Robin C. Purshouse

57 papers A 7B 7C 13Misc 1Journal 17Unranked 10
YearRankTypeTitle / Venue / Authors
2025 — conf
Surrogate Strategies for Scalarisation-Based Multi-objective Bayesian Optimizers.
EMO (2)
Qingyu Mo, João A. Duro, Robin C. Purshouse
2024 J jnl
Commentary on Antosz et al. (2023): The role of macro-micro-macro frameworks and critical realism in agent-based modelling.
Environ. Model. Softw.
Robin C. Purshouse, Charlotte Buckley, Alan Brennan
2024 — conf
Decoupled Design of Experiments for Expensive Multi-objective Problems.
LION
Mickaël Binois, Jürgen Branke, Jonathan E. Fieldsend, Robin C. Purshouse
2024 Misc conf
Incorporating the COM-B Model for Behavior Change into an Agent-Based Model of Smoking Behaviors: An Object-Oriented Design.
WSC
David Tian, Hazel Y. Squires, Charlotte Buckley, Duncan Gillespie, Harry Tattan-Birch, Lion Shahab, Robert West, Alan Brennan, Jamie Brown, Robin C. Purshouse
2023 C conf
A Scalable Test Suite for Bi-objective Multidisciplinary Optimization.
EMO
Victoria Johnson, João A. Duro, Visakan Kadirkamanathan, Robin C. Purshouse
2023 — conf
A distributed multi-disciplinary design optimization benchmark test suite with constraints and multiple conflicting objectives.
GECCO Companion
Victoria Johnson, João A. Duro, Visakan Kadirkamanathan, Robin C. Purshouse
2023 J jnl
Can Social Norms Explain Long-Term Trends in Alcohol Use? Insights from Inverse Generative Social Science.
J. Artif. Soc. Soc. Simul.
Tuong Manh Vu, Charlotte Buckley, João A. Duro, Alan Brennan, Joshua M. Epstein, Robin C. Purshouse
2023 — ch.
Introduction to Many-Criteria Optimization and Decision Analysis.
Many-Criteria Optimization and Decision Analysis
Dimo Brockhoff, Michael Emmerich, Boris Naujoks, Robin C. Purshouse
2023 — book
Many-Criteria Optimization and Decision Analysis: State-of-the-Art, Present Challenges, and Future Perspectives
Many-Criteria Optimization and Decision Analysis
Dimo Brockhoff, Michael Emmerich, Boris Naujoks, Robin C. Purshouse
2023 J jnl
Methods for constrained optimization of expensive mixed-integer multi-objective problems, with application to an internal combustion engine design problem.
Eur. J. Oper. Res.
João A. Duro, Umud Esat Ozturk, Daniel C. Oara, Shaul Salomon, Robert J. Lygoe, Richard Burke, Robin C. Purshouse
2022 — conf
Toward scalable benchmark problems for multi-objective multidisciplinary optimization.
SSCI
Victoria Johnson, João A. Duro, Visakan Kadirkamanathan, Robin C. Purshouse
2021 — conf
Component-based design of multi-objective evolutionary algorithms using the Tigon optimization library.
GECCO Companion
João A. Duro, Daniel C. Oara, Ambuj K. Sriwastava, Yiming Yan, Shaul Salomon, Robin C. Purshouse
2021 J jnl
Liger: A cross-platform open-source integrated optimization and decision-making environment.
Appl. Soft Comput.
João A. Duro, Yiming Yan, Ioannis Giagkiozis, Stefanos Giagkiozis, Shaul Salomon, Daniel C. Oara, Ambuj K. Sriwastava, Jacqui Morison, Claire M. Freeman, Robert J. Lygoe, Robin C. Purshouse, Peter J. Fleming
2021 B conf
Simulation-based engineering design: solving parameter inference and multi-objective optimization problems on a shared simulation budget.
SMC
Oliver P. H. Jones, Jeremy E. Oakley, Robin C. Purshouse
2021 C conf
Using Multi-objective Grammar-Based Genetic Programming to Integrate Multiple Social Theories in Agent-Based Modeling.
EMO
Tuong Manh Vu, Eli Davies, Charlotte Buckley, Alan Brennan, Robin C. Purshouse
2020 J jnl
A Software Architecture for Mechanism-Based Social Systems Modelling in Agent-Based Simulation Models.
J. Artif. Soc. Soc. Simul.
Tuong Manh Vu, Charlotte Probst, Alexandra Nielsen, Hao Bai, Petra Meier, Charlotte Buckley, Mark Strong, Alan Brennan, Robin C. Purshouse
2020 — conf
Ethical Considerations for a Decision Making System for Autonomous Vehicles During an Inevitable Collision.
MED
Lalis Millán-Blanquel, Sandor M. Veres, Robin C. Purshouse
2020 J jnl
Multiobjective Genetic Programming Can Improve the Explanatory Capabilities of Mechanism-Based Models of Social Systems.
Complex.
Tuong Manh Vu, Charlotte Buckley, Hao Bai, Alexandra Nielsen, Charlotte Probst, Alan Brennan, Paul Shuper, Mark Strong, Robin C. Purshouse
2019 B conf
Toward a unified framework for model calibration and optimisation in virtual engineering workflows.
SMC
Oliver P. H. Jones, Jeremy E. Oakley, Robin C. Purshouse
2019 A conf
Toward inverse generative social science using multi-objective genetic programming.
GECCO
Tuong Manh Vu, Charlotte Probst, Joshua M. Epstein, Alan Brennan, Mark Strong, Robin C. Purshouse
2019 C conf
sParEGO - A Hybrid Optimization Algorithm for Expensive Uncertain Multi-objective Optimization Problems.
EMO
João A. Duro, Robin C. Purshouse, Shaul Salomon, Daniel C. Oara, Visakan Kadirkamanathan, Peter J. Fleming
2018 A conf
Collaborative multi-objective optimization for distributed design of complex products.
GECCO
João A. Duro, Yiming Yan, Robin C. Purshouse, Peter J. Fleming
2018 A conf
Component-level study of a decomposition-based multi-objective optimizer on a limited evaluation budget.
GECCO
Oliver P. H. Jones, Jeremy E. Oakley, Robin C. Purshouse
2018 — conf
Workshops at PPSN 2018.
PPSN (2)
Robin C. Purshouse, Christine Zarges, Sylvain Cussat-Blanc, Michael G. Epitropakis, Marcus Gallagher, Thomas Jansen, Pascal Kerschke, Xiaodong Li, Fernando G. Lobo, Julian F. Miller, Pietro S. Oliveto, Mike Preuss, Giovanni Squillero, Alberto Paolo Tonda, Markus Wagner, Thomas Weise, Dennis Wilson, Borys Wróbel, Ales Zamuda
2017 C conf
On the Effect of Scalarising Norm Choice in a ParEGO implementation.
EMO
Naveed Reza Aghamohammadi, Shaul Salomon, Yiming Yan, Robin C. Purshouse
2016 — conf
A Value-Focussed Decision Framework for Manufacturing Research Environments.
TE
C. E. Jeavons, J. S. Baldwin, J. McGourlay, Robin C. Purshouse
2016 J jnl
Developing policy analytics for public health strategy and decisions - the Sheffield alcohol policy model framework.
Ann. Oper. Res.
Alan Brennan, Petra Meier, Robin C. Purshouse, Rachid Rafia, Yang Meng, Daniel Hill-Macmanus
2015 J jnl
Agile Development of an Attitude-Behaviour Driven Simulation of Alcohol Consumption Dynamics.
J. Artif. Soc. Soc. Simul.
Daniel Moyo, Abdallah K. Ally, Alan Brennan, Paul Norman, Robin C. Purshouse, Mark Strong
2015 — conf
An Evolutionary Approach to Active Robust Multiobjective Optimisation.
EMO (2)
Shaul Salomon, Robin C. Purshouse, Gideon Avigad, Peter J. Fleming
2015 J jnl
An analysis of parameter sensitivities of preference-inspired co-evolutionary algorithms.
Int. J. Syst. Sci.
Rui Wang, Maszatul M. Mansor, Robin C. Purshouse, Peter J. Fleming
2015 J jnl
An overview of population-based algorithms for multi-objective optimisation.
Int. J. Syst. Sci.
Ioannis Giagkiozis, Robin C. Purshouse, Peter J. Fleming
2015 J jnl
Preference-inspired co-evolutionary algorithms using weight vectors.
Eur. J. Oper. Res.
Rui Wang, Robin C. Purshouse, Peter J. Fleming
2015 J jnl
The iPICEA-g: a new hybrid evolutionary multi-criteria decision making approach using the brushing technique.
Eur. J. Oper. Res.
Rui Wang, Robin C. Purshouse, Ioannis Giagkiozis, Peter J. Fleming
2014 B conf
A review of hybrid evolutionary multiple criteria decision making methods.
IEEE Congress on Evolutionary Computation
Robin C. Purshouse, Kalyanmoy Deb, Maszatul M. Mansor, Sanaz Mostaghim, Rui Wang
2014 J jnl
Active Robust Optimization: Enhancing Robustness to Uncertain Environments.
IEEE Trans. Cybern.
Shaul Salomon, Gideon Avigad, Peter J. Fleming, Robin C. Purshouse
2014 A conf
Evolutionary parameter estimation for a theory of planned behaviour microsimulation of alcohol consumption dynamics in an English birth cohort 2003 to 2010.
GECCO
Robin C. Purshouse, Abdallah K. Ally, Alan Brennan, Daniel Moyo, Paul Norman
2014 J jnl
General framework for localised multi-objective evolutionary algorithms.
Inf. Sci.
Rui Wang, Peter J. Fleming, Robin C. Purshouse
2014 J jnl
Generalized decomposition and cross entropy methods for many-objective optimization.
Inf. Sci.
Ioannis Giagkiozis, Robin C. Purshouse, Peter J. Fleming
2013 C conf
"Whatever Works Best for You"- A New Method for a Priori and Progressive Multi-objective Optimisation.
EMO
Rui Wang, Robin C. Purshouse, Peter J. Fleming
2013 C ed.
Evolutionary Multi-Criterion Optimization - 7th International Conference, EMO 2013, Sheffield, UK, March 19-22, 2013. Proceedings
EMO
Robin C. Purshouse, Peter J. Fleming, Carlos M. Fonseca, Salvatore Greco, Jane Shaw
2013 C conf
Generalized Decomposition.
EMO
Ioannis Giagkiozis, Robin C. Purshouse, Peter J. Fleming
2013 C conf
Multi-objective Optimisation for Social Cost Benefit Analysis: An Allegory.
EMO
Robin C. Purshouse, John McAlister
2013 A conf
On finding well-spread pareto optimal solutions by preference-inspired co-evolutionary algorithm.
GECCO
Rui Wang, Robin C. Purshouse, Peter J. Fleming
2013 C conf
Optimization of Adaptation - A Multi-objective Approach for Optimizing Changes to Design Parameters.
EMO
Shaul Salomon, Gideon Avigad, Peter J. Fleming, Robin C. Purshouse
2013 J jnl
Preference-Inspired Coevolutionary Algorithms for Many-Objective Optimization.
IEEE Trans. Evol. Comput.
Rui Wang, Robin C. Purshouse, Peter J. Fleming
2013 B conf
Preference-inspired co-evolutionary algorithm using adaptively generated goal vectors.
IEEE Congress on Evolutionary Computation
Rui Wang, Robin C. Purshouse, Peter J. Fleming
2013 — conf
Preference-inspired co-evolutionary algorithm using weights for many-objective optimization.
GECCO (Companion)
Rui Wang, Robin C. Purshouse, Peter J. Fleming
2013 B conf
Towards Understanding the Cost of Adaptation in Decomposition-Based Optimization Algorithms.
SMC
Ioannis Giagkiozis, Robin C. Purshouse, Peter J. Fleming
2012 B conf
A multiobjective evolutionary algorithm for the 2D Guillotine Strip Packing Problem.
IEEE Congress on Evolutionary Computation
Dayanne Gouveia Coelho, Elizabeth F. Wanner, Sérgio Ricardo de Souza, Eduardo G. Carrano, Robin C. Purshouse
2012 A conf
Local preference-inspired co-evolutionary algorithms.
GECCO
Rui Wang, Robin C. Purshouse, Peter J. Fleming
2011 C conf
Preference-Driven Co-evolutionary Algorithms Show Promise for Many-Objective Optimisation.
EMO
Robin C. Purshouse, Cezar Jalba, Peter J. Fleming
2007 J jnl
On the Evolutionary Optimization of Many Conflicting Objectives.
IEEE Trans. Evol. Comput.
Robin C. Purshouse, Peter J. Fleming
2005 C conf
Many-Objective Optimization: An Engineering Design Perspective.
EMO
Peter J. Fleming, Robin C. Purshouse, Robert J. Lygoe
2003 C conf
An Adaptive Divide-and-ConquerMethodology forEvolutionary Multi-criterion Optimisation.
EMO
Robin C. Purshouse, Peter J. Fleming
2003 C conf
Conflict, Harmony, and Independence: Relationships in Evolutionary Multi-criterion Optimisation.
EMO
Robin C. Purshouse, Peter J. Fleming
2003 B conf
Evolutionary many-objective optimisation: an exploratory analysis.
IEEE Congress on Evolutionary Computation
Robin C. Purshouse, Peter J. Fleming
2002 A conf
Why Use Elitism And Sharing In A Multi-objective Genetic Algorithm?
GECCO
Robin C. Purshouse, Peter J. Fleming