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We stand with Ukraine

Kevin Sim

Orcid: 0000-0001-6555-7721

According to our database¹, Kevin Sim authored at least 23 papers between 2011 and 2023.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

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In proceedings

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PhD thesis

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Links

On csauthors.net:

Bibliography

2023

Automated Algorithm Selection: from Feature-Based to Feature-Free Approaches.

[BibT_eX]

[DOI]

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J. Heuristics, February, 2023

A Feature-Free Approach to Automated Algorithm Selection.

[BibT_eX]

[DOI]

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

To Switch or Not to Switch: Predicting the Benefit of Switching Between Algorithms Based on Trajectory Features.

[BibT_eX]

[DOI]

Diederick Vermetten

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Proceedings of the Applications of Evolutionary Computation - 26th European Conference, 2023

2022

Minimising line segments in linear diagrams is NP-hard.

[BibT_eX]

[DOI]

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J. Comput. Lang., 2022

Evolutionary Approaches to Improving the Layouts of Instance-Spaces.

[BibT_eX]

[DOI]

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Proceedings of the Parallel Problem Solving from Nature - PPSN XVII, 2022

2021

A Neural Approach to Generation of Constructive Heuristics.

[BibT_eX]

[DOI]

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Proceedings of the IEEE Congress on Evolutionary Computation, 2021

2020

A deep learning approach to predicting solutions in streaming optimisation domains.

[BibT_eX]

[DOI]

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Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

2019

Algorithm selection using deep learning without feature extraction.

[BibT_eX]

[DOI]

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Proceedings of the Genetic and Evolutionary Computation Conference, 2019

2018

On Constructing Ensembles for Combinatorial Optimisation.

[BibT_eX]

[DOI]

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Evol. Comput., 2018

2017

A hybrid method for feature construction and selection to improve wind-damage prediction in the forestry sector.

[BibT_eX]

[DOI]

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Proceedings of the Genetic and Evolutionary Computation Conference, 2017

2016

A Hyper-Heuristic Ensemble Method for Static Job-Shop Scheduling.

[BibT_eX]

[DOI]

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Evol. Comput., 2016

A Combined Generative and Selective Hyper-heuristic for the Vehicle Routing Problem.

[BibT_eX]

[DOI]

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

Validating the Grid Diversity Operator: An Infusion Technique for Diversity Maintenance in Population-Based Optimisation Algorithms.

[BibT_eX]

[DOI]

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Proceedings of the Applications of Evolutionary Computation - 19th European Conference, 2016

2015

A Lifelong Learning Hyper-heuristic Method for Bin Packing.

[BibT_eX]

[DOI]

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Evol. Comput., 2015

A Novel Heuristic Generator for JSSP Using a Tree-Based Representation of Dispatching Rules.

[BibT_eX]

[DOI]

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Proceedings of the Genetic and Evolutionary Computation Conference, 2015

2014

Novel hyper-heuristics applied to the domain of bin packing.

[BibT_eX]

[DOI]

PhD thesis, 2014

On the Life-Long Learning Capabilities of a NELLI*: A Hyper-Heuristic Optimisation System.

[BibT_eX]

[DOI]

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Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014

An improved immune inspired hyper-heuristic for combinatorial optimisation problems.

[BibT_eX]

[DOI]

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Proceedings of the Genetic and Evolutionary Computation Conference, 2014

A real-world employee scheduling and routing application.

[BibT_eX]

[DOI]

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Proceedings of the Genetic and Evolutionary Computation Conference, 2014

2013

Generating single and multiple cooperative heuristics for the one dimensional bin packing problem using a single node genetic programming island model.

[BibT_eX]

[DOI]

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Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Learning to Solve Bin Packing Problems with an Immune Inspired Hyper-heuristic.

[BibT_eX]

[DOI]

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Proceedings of the Twelfth European Conference on the Synthesis and Simulation of Living Systems: Advances in Artificial Life, 2013

2012

A Hyper-Heuristic Classifier for One Dimensional Bin Packing Problems: Improving Classification Accuracy by Attribute Evolution.

[BibT_eX]

[DOI]

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Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

2011

Asynchronous Idiotypic Network Simulator.

[BibT_eX]

[DOI]

Proceedings of the Bio-Inspired Models of Networks, Information, and Computing Systems, 2011

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