Robin C. Purshouse

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 22

Top Topics

Evolutionary Algorithm

Decision Making

Top Venues

Eur. J. Oper. Res.

J. Artif. Soc. Soc. Simul.

Publications

Robin C. Purshouse, Charlotte Buckley, Alan Brennan
Commentary on Antosz et al. (2023): The role of macro-micro-macro frameworks and critical realism in agent-based modelling. Environ. Model. Softw. 173 (2024)
Tuong Manh Vu, Charlotte Buckley, João A. Duro, Alan Brennan, Joshua M. Epstein, Robin C. Purshouse
Can Social Norms Explain Long-Term Trends in Alcohol Use? Insights from Inverse Generative Social Science. J. Artif. Soc. Soc. Simul. 26 (2) (2023)
João A. Duro, Umud Esat Ozturk, Daniel C. Oara, Shaul Salomon, Robert J. Lygoe, Richard Burke, Robin C. Purshouse
Methods for constrained optimization of expensive mixed-integer multi-objective problems, with application to an internal combustion engine design problem. Eur. J. Oper. Res. 307 (1) (2023)
Victoria Johnson, João A. Duro, Visakan Kadirkamanathan, Robin C. Purshouse
A Scalable Test Suite for Bi-objective Multidisciplinary Optimization. EMO (2023)
Victoria Johnson, João A. Duro, Visakan Kadirkamanathan, Robin C. Purshouse
A distributed multi-disciplinary design optimization benchmark test suite with constraints and multiple conflicting objectives. GECCO Companion (2023)
Victoria Johnson, João A. Duro, Visakan Kadirkamanathan, Robin C. Purshouse
Toward scalable benchmark problems for multi-objective multidisciplinary optimization. SSCI (2022)
João A. Duro, Daniel C. Oara, Ambuj K. Sriwastava, Yiming Yan, Shaul Salomon, Robin C. Purshouse
Component-based design of multi-objective evolutionary algorithms using the Tigon optimization library. GECCO Companion (2021)
Tuong Manh Vu, Eli Davies, Charlotte Buckley, Alan Brennan, Robin C. Purshouse
Using Multi-objective Grammar-Based Genetic Programming to Integrate Multiple Social Theories in Agent-Based Modeling. EMO (2021)
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
Liger: A cross-platform open-source integrated optimization and decision-making environment. Appl. Soft Comput. 98 (2021)
Oliver P. H. Jones, Jeremy E. Oakley, Robin C. Purshouse
Simulation-based engineering design: solving parameter inference and multi-objective optimization problems on a shared simulation budget. SMC (2021)
Tuong Manh Vu, Charlotte Probst, Alexandra Nielsen, Hao Bai, Petra Meier, Charlotte Buckley, Mark Strong, Alan Brennan, Robin C. Purshouse
A Software Architecture for Mechanism-Based Social Systems Modelling in Agent-Based Simulation Models. J. Artif. Soc. Soc. Simul. 23 (3) (2020)
Tuong Manh Vu, Charlotte Buckley, Hao Bai, Alexandra Nielsen, Charlotte Probst, Alan Brennan, Paul Shuper, Mark Strong, Robin C. Purshouse
Multiobjective Genetic Programming Can Improve the Explanatory Capabilities of Mechanism-Based Models of Social Systems. Complex. 2020 (2020)
Lalis Millán-Blanquel, Sandor M. Veres, Robin C. Purshouse
Ethical Considerations for a Decision Making System for Autonomous Vehicles During an Inevitable Collision. MED (2020)
João A. Duro, Robin C. Purshouse, Shaul Salomon, Daniel C. Oara, Visakan Kadirkamanathan, Peter J. Fleming
sParEGO - A Hybrid Optimization Algorithm for Expensive Uncertain Multi-objective Optimization Problems. EMO (2019)
Oliver P. H. Jones, Jeremy E. Oakley, Robin C. Purshouse
Toward a unified framework for model calibration and optimisation in virtual engineering workflows. SMC (2019)
Tuong Manh Vu, Charlotte Probst, Joshua M. Epstein, Alan Brennan, Mark Strong, Robin C. Purshouse
Toward inverse generative social science using multi-objective genetic programming. GECCO (2019)
Oliver P. H. Jones, Jeremy E. Oakley, Robin C. Purshouse
Component-level study of a decomposition-based multi-objective optimizer on a limited evaluation budget. GECCO (2018)
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
Workshops at PPSN 2018. PPSN (2) (2018)
João A. Duro, Yiming Yan, Robin C. Purshouse, Peter J. Fleming
Collaborative multi-objective optimization for distributed design of complex products. GECCO (2018)
Naveed Reza Aghamohammadi, Shaul Salomon, Yiming Yan, Robin C. Purshouse
On the Effect of Scalarising Norm Choice in a ParEGO implementation. EMO (2017)
Alan Brennan, Petra Meier, Robin C. Purshouse, Rachid Rafia, Yang Meng, Daniel Hill-Macmanus
Developing policy analytics for public health strategy and decisions - the Sheffield alcohol policy model framework. Ann. Oper. Res. 236 (1) (2016)
C. E. Jeavons, J. S. Baldwin, J. McGourlay, Robin C. Purshouse
A Value-Focussed Decision Framework for Manufacturing Research Environments. ISPE TE (2016)
Rui Wang, Robin C. Purshouse, Peter J. Fleming
Preference-inspired co-evolutionary algorithms using weight vectors. Eur. J. Oper. Res. 243 (2) (2015)
Rui Wang, Maszatul M. Mansor, Robin C. Purshouse, Peter J. Fleming
An analysis of parameter sensitivities of preference-inspired co-evolutionary algorithms. Int. J. Syst. Sci. 46 (13) (2015)
Shaul Salomon, Robin C. Purshouse, Gideon Avigad, Peter J. Fleming
An Evolutionary Approach to Active Robust Multiobjective Optimisation. EMO (2) (2015)
Ioannis Giagkiozis, Robin C. Purshouse, Peter J. Fleming
An overview of population-based algorithms for multi-objective optimisation. Int. J. Syst. Sci. 46 (9) (2015)
Daniel Moyo, Abdallah K. Ally, Alan Brennan, Paul Norman, Robin C. Purshouse, Mark Strong
Agile Development of an Attitude-Behaviour Driven Simulation of Alcohol Consumption Dynamics. J. Artif. Soc. Soc. Simul. 18 (3) (2015)
Rui Wang, Robin C. Purshouse, Ioannis Giagkiozis, Peter J. Fleming
The iPICEA-g: a new hybrid evolutionary multi-criteria decision making approach using the brushing technique. Eur. J. Oper. Res. 243 (2) (2015)
Shaul Salomon, Gideon Avigad, Peter J. Fleming, Robin C. Purshouse
Active Robust Optimization: Enhancing Robustness to Uncertain Environments. IEEE Trans. Cybern. 44 (11) (2014)
Ioannis Giagkiozis, Robin C. Purshouse, Peter J. Fleming
Generalized decomposition and cross entropy methods for many-objective optimization. Inf. Sci. 282 (2014)
Robin C. Purshouse, Abdallah K. Ally, Alan Brennan, Daniel Moyo, Paul Norman
Evolutionary parameter estimation for a theory of planned behaviour microsimulation of alcohol consumption dynamics in an English birth cohort 2003 to 2010. GECCO (2014)
Rui Wang, Peter J. Fleming, Robin C. Purshouse
General framework for localised multi-objective evolutionary algorithms. Inf. Sci. 258 (2014)
Robin C. Purshouse, Kalyanmoy Deb, Maszatul M. Mansor, Sanaz Mostaghim, Rui Wang
A review of hybrid evolutionary multiple criteria decision making methods. IEEE Congress on Evolutionary Computation (2014)
Rui Wang, Robin C. Purshouse, Peter J. Fleming
On finding well-spread pareto optimal solutions by preference-inspired co-evolutionary algorithm. GECCO (2013)
Ioannis Giagkiozis, Robin C. Purshouse, Peter J. Fleming
Generalized Decomposition. EMO (2013)
Robin C. Purshouse, John McAlister
Multi-objective Optimisation for Social Cost Benefit Analysis: An Allegory. EMO (2013)
Ioannis Giagkiozis, Robin C. Purshouse, Peter J. Fleming
Towards Understanding the Cost of Adaptation in Decomposition-Based Optimization Algorithms. SMC (2013)
Rui Wang, Robin C. Purshouse, Peter J. Fleming
"Whatever Works Best for You"- A New Method for a Priori and Progressive Multi-objective Optimisation. EMO (2013)
Shaul Salomon, Gideon Avigad, Peter J. Fleming, Robin C. Purshouse
Optimization of Adaptation - A Multi-objective Approach for Optimizing Changes to Design Parameters. EMO (2013)
Rui Wang, Robin C. Purshouse, Peter J. Fleming
Preference-inspired co-evolutionary algorithm using adaptively generated goal vectors. IEEE Congress on Evolutionary Computation (2013)
Rui Wang, Robin C. Purshouse, Peter J. Fleming
Preference-inspired co-evolutionary algorithm using weights for many-objective optimization. GECCO (Companion) (2013)
Rui Wang, Robin C. Purshouse, Peter J. Fleming
Preference-Inspired Coevolutionary Algorithms for Many-Objective Optimization. IEEE Trans. Evol. Comput. 17 (4) (2013)
Rui Wang, Robin C. Purshouse, Peter J. Fleming
Local preference-inspired co-evolutionary algorithms. GECCO (2012)
Dayanne Gouveia Coelho, Elizabeth F. Wanner, Sérgio Ricardo de Souza, Eduardo G. Carrano, Robin C. Purshouse
A multiobjective evolutionary algorithm for the 2D Guillotine Strip Packing Problem. IEEE Congress on Evolutionary Computation (2012)
Robin C. Purshouse, Cezar Jalba, Peter J. Fleming
Preference-Driven Co-evolutionary Algorithms Show Promise for Many-Objective Optimisation. EMO (2011)
Robin C. Purshouse, Peter J. Fleming
On the Evolutionary Optimization of Many Conflicting Objectives. IEEE Trans. Evol. Comput. 11 (6) (2007)
Peter J. Fleming, Robin C. Purshouse, Robert J. Lygoe
Many-Objective Optimization: An Engineering Design Perspective. EMO (2005)
Robin C. Purshouse, Peter J. Fleming
Evolutionary many-objective optimisation: an exploratory analysis. IEEE Congress on Evolutionary Computation (2003)
Robin C. Purshouse, Peter J. Fleming
An Adaptive Divide-and-ConquerMethodology forEvolutionary Multi-criterion Optimisation. EMO (2003)
Robin C. Purshouse, Peter J. Fleming
Conflict, Harmony, and Independence: Relationships in Evolutionary Multi-criterion Optimisation. EMO (2003)
Robin C. Purshouse, Peter J. Fleming
Why Use Elitism And Sharing In A Multi-objective Genetic Algorithm? GECCO (2002)