Robin C. Purshouse

According to our database, Robin C. Purshouse authored at least 52 papers between 2002 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Methods for constrained optimization of expensive mixed-integer multi-objective problems, with application to an internal combustion engine design problem.

João A. Duro, Umud Esat Ozturk, Daniel C. Oara, Shaul Salomon, Robert J. Lygoe, Richard Burke, Robin C. Purshouse

Eur. J. Oper. Res., May, 2023

Can Social Norms Explain Long-Term Trends in Alcohol Use? Insights from Inverse Generative Social Science.

Tuong Manh Vu, Charlotte Buckley, João A. Duro, Alan Brennan, Joshua M. Epstein, Robin C. Purshouse

J. Artif. Soc. Soc. Simul., 2023

A distributed multi-disciplinary design optimization benchmark test suite with constraints and multiple conflicting objectives.

Victoria Johnson, João A. Duro, Visakan Kadirkamanathan, Robin C. Purshouse

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

A Scalable Test Suite for Bi-objective Multidisciplinary Optimization.

Victoria Johnson, João A. Duro, Visakan Kadirkamanathan, Robin C. Purshouse

Proceedings of the Evolutionary Multi-Criterion Optimization, 2023

2022

Toward scalable benchmark problems for multi-objective multidisciplinary optimization.

Victoria Johnson, João A. Duro, Visakan Kadirkamanathan, Robin C. Purshouse

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022

2021

Liger: A cross-platform open-source integrated optimization and decision-making environment.

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

Appl. Soft Comput., 2021

Simulation-based engineering design: solving parameter inference and multi-objective optimization problems on a shared simulation budget.

Oliver P. H. Jones, Jeremy E. Oakley, Robin C. Purshouse

Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

Component-based design of multi-objective evolutionary algorithms using the Tigon optimization library.

João A. Duro, Daniel C. Oara, Ambuj K. Sriwastava, Yiming Yan, Shaul Salomon, Robin C. Purshouse

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

Using Multi-objective Grammar-Based Genetic Programming to Integrate Multiple Social Theories in Agent-Based Modeling.

Tuong Manh Vu, Eli Davies, Charlotte Buckley, Alan Brennan, Robin C. Purshouse

Proceedings of the Evolutionary Multi-Criterion Optimization, 2021

2020

A Software Architecture for Mechanism-Based Social Systems Modelling in Agent-Based Simulation Models.

Tuong Manh Vu, Charlotte Probst, Alexandra Nielsen, Hao Bai, Petra Meier, Charlotte Buckley, Mark Strong, Alan Brennan, Robin C. Purshouse

J. Artif. Soc. Soc. Simul., 2020

Multiobjective Genetic Programming Can Improve the Explanatory Capabilities of Mechanism-Based Models of Social Systems.

Tuong Manh Vu, Charlotte Buckley, Hao Bai, Alexandra Nielsen, Charlotte Probst, Alan Brennan, Paul Shuper, Mark Strong, Robin C. Purshouse

Complex., 2020

Ethical Considerations for a Decision Making System for Autonomous Vehicles During an Inevitable Collision.

Lalis Millán-Blanquel, Sandor M. Veres, Robin C. Purshouse

Proceedings of the 28th Mediterranean Conference on Control and Automation, 2020

2019

Toward a unified framework for model calibration and optimisation in virtual engineering workflows.

Oliver P. H. Jones, Jeremy E. Oakley, Robin C. Purshouse

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Toward inverse generative social science using multi-objective genetic programming.

Tuong Manh Vu, Charlotte Probst, Joshua M. Epstein, Alan Brennan, Mark Strong, Robin C. Purshouse

Proceedings of the Genetic and Evolutionary Computation Conference, 2019

sParEGO - A Hybrid Optimization Algorithm for Expensive Uncertain Multi-objective Optimization Problems.

João A. Duro, Robin C. Purshouse, Shaul Salomon, Daniel C. Oara, Visakan Kadirkamanathan, Peter J. Fleming

Proceedings of the Evolutionary Multi-Criterion Optimization, 2019

2018

Workshops at PPSN 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

Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018

Component-level study of a decomposition-based multi-objective optimizer on a limited evaluation budget.

Oliver P. H. Jones, Jeremy E. Oakley, Robin C. Purshouse

Proceedings of the Genetic and Evolutionary Computation Conference, 2018

Collaborative multi-objective optimization for distributed design of complex products.

João A. Duro, Yiming Yan, Robin C. Purshouse, Peter J. Fleming

Proceedings of the Genetic and Evolutionary Computation Conference, 2018

2017

On the Effect of Scalarising Norm Choice in a ParEGO implementation.

Naveed Reza Aghamohammadi, Shaul Salomon, Yiming Yan, Robin C. Purshouse

Proceedings of the Evolutionary Multi-Criterion Optimization, 2017

2016

Developing policy analytics for public health strategy and decisions - the Sheffield alcohol policy model framework.

Alan Brennan, Petra Meier, Robin C. Purshouse, Rachid Rafia, Yang Meng, Daniel Hill-Macmanus

Ann. Oper. Res., 2016

A Value-Focussed Decision Framework for Manufacturing Research Environments.

C. E. Jeavons, J. S. Baldwin, J. McGourlay, Robin C. Purshouse

Proceedings of the Transdisciplinary Engineering: Crossing Boundaries, 2016

A Toolkit for Generating Scalable Stochastic Multiobjective Test Problems.

Shaul Salomon, Robin Charles Purshouse, Ioannis Giagkiozis, Peter John Fleming

Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016

2015

Agile Development of an Attitude-Behaviour Driven Simulation of Alcohol Consumption Dynamics.

Daniel Moyo, Abdallah K. Ally, Alan Brennan, Paul Norman, Robin C. Purshouse, Mark Strong

J. Artif. Soc. Soc. Simul., 2015

An analysis of parameter sensitivities of preference-inspired co-evolutionary algorithms.

Rui Wang, Maszatul M. Mansor, Robin C. Purshouse, Peter J. Fleming

Int. J. Syst. Sci., 2015

An overview of population-based algorithms for multi-objective optimisation.

Ioannis Giagkiozis, Robin C. Purshouse, Peter J. Fleming

Int. J. Syst. Sci., 2015

The iPICEA-g: a new hybrid evolutionary multi-criteria decision making approach using the brushing technique.

Rui Wang, Robin C. Purshouse, Ioannis Giagkiozis, Peter J. Fleming

Eur. J. Oper. Res., 2015

Preference-inspired co-evolutionary algorithms using weight vectors.

Rui Wang, Robin C. Purshouse, Peter J. Fleming

Eur. J. Oper. Res., 2015

An Evolutionary Approach to Active Robust Multiobjective Optimisation.

Shaul Salomon, Robin C. Purshouse, Gideon Avigad, Peter J. Fleming

Proceedings of the Evolutionary Multi-Criterion Optimization, 2015

2014

Active Robust Optimization: Enhancing Robustness to Uncertain Environments.

Shaul Salomon, Gideon Avigad, Peter J. Fleming, Robin C. Purshouse

IEEE Trans. Cybern., 2014

General framework for localised multi-objective evolutionary algorithms.

Rui Wang, Peter J. Fleming, Robin C. Purshouse

Inf. Sci., 2014

Generalized decomposition and cross entropy methods for many-objective optimization.

Ioannis Giagkiozis, Robin C. Purshouse, Peter J. Fleming

Inf. Sci., 2014

Evolutionary parameter estimation for a theory of planned behaviour microsimulation of alcohol consumption dynamics in an English birth cohort 2003 to 2010.

Robin C. Purshouse, Abdallah K. Ally, Alan Brennan, Daniel Moyo, Paul Norman

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

A review of hybrid evolutionary multiple criteria decision making methods.

Robin C. Purshouse, Kalyanmoy Deb, Maszatul M. Mansor, Sanaz Mostaghim, Rui Wang

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013

Preference-Inspired Coevolutionary Algorithms for Many-Objective Optimization.

Rui Wang, Robin C. Purshouse, Peter J. Fleming

IEEE Trans. Evol. Comput., 2013

Towards Understanding the Cost of Adaptation in Decomposition-Based Optimization Algorithms.

Ioannis Giagkiozis, Robin C. Purshouse, Peter J. Fleming

Proceedings of the IEEE International Conference on Systems, 2013

Preference-inspired co-evolutionary algorithm using weights for many-objective optimization.

Rui Wang, Robin C. Purshouse, Peter J. Fleming

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

On finding well-spread pareto optimal solutions by preference-inspired co-evolutionary algorithm.

Rui Wang, Robin C. Purshouse, Peter J. Fleming

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

"Whatever Works Best for You"- A New Method for a Priori and Progressive Multi-objective Optimisation.

Rui Wang, Robin C. Purshouse, Peter J. Fleming

Proceedings of the Evolutionary Multi-Criterion Optimization, 2013

Optimization of Adaptation - A Multi-objective Approach for Optimizing Changes to Design Parameters.

Shaul Salomon, Gideon Avigad, Peter J. Fleming, Robin C. Purshouse

Proceedings of the Evolutionary Multi-Criterion Optimization, 2013

Multi-objective Optimisation for Social Cost Benefit Analysis: An Allegory.

Robin C. Purshouse, John McAlister

Proceedings of the Evolutionary Multi-Criterion Optimization, 2013

Generalized Decomposition.

Ioannis Giagkiozis, Robin C. Purshouse, Peter J. Fleming

Proceedings of the Evolutionary Multi-Criterion Optimization, 2013

Preference-inspired co-evolutionary algorithm using adaptively generated goal vectors.

Rui Wang, Robin C. Purshouse, Peter J. Fleming

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012

Local preference-inspired co-evolutionary algorithms.

Rui Wang, Robin C. Purshouse, Peter J. Fleming

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

A multiobjective evolutionary algorithm for the 2D Guillotine Strip Packing Problem.

Dayanne Gouveia Coelho, Elizabeth F. Wanner, Sérgio Ricardo de Souza, Eduardo G. Carrano, Robin C. Purshouse

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011

Preference-Driven Co-evolutionary Algorithms Show Promise for Many-Objective Optimisation.

Robin C. Purshouse, Cezar Jalba, Peter J. Fleming

Proceedings of the Evolutionary Multi-Criterion Optimization, 2011

2007

On the Evolutionary Optimization of Many Conflicting Objectives.

Robin C. Purshouse, Peter J. Fleming

IEEE Trans. Evol. Comput., 2007

2005

Many-Objective Optimization: An Engineering Design Perspective.

Peter J. Fleming, Robin C. Purshouse, Robert J. Lygoe

Proceedings of the Evolutionary Multi-Criterion Optimization, 2005

2003

On the evolutionary optimisation of many objectives.

Robin Charles Purshouse

PhD thesis, 2003

An Adaptive Divide-and-ConquerMethodology forEvolutionary Multi-criterion Optimisation.

Robin C. Purshouse, Peter J. Fleming

Proceedings of the Evolutionary Multi-Criterion Optimization, 2003

Conflict, Harmony, and Independence: Relationships in Evolutionary Multi-criterion Optimisation.

Robin C. Purshouse, Peter J. Fleming

Proceedings of the Evolutionary Multi-Criterion Optimization, 2003

Evolutionary many-objective optimisation: an exploratory analysis.

Robin C. Purshouse, Peter J. Fleming

Proceedings of the IEEE Congress on Evolutionary Computation, 2003

2002

Why Use Elitism And Sharing In A Multi-objective Genetic Algorithm?

Robin C. Purshouse, Peter J. Fleming

Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002