Kevin Sim

ORCID

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 16

Top Venues

Edinburgh Napier University, UK (PHD)

Education History

Edinburgh Napier University, UK

PHD

Publications

Emma Hart, Quentin Renau, Kevin Sim, Mohamad Alissa
Evaluating the Robustness of Deep-Learning Algorithm-Selection Models by Evolving Adversarial Instances. CoRR (2024)
Mohamad Alissa, Kevin Sim, Emma Hart
A Feature-Free Approach to Automated Algorithm Selection. GECCO Companion (2023)
Diederick Vermetten, Hao Wang, Kevin Sim, Emma Hart
To Switch or not to Switch: Predicting the Benefit of Switching between Algorithms based on Trajectory Features. CoRR (2023)
Mohamad Alissa, Kevin Sim, Emma Hart
Automated Algorithm Selection: from Feature-Based to Feature-Free Approaches. J. Heuristics 29 (1) (2023)
Peter Chapman, Kevin Sim, Huang Hao Chen
Minimising line segments in linear diagrams is NP-hard. J. Comput. Lang. 71 (2022)
Mohamad Alissa, Kevin Sim, Emma Hart
Automated Algorithm Selection: from Feature-Based to Feature-Free Approaches. CoRR (2022)
Kevin Sim, Emma Hart
Evolutionary Approaches to Improving the Layouts of Instance-Spaces. PPSN (1) (2022)
Mohamad Alissa, Kevin Sim, Emma Hart
A Neural Approach to Generation of Constructive Heuristics. CEC (2021)
Mohamad Alissa, Kevin Sim, Emma Hart
A deep learning approach to predicting solutions in streaming optimisation domains. GECCO (2020)
Mohamad Alissa, Kevin Sim, Emma Hart
Algorithm selection using deep learning without feature extraction. GECCO (2019)
Emma Hart, Kevin Sim
On Constructing Ensembles for Combinatorial Optimisation. Evol. Comput. 26 (1) (2018)
Emma Hart, Kevin Sim, Barry Gardiner, Kana Kamimura
A hybrid method for feature construction and selection to improve wind-damage prediction in the forestry sector. GECCO (2017)
Emma Hart, Kevin Sim
On constructing ensembles for combinatorial optimisation. GECCO (Companion) (2017)
Kevin Sim, Emma Hart
A Combined Generative and Selective Hyper-heuristic for the Vehicle Routing Problem. GECCO (2016)
Emma Hart, Kevin Sim
A Hyper-Heuristic Ensemble Method for Static Job-Shop Scheduling. Evol. Comput. 24 (4) (2016)
Ahmed Salah, Emma Hart, Kevin Sim
Validating the Grid Diversity Operator: An Infusion Technique for Diversity Maintenance in Population-Based Optimisation Algorithms. EvoApplications (2) (2016)
Kevin Sim, Emma Hart, Ben Paechter
A Lifelong Learning Hyper-heuristic Method for Bin Packing. Evol. Comput. 23 (1) (2015)
Kevin Sim, Emma Hart
A Novel Heuristic Generator for JSSP Using a Tree-Based Representation of Dispatching Rules. GECCO (Companion) (2015)
Emma Hart, Kevin Sim
On the Life-Long Learning Capabilities of a NELLI*: A Hyper-Heuristic Optimisation System. PPSN (2014)
Kevin Sim, Emma Hart
An improved immune inspired hyper-heuristic for combinatorial optimisation problems. GECCO (2014)
Emma Hart, Kevin Sim, Neil Urquhart
A real-world employee scheduling and routing application. GECCO (Companion) (2014)
Kevin Sim, Emma Hart, Ben Paechter
Learning to Solve Bin Packing Problems with an Immune Inspired Hyper-heuristic. ECAL (2013)
Kevin Sim, Emma Hart
Generating single and multiple cooperative heuristics for the one dimensional bin packing problem using a single node genetic programming island model. GECCO (2013)
Diederick Vermetten, Hao Wang, Kevin Sim, Emma Hart
To Switch or Not to Switch: Predicting the Benefit of Switching Between Algorithms Based on Trajectory Features. EvoApplications@EvoStar (2013)
Kevin Sim, Emma Hart, Ben Paechter
A Hyper-Heuristic Classifier for One Dimensional Bin Packing Problems: Improving Classification Accuracy by Attribute Evolution. PPSN (2) (2012)
Kevin Sim
Asynchronous Idiotypic Network Simulator. BIONETICS (2011)

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Publication Activity (10 Years)

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Kevin Sim