwich, Armagan Tarim, Roberto Rossi
Publication DetailsType:Date: 2016Location: Germany,Refereed Conf./Meeting Proceeding - Conference Name: 24th Irish Conference on Artificial Intelligence and Cognitive Science (AICS) 2016 ,Authors
David Browne, Carlo Manna, Steven Prestwich
Publication DetailsType:Proceedings: to be appear, Date: 2016Location: Ireland,Refereed Conf./Meeting Proceeding - Conference Name: CP 2016 - Workshop on Constraint Modelling and Reformulation ,Authors
Steven Prestwich, Armagan Tarim, Roberto Rossi
Publication DetailsType:Proceedings: The Proceedings of the 22nd International Conference on Principles and Practices of Constraint Programming, Date: 2016Location: France,Refereed Conf./Meeting Proceeding - Conference Name: Joint European Conference on Machine Learning and Knowledge Discovery in Databases ,Authors
Andrea Visentin, Steven Prestwich, S. Armagan Tarim
Publication DetailsType:Date: 2016Location: Italy,Refereed Conf./Meeting Proceeding - Conference Name: Learning and Intelligent Optimization Conference (LION) ,Publication DetailsType:Proceedings: Proceedings on Learning and Intelligent Optimization Conference (LION), Date: 2016Location: Italy,Refereed Conf./Meeting Proceeding
- Conference Name: 14th International Symposium on Artificial Intelligence and Mathematics ,Authors
Steven Prestwich, Armagan Tarim, Ibrahim Ozkan
Publication DetailsType:Date: 2016Location: United States of America,Refereed Conf./Meeting Proceeding - Journal: Artificial Intelligence,Authors
Roberto Rossi, Brahim Hnich, Armagan Tarim, Steven Prestwich
Publication DetailsConference Name:Type:Date: 2015Refereed Original Article - Conference Name: International Conference on Principles and Practice of Constraint Programming ,Authors
Steven Prestwich, Roberto Rossi, Armagan Tarim
Publication DetailsType:Date: 2015Location: Ireland,Refereed Conf./Meeting Proceeding - Conference Name: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) 2015 ,Authors
Steven Prestwich, Ade Fajemisin, Laura Climent, Barry O'Sullivan
Publication DetailsType:Date: 2015Location: Portugal,Refereed Conf./Meeting Proceeding - Conference Name: ICTAI 2014, IEEE International Conference on Tools with Artificial Intelligence ,Authors
Carlo Manna, Steven Prestwich
Publication DetailsType:Proceedings: ,-,, Date: 2014Location: Cyprus,Refereed Conf./Meeting Proceeding - Authors
Steven Prestwich, Armagan Tarim, Roberto Rossi, Brahim Hnich
Publication DetailsConference Name:Type:Date: 2014Refereed Original Article - Journal: International Journal of Forecasting,Authors
Steven Prestwich, Armagan Tarim, Roberto Rossi, Brahim Hnich
Publication DetailsConference Name:Type:Date: 2014Refereed Original Article - Journal: European Journal of Operational Research,Authors
Roberto Rossi, Steven Prestwich, Armagan Tarim, Brahim Hnich
Publication DetailsConference Name:Type:Date: 2014Refereed Original Article - Journal: International Journal of Production Research,Authors
Steven Prestwich, Roberto Rossi, Armagan Tarim, Brahim Hnich
Publication DetailsConference Name:Type:Date: 2014Refereed Original Article - Conference Name: 21st European Conference on Artificial Intelligence ,Authors
Steven Prestwich, Marco Laumanns, Ban Kawas
Publication DetailsType:Proceedings: in press, Date: 2014Location: Czech Republic,Refereed Conf./Meeting Proceeding - Conference Name: 21st European Conference on Artificial Intelligence ,Authors
Roberto Rossi, Steven Prestwich, Armagan Tarim
Publication DetailsType:Proceedings: in press, Date: 2014Location: Czech Republic,Refereed Conf./Meeting Proceeding - Journal: Artificial Intelligence ,Authors
David Allouche, Jessica Davies, Simon de Givry, George Katsirelos, Thomas Schiex, Isabelle Andre, Sophie Barbe, Seydou Traore, Steven Prestwich, Barry O'Sullivan
Publication DetailsConference Name:Type:Date: 2014Refereed Original Article - Journal: Applied Mathematics and Computation,Authors
Roberto Rossi, Armagan Tarim, Brahim Hnich, Steven Prestwich
Publication DetailsConference Name:Type:Date: 2014Refereed Original Article - Conference Name: 19th International Conference on Principles and Practice of Constraint Programming ,Authors
Steven Prestwich, Marco Laumanns, Ban Kawas
Publication DetailsType:Proceedings: Lecture Notes in Computer Science, Springer, Date: 2013Location: Sweden,Refereed Conf./Meeting Proceeding - Authors
Simon De Givry, Steven Prestwich, Barry O'Sullivan
Publication DetailsType:Proceedings: The 19th International Conference on Principles and Practice of Constraint Programming, Date: 2013Location: Sweden,Refereed Conf./Meeting Proceeding
Presentations
- Publication DetailsInsight Researchers: David Browne, Steven PrestwichNon-Insight Researchers: Michael GieringOrganising Body: NUI Galway, Event: AICS 2019, Venue: NUI GalwayDate: 05/12/2019Event Type: ConferencePresentation Type: Paper
- Publication DetailsInsight Researchers: Eugene Freuder, Steven Prestwich, David Browne, Barry O'SullivanEvent: The Third Workshop on Progress Towards the Holy Grail, Date: 30/09/2019Event Type: WorkshopPresentation Type: Oral Presentation
- Publication DetailsInsight Researchers: Andrea Visentin, Steven PrestwichNon-Insight Researchers: Armagan S Tarim, Roberto RossiEvent: 10th International Workshop on Lot Sizing, Venue: Conservatoire National des Arts et Métiers (CNAM), ParisDate: 22/08/2019Event Type: WorkshopPresentation Type: Plenary talk
- Publication DetailsInsight Researchers: David Browne, Steven PrestwichNon-Insight Researchers: Michael GieringOrganising Body: IEEE 5th World Forum on Internet of Things, Event: IEEE 5th World Forum on Internet of Things, Venue: LimerickDate: 18/04/2019Event Type: ConferencePresentation Type: Paper
- Publication DetailsInsight Researchers: Steven PrestwichOrganising Body: OR Society, Event: OR60 Anniversary Conference, Venue: Lancaster UniversityDate: 13/09/2018Event Type: ConferencePresentation Type: Invited speaker
- Publication DetailsInsight Researchers: Mervyn O’Luing, Steven PrestwichNon-Insight Researchers: Armagan TarimOrganising Body: Department of the Taoiseach, Event: What the Data Society Means for You - Data Summit 2017, Venue: Convention Centre, DublinDate: 15/06/2017Event Type: ConferencePresentation Type: Poster
- Publication DetailsInsight Researchers: Steven PrestwichEvent: CP'16 Workshop on Constraint Programming and Artificial Intelligence, Venue: ToulouseDate: 06/09/2016Event Type: WorkshopPresentation Type: Oral Presentation
- Publication DetailsInsight Researchers: Steven PrestwichEvent: CP'16 Workshop on Constraint Modelling and Reformulation, Venue: ToulouseDate: 06/09/2016Event Type: WorkshopPresentation Type: Paper
- Publication DetailsInsight Researchers: Steven PrestwichNon-Insight Researchers: Armagan Tarim, Roberto RossiEvent: European Conference of Operational Reseach (EURO) 2016, Date: 04/07/2016Event Type: ConferencePresentation Type: Paper
- Publication DetailsInsight Researchers: Steven PrestwichOrganising Body: Eindhoven University of Technology, Event: European Data Forum 2016, Venue: EindhovenDate: 28/06/2016Event Type: WorkshopPresentation Type: Poster
- Publication DetailsInsight Researchers: Steven PrestwichNon-Insight Researchers: Armagan TarimOrganising Body: Eindhoven University of Technology, Event: European Data Forum 2016, Venue: EindhovenDate: 28/06/2016Event Type: WorkshopPresentation Type: Poster
- Publication DetailsInsight Researchers: Steven PrestwichNon-Insight Researchers: S. Armagan TarimOrganising Body: Department of Computer Science UCC, Event: Research Review Day, Venue: Western Gate BuildingDate: 26/05/2016Event Type: ConferencePresentation Type: Poster
- Publication DetailsInsight Researchers: Steven PrestwichNon-Insight Researchers: S. Armagan TarimOrganising Body: Department of Computer Science UCC, Event: Research Review Day, Venue: Western Gate BuildingDate: 26/05/2016Event Type: ConferencePresentation Type: Poster
- Publication DetailsInsight Researchers: Mervyn O’Luing, Steven PrestwichNon-Insight Researchers: S. Armagan TarimOrganising Body: Research Data Alliance, Event: RDA Seventh Plenary Meeting, Venue: Hitotsubashi Hall ,National Center of Sciences Building 2F,2-1-2 Hitotsubashi,Chiyoda-ku,Tokyo 101-8439Date: 29/02/2016Event Type: ConferencePresentation Type: Poster
- Publication Details
- Publication DetailsInsight Researchers: Andrea Visentin, Steven PrestwichEvent: Insight Student Conference 2015, Date: 30/10/2015Event Type: ConferencePresentation Type: Poster
- Publication DetailsInsight Researchers: Steven PrestwichNon-Insight Researchers: Roberto RossiEvent: 27th European Conference on Operational Research - EURO 2015, Venue: University of Strathclyde Date: 15/07/2015Event Type: ConferencePresentation Type: Paper
- Publication DetailsInsight Researchers: Laura Climent, Steven PrestwichOrganising Body: European Association of Operational Research Societies, Event: 27th European Conference on Operational Research, Venue: University of Strathclyde, GlasgowDate: 12/07/2015Event Type: ConferencePresentation Type: Paper
- Publication DetailsInsight Researchers: Steven PrestwichEvent: 20th International Conference on Principles and Practice of Constraint Programming, Venue: Rotonde de l'INSA de LyonDate: 08/09/2014Event Type: ConferencePresentation Type: Poster
Conferences/Workshops/Seminars
- DetailsInsight ParticipantSteven PrestwichSponsor Organisationn/a, LocationFranceStart Date06/09/2016 to End Date06/09/2016