Why Use Elitism And Sharing In A Multi-objective Genetic Algorithm? - Robin C. Purshouse; Peter J. Fleming (GECCO, 2002)

Evolutionary many-objective optimisation: an exploratory analysis. - Robin C. Purshouse; Peter J. Fleming (IEEE Congress on Evolutionary Computation, 2003)

Conflict, Harmony, and Independence: Relationships in Evolutionary Multi-criterion Optimisation. - Robin C. Purshouse; Peter J. Fleming (EMO, 2003)

An Adaptive Divide-and-ConquerMethodology forEvolutionary Multi-criterion Optimisation. - Robin C. Purshouse; Peter J. Fleming (EMO, 2003)

On the evolutionary optimisation of many objectives. - Robin Charles Purshouse (2003)

Many-Objective Optimization: An Engineering Design Perspective. - Peter J. Fleming; Robin C. Purshouse; Robert J. Lygoe (EMO, 2005)

On the Evolutionary Optimization of Many Conflicting Objectives. - Robin C. Purshouse; Peter J. Fleming (IEEE Trans. Evol. Comput., 2007)

Preference-Driven Co-evolutionary Algorithms Show Promise for Many-Objective Optimisation. - Robin C. Purshouse; Cezar Jalba; Peter J. Fleming (EMO, 2011)

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 (IEEE Congress on Evolutionary Computation, 2012)

Local preference-inspired co-evolutionary algorithms. - Rui Wang 017; Robin C. Purshouse; Peter J. Fleming (GECCO, 2012)

Preference-inspired co-evolutionary algorithm using adaptively generated goal vectors. - Rui Wang 017; Robin C. Purshouse; Peter J. Fleming (IEEE Congress on Evolutionary Computation, 2013)

Generalized Decomposition. - Ioannis Giagkiozis; Robin C. Purshouse; Peter J. Fleming (EMO, 2013)

Multi-objective Optimisation for Social Cost Benefit Analysis: An Allegory. - Robin C. Purshouse; John McAlister (EMO, 2013)

Optimization of Adaptation - A Multi-objective Approach for Optimizing Changes to Design Parameters. - Shaul Salomon; Gideon Avigad; Peter J. Fleming; Robin C. Purshouse (EMO, 2013)

"Whatever Works Best for You"- A New Method for a Priori and Progressive Multi-objective Optimisation. - Rui Wang 017; Robin C. Purshouse; Peter J. Fleming (EMO, 2013)

On finding well-spread pareto optimal solutions by preference-inspired co-evolutionary algorithm. - Rui Wang 017; Robin C. Purshouse; Peter J. Fleming (GECCO, 2013)

Preference-inspired co-evolutionary algorithm using weights for many-objective optimization. - Rui Wang 017; Robin C. Purshouse; Peter J. Fleming (GECCO (Companion), 2013)

Towards Understanding the Cost of Adaptation in Decomposition-Based Optimization Algorithms. - Ioannis Giagkiozis; Robin C. Purshouse; Peter J. Fleming (SMC, 2013)

Preference-Inspired Coevolutionary Algorithms for Many-Objective Optimization. - Rui Wang 017; Robin C. Purshouse; Peter J. Fleming (IEEE Trans. Evol. Comput., 2013)

A review of hybrid evolutionary multiple criteria decision making methods. - Robin C. Purshouse; Kalyanmoy Deb; Maszatul M. Mansor; Sanaz Mostaghim; Rui Wang 017 (IEEE Congress on Evolutionary Computation, 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 (GECCO, 2014)

Generalized decomposition and cross entropy methods for many-objective optimization. - Ioannis Giagkiozis; Robin C. Purshouse; Peter J. Fleming (Inf. Sci., 2014)

General framework for localised multi-objective evolutionary algorithms. - Rui Wang 017; Peter J. Fleming; Robin C. Purshouse (Inf. Sci., 2014)

Active Robust Optimization: Enhancing Robustness to Uncertain Environments. - Shaul Salomon; Gideon Avigad; Peter J. Fleming; Robin C. Purshouse (IEEE Trans. Cybern., 2014)

An Evolutionary Approach to Active Robust Multiobjective Optimisation. - Shaul Salomon; Robin C. Purshouse; Gideon Avigad; Peter J. Fleming (EMO (2), 2015)

Preference-inspired co-evolutionary algorithms using weight vectors. - Rui Wang 017; Robin C. Purshouse; Peter J. Fleming (Eur. J. Oper. Res., 2015)

The iPICEA-g: a new hybrid evolutionary multi-criteria decision making approach using the brushing technique. - Rui Wang 017; Robin C. Purshouse; Ioannis Giagkiozis; Peter J. Fleming (Eur. J. Oper. Res., 2015)

An overview of population-based algorithms for multi-objective optimisation. - Ioannis Giagkiozis; Robin C. Purshouse; Peter J. Fleming (Int. J. Syst. Sci., 2015)

An analysis of parameter sensitivities of preference-inspired co-evolutionary algorithms. - Rui Wang 017; Maszatul M. Mansor; Robin C. Purshouse; Peter J. Fleming (Int. J. Syst. Sci., 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)

A Toolkit for Generating Scalable Stochastic Multiobjective Test Problems. - Shaul Salomon; Robin Charles Purshouse; Ioannis Giagkiozis; Peter John Fleming (GECCO, 2016)

A Value-Focussed Decision Framework for Manufacturing Research Environments. - C. E. Jeavons; J. S. Baldwin; J. McGourlay; Robin C. Purshouse (TE, 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)

On the Effect of Scalarising Norm Choice in a ParEGO implementation. - Naveed Reza Aghamohammadi; Shaul Salomon; Yiming Yan; Robin C. Purshouse (EMO, 2017)

Collaborative multi-objective optimization for distributed design of complex products. - João A. Duro; Yiming Yan; Robin C. Purshouse; Peter J. Fleming (GECCO, 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 (GECCO, 2018)

Workshops at PPSN 2018. - Robin C. Purshouse; Christine Zarges; Sylvain Cussat-Blanc; Michael G. Epitropakis; Marcus Gallagher; Thomas Jansen 001; Pascal Kerschke; Xiaodong Li 001; Fernando G. Lobo; Julian F. Miller; Pietro S. Oliveto; Mike Preuss; et al. (PPSN (2), 2018)

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 (EMO, 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 (GECCO, 2019)

Toward a unified framework for model calibration and optimisation in virtual engineering workflows. - Oliver P. H. Jones; Jeremy E. Oakley; Robin C. Purshouse (SMC, 2019)

Ethical Considerations for a Decision Making System for Autonomous Vehicles During an Inevitable Collision. - Lalis Millán-Blanquel; Sandor M. Veres; Robin C. Purshouse (MED, 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)

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)

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 (EMO, 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 (GECCO Companion, 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 (SMC, 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)

Toward scalable benchmark problems for multi-objective multidisciplinary optimization. - Victoria Johnson; João A. Duro; Visakan Kadirkamanathan; Robin C. Purshouse (SSCI, 2022)

A Scalable Test Suite for Bi-objective Multidisciplinary Optimization. - Victoria Johnson; João A. Duro; Visakan Kadirkamanathan; Robin C. Purshouse (EMO, 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 (GECCO Companion, 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)

Introduction to Many-Criteria Optimization and Decision Analysis. - Dimo Brockhoff; Michael Emmerich 001; Boris Naujoks; Robin C. Purshouse (Many-Criteria Optimization and Decision Analysis, 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., 2023)

Decoupled Design of Experiments for Expensive Multi-objective Problems. - Mickaël Binois; Jürgen Branke; Jonathan E. Fieldsend; Robin C. Purshouse (LION, 2024)

Incorporating the COM-B Model for Behavior Change into an Agent-Based Model of Smoking Behaviors: An Object-Oriented Design. - David Tian; Hazel Y. Squires; Charlotte Buckley; Duncan Gillespie; Harry Tattan-Birch; Lion Shahab; Robert West; Alan Brennan; Jamie Brown; Robin C. Purshouse (WSC, 2024)

Commentary on Antosz et al. (2023): The role of macro-micro-macro frameworks and critical realism in agent-based modelling. - Robin C. Purshouse; Charlotte Buckley; Alan Brennan (Environ. Model. Softw., 2024)

Surrogate Strategies for Scalarisation-Based Multi-objective Bayesian Optimizers. - Qingyu Mo; João A. Duro; Robin C. Purshouse (EMO (2), 2025)