Kevin Sim

38 papers A 7B 5Journal 10Unranked 13
YearRankTypeTitle / Venue / Authors
2025 — conf
Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing.
EvoApplications (2)
Kevin Sim, Quentin Renau, Emma Hart
2025 J jnl
Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing.
CoRR
Kevin Sim, Quentin Renau, Emma Hart
2025 — conf
Class Incremental Learning for Algorithm Selection.
GECCO Companion
Mate Botond Nemeth, Emma Hart, Kevin Sim, Quentin Renau
2025 J jnl
Class Incremental Learning for Algorithm Selection.
CoRR
Mate Botond Nemeth, Emma Hart, Kevin Sim, Quentin Renau
2024 — conf
Evaluating the Robustness of Deep-Learning Algorithm-Selection Models by Evolving Adversarial Instances.
PPSN (2)
Emma Hart, Quentin Renau, Kevin Sim, Mohamad Alissa
2024 J jnl
Evaluating the Robustness of Deep-Learning Algorithm-Selection Models by Evolving Adversarial Instances.
CoRR
Emma Hart, Quentin Renau, Kevin Sim, Mohamad Alissa
2023 — conf
A Feature-Free Approach to Automated Algorithm Selection.
GECCO Companion
Mohamad Alissa, Kevin Sim, Emma Hart
2023 J jnl
Automated Algorithm Selection: from Feature-Based to Feature-Free Approaches.
J. Heuristics
Mohamad Alissa, Kevin Sim, Emma Hart
2023 — conf
To Switch or Not to Switch: Predicting the Benefit of Switching Between Algorithms Based on Trajectory Features.
EvoApplications@EvoStar
Diederick Vermetten, Hao Wang, Kevin Sim, Emma Hart
2023 J jnl
To Switch or not to Switch: Predicting the Benefit of Switching between Algorithms based on Trajectory Features.
CoRR
Diederick Vermetten, Hao Wang, Kevin Sim, Emma Hart
2022 J jnl
Automated Algorithm Selection: from Feature-Based to Feature-Free Approaches.
CoRR
Mohamad Alissa, Kevin Sim, Emma Hart
2022 — conf
Evolutionary Approaches to Improving the Layouts of Instance-Spaces.
PPSN (1)
Kevin Sim, Emma Hart
2022 J jnl
Minimising line segments in linear diagrams is NP-hard.
J. Comput. Lang.
Peter Chapman, Kevin Sim, Huang Hao Chen
2021 B conf
A Neural Approach to Generation of Constructive Heuristics.
CEC
Mohamad Alissa, Kevin Sim, Emma Hart
2020 A conf
A deep learning approach to predicting solutions in streaming optimisation domains.
GECCO
Mohamad Alissa, Kevin Sim, Emma Hart
2019 A conf
Algorithm selection using deep learning without feature extraction.
GECCO
Mohamad Alissa, Kevin Sim, Emma Hart
2018 B ed.
Applications of Evolutionary Computation - 21st International Conference, EvoApplications 2018, Parma, Italy, April 4-6, 2018, Proceedings
EvoApplications
Kevin Sim, Paul Kaufmann
2018 J jnl
On Constructing Ensembles for Combinatorial Optimisation.
Evol. Comput.
Emma Hart, Kevin Sim
2017 A conf
A hybrid method for feature construction and selection to improve wind-damage prediction in the forestry sector.
GECCO
Emma Hart, Kevin Sim, Barry Gardiner, Kana Kamimura
2017 — ed.
Applications of Evolutionary Computation - 20th European Conference, EvoApplications 2017, Amsterdam, The Netherlands, April 19-21, 2017, Proceedings, Part I
EvoApplications (1)
Giovanni Squillero, Kevin Sim
2017 — ed.
Applications of Evolutionary Computation - 20th European Conference, EvoApplications 2017, Amsterdam, The Netherlands, April 19-21, 2017, Proceedings, Part II
EvoApplications (2)
Giovanni Squillero, Kevin Sim
2017 — conf
On constructing ensembles for combinatorial optimisation.
GECCO (Companion)
Emma Hart, Kevin Sim
2016 A conf
A Combined Generative and Selective Hyper-heuristic for the Vehicle Routing Problem.
GECCO
Kevin Sim, Emma Hart
2016 J jnl
A Hyper-Heuristic Ensemble Method for Static Job-Shop Scheduling.
Evol. Comput.
Emma Hart, Kevin Sim
2016 B ed.
Genetic Programming - 19th European Conference, EuroGP 2016, Porto, Portugal, March 30 - April 1, 2016, Proceedings
EuroGP
Malcolm I. Heywood, James McDermott, Mauro Castelli, Ernesto Costa, Kevin Sim
2016 — conf
Validating the Grid Diversity Operator: An Infusion Technique for Diversity Maintenance in Population-Based Optimisation Algorithms.
EvoApplications (2)
Ahmed Salah, Emma Hart, Kevin Sim
2015 J jnl
A Lifelong Learning Hyper-heuristic Method for Bin Packing.
Evol. Comput.
Kevin Sim, Emma Hart, Ben Paechter
2015 — conf
A Novel Heuristic Generator for JSSP Using a Tree-Based Representation of Dispatching Rules.
GECCO (Companion)
Kevin Sim, Emma Hart
2015 B ed.
Genetic Programming - 18th European Conference, EuroGP 2015, Copenhagen, Denmark, April 8-10, 2015, Proceedings
EuroGP
Penousal Machado, Malcolm I. Heywood, James McDermott, Mauro Castelli, Pablo García-Sánchez, Paolo Burelli, Sebastian Risi, Kevin Sim
2014 — conf
A real-world employee scheduling and routing application.
GECCO (Companion)
Emma Hart, Kevin Sim, Neil Urquhart
2014 A conf
An improved immune inspired hyper-heuristic for combinatorial optimisation problems.
GECCO
Kevin Sim, Emma Hart
2014 B ed.
Genetic Programming - 17th European Conference, EuroGP 2014, Granada, Spain, April 23-25, 2014, Revised Selected Papers
EuroGP
Miguel Nicolau, Krzysztof Krawiec, Malcolm I. Heywood, Mauro Castelli, Pablo García-Sánchez, Juan Julián Merelo Guervós, Víctor Manuel Rivas Santos, Kevin Sim
2014 — —
Novel hyper-heuristics applied to the domain of bin packing.
Kevin Sim
2014 A conf
On the Life-Long Learning Capabilities of a NELLI*: A Hyper-Heuristic Optimisation System.
PPSN
Emma Hart, Kevin Sim
2013 A conf
Generating single and multiple cooperative heuristics for the one dimensional bin packing problem using a single node genetic programming island model.
GECCO
Kevin Sim, Emma Hart
2013 — conf
Learning to Solve Bin Packing Problems with an Immune Inspired Hyper-heuristic.
ECAL
Kevin Sim, Emma Hart, Ben Paechter
2012 — conf
A Hyper-Heuristic Classifier for One Dimensional Bin Packing Problems: Improving Classification Accuracy by Attribute Evolution.
PPSN (2)
Kevin Sim, Emma Hart, Ben Paechter
2011 — conf
Asynchronous Idiotypic Network Simulator.
BIONETICS
Kevin Sim