Jerry Swan

According to our database, Jerry Swan authored at least 67 papers between 2007 and 2024.

Collaborative distances:

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

2024

Algebraic Dynamical Systems in Machine Learning.

Iolo Jones, Jerry Swan, Jeffrey Giansiracusa

Appl. Categorical Struct., February, 2024

2023

Synthesizing Effective Diagnostic Models from Small Samples using Structural Machine Learning: a Case Study in Automating COVID-19 Diagnosis.

Piotr Kaszuba, Andrew Turner, Bartosz Mikulski, Nl Shasha Jumbe, Andreas Schuh, Michael Morimoto, Peter Rexelius, Ryan Hafen, Ron Deiotte, Kevin Hammond, Jerry Swan, Krzysztof Krawiec

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

Host-directed vibroacoustic biosignature of viral respiratory infection.

Andreas Schuh, Michael Morimoto, Piotr Kaszuba, Kevin Hammond, Jerry Swan, Krzysztof Krawiec, Nl Shasha Jumbe

Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2023

2022

The Road to General Intelligence, 2

Jerry Swan, Eric Nivel, Neel Kant, Jules Hedges, Timothy Atkinson, Bas R. Steunebrink

Studies in Computational Intelligence 1049, Springer, ISBN: 978-3-031-08019-7, 2022

Metaheuristics "In the Large".

Jerry Swan, Steven Adriænsen, Alexander E. I. Brownlee, Kevin Hammond, Colin G. Johnson, Ahmed Kheiri, Faustyna Krawiec, Juan Julián Merelo, Leandro L. Minku, Ender Özcan, Gisele L. Pappa, Pablo García-Sánchez, Kenneth Sörensen, Stefan Voß, Markus Wagner, David R. White

Eur. J. Oper. Res., 2022

The Holon System: Artificial General Intelligence as ‘Work on Command’.

Bas R. Steunebrink, Jerry Swan, Eric Nivel

Proceedings of the International Workshop on Self-Supervised Learning, 2022

2020

Conflict-free routing of multi-stop warehouse trucks.

Alexander E. I. Brownlee, Jerry Swan, Richard Senington, Zoltan A. Kocsis

Optim. Lett., 2020

Towards Metaheuristics "In the Large".

Jerry Swan, Steven Adriænsen, Alexander E. I. Brownlee, Colin G. Johnson, Ahmed Kheiri, Faustyna Krawiec, Juan Julián Merelo Guervós, Leandro L. Minku, Ender Özcan, Gisele L. Pappa, Pablo García-Sánchez, Kenneth Sörensen, Stefan Voß, Markus Wagner, David Robert White

CoRR, 2020

Program synthesis as latent continuous optimization: evolutionary search in neural embeddings.

Pawel Liskowski, Krzysztof Krawiec, Nihat Engin Toklu, Jerry Swan

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

2019

The Text-Based Adventure AI Competition.

Timothy Atkinson, Hendrik Baier, Tara Copplestone, Sam Devlin, Jerry Swan

IEEE Trans. Games, 2019

Stochastic synthesis of recursive functions made easy with bananas, lenses, envelopes and barbed wire.

Jerry Swan, Krzysztof Krawiec, Zoltan A. Kocsis

Genet. Program. Evolvable Mach., 2019

Extending the "Open-Closed Principle" to Automated Algorithm Configuration.

Jerry Swan, Steven Adriænsen, Adam D. Barwell, Kevin Hammond, David R. White

Evol. Comput., 2019

Implementing Digital Twins of Smart Factories with Interval Algebra.

Piotr Dziurzanski, Jerry Swan, Leandro Soares Indrusiak, J. M. Ramos

Proceedings of the IEEE International Conference on Industrial Technology, 2019

Stochastic program synthesis via recursion schemes.

Jerry Swan, Krzysztof Krawiec, Zoltan A. Kocsis

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

A hybrid metaheuristic approach to a real world employee scheduling problem.

Kenneth N. Reid, Jingpeng Li, Alexander E. I. Brownlee, Mathias Kern, Nadarajen Veerapen, Jerry Swan, Gilbert Owusu

Proceedings of the Genetic and Evolutionary Computation Conference, 2019

Solving the Multi-objective Flexible Job-Shop Scheduling Problem with Alternative Recipes for a Chemical Production Process.

Piotr Dziurzanski, Shuai Zhao, Jerry Swan, Leandro Soares Indrusiak, Sebastian Scholze, Karl Krone

Proceedings of the Applications of Evolutionary Computation, 2019

Quantum Program Synthesis: Swarm Algorithms and Benchmarks.

Timothy Atkinson, Athena Karsa, John H. Drake, Jerry Swan

Proceedings of the Genetic Programming - 22nd European Conference, 2019

2018

Genetic Programming + Proof Search = Automatic Improvement.

Zoltan A. Kocsis, Jerry Swan

J. Autom. Reason., 2018

Counterexample-Driven Genetic Programming: Heuristic Program Synthesis from Formal Specifications.

Iwo Bladek, Krzysztof Krawiec, Jerry Swan

Evol. Comput., 2018

Subtype polymorphism à la carte via machine learning on dependent types.

Jerry Swan, Colin G. Johnson, Edwin C. Brady

Proceedings of the Companion Proceedings for the ISSTA/ECOOP 2018 Workshops, 2018

Counterexample-Driven Genetic Programming: Stochastic Synthesis of Provably Correct Programs.

Krzysztof Krawiec, Iwo Bladek, Jerry Swan, John H. Drake

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Value-based manufacturing optimisation in serverless clouds for industry 4.0.

Piotr Dziurzanski, Jerry Swan, Leandro Soares Indrusiak

Proceedings of the Genetic and Evolutionary Computation Conference, 2018

Shift Scheduling and Employee Rostering: An Evolutionary Ruin & Stochastic Recreate Solution.

Kenneth N. Reid, Jingpeng Li, Nadarajen Veerapen, Jerry Swan, Alistair McCormick, Mathias Kern, Gilbert Owusu

Proceedings of the 2018 10th Computer Science and Electronic Engineering Conference, 2018

2017

Search-Based Energy Optimization of Some Ubiquitous Algorithms.

Alexander E. I. Brownlee, Nathan Burles, Jerry Swan

IEEE Trans. Emerg. Top. Comput. Intell., 2017

Dependency Injection for Programming by Optimization.

Zoltan A. Kocsis, Jerry Swan

CoRR, 2017

Counterexample-driven genetic programming.

Krzysztof Krawiec, Iwo Bladek, Jerry Swan

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Deep Parameter Tuning of Concurrent Divide and Conquer Algorithms in Akka.

David R. White, Leonid Joffe, Edward Bowles, Jerry Swan

Proceedings of the Applications of Evolutionary Computation - 20th European Conference, 2017

Polytypic Genetic Programming.

Jerry Swan, Krzysztof Krawiec, Neil Ghani

Proceedings of the Applications of Evolutionary Computation - 20th European Conference, 2017

Sparse, Continuous Policy Representations for Uniform Online Bin Packing via Regression of Interpolants.

John H. Drake, Jerry Swan, Geoffrey Neumann, Ender Özcan

Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2017

Harmonic analysis and resynthesis of Sliding-Tile Puzzle heuristics.

Jerry Swan

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016

Distance Metric Ensemble Learning and the Andrews-Curtis Conjecture.

Krzysztof Krawiec, Jerry Swan

CoRR, 2016

Iterated local search using an add and delete hyper-heuristic for university course timetabling.

Jorge Alberto Soria-Alcaraz, Ender Özcan, Jerry Swan, Graham Kendall, Juan Martín Carpio Valadez

Appl. Soft Comput., 2016

Variable Neighbourhood Search: A case study for a highly-constrained workforce scheduling problem.

Kenneth N. Reid, Jingpeng Li, Jerry Swan, Alistair McCormick, Gilbert Owusu

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Discovering Relational Structure in Program Synthesis Problems with Analogical Reasoning.

Jerry Swan, Krzysztof Krawiec

Proceedings of the Genetic Programming Theory and Practice XIV, 2016

Automatic Improvement of Apache Spark Queries using Semantics-preserving Program Reduction.

Zoltan A. Kocsis, John H. Drake, Douglas Carson, Jerry Swan

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Iterative Cartesian Genetic Programming: Creating General Algorithms for Solving Travelling Salesman Problems.

Patricia Ryser-Welch, Julian F. Miller, Jerry Swan, Martin A. Trefzer

Proceedings of the Genetic Programming - 19th European Conference, 2016

2015

Parallel Meta-heuristic Approaches to the Course Timetabling Problem.

Jorge Alberto Soria-Alcaraz, Juan Martín Carpio Valadez, Héctor Puga, Jerry Swan, Patricia Melin, Hugo Terashima, Marco Aurelio Sotelo-Figueroa

Proceedings of the Design of Intelligent Systems Based on Fuzzy Logic, 2015

Haiku - a Scala Combinator Toolkit for Semi-automated Composition of Metaheuristics.

Zoltan A. Kocsis, Alexander E. I. Brownlee, Jerry Swan, Richard Senington

Proceedings of the Search-Based Software Engineering - 7th International Symposium, 2015

Object-Oriented Genetic Improvement for Improved Energy Consumption in Google Guava.

Nathan Burles, Edward Bowles, Alexander E. I. Brownlee, Zoltan A. Kocsis, Jerry Swan, Nadarajen Veerapen

Proceedings of the Search-Based Software Engineering - 7th International Symposium, 2015

Behavioral Program Synthesis: Insights and Prospects.

Krzysztof Krawiec, Jerry Swan, Una-May O'Reilly

Proceedings of the Genetic Programming Theory and Practice XIII [GPTP 2015]., 2015

The 'Blackboard Pattern' for Metaheuristics.

Kevin Carrie Graham, Jerry Swan, Simon Martin

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Embedded Dynamic Improvement.

Nathan Burles, Jerry Swan, Edward Bowles, Alexander E. I. Brownlee, Zoltan A. Kocsis, Nadarajen Veerapen

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Metaheuristic Design Pattern: Surrogate Fitness Functions.

Alexander E. I. Brownlee, John R. Woodward, Jerry Swan

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Templar - A Framework for Template-Method Hyper-Heuristics.

Jerry Swan, Nathan Burles

Proceedings of the Genetic Programming - 18th European Conference, 2015

2014

Contrasting meta-learning and hyper-heuristic research: the role of evolutionary algorithms.

Gisele L. Pappa, Gabriela Ochoa, Matthew R. Hyde, Alex Alves Freitas, John R. Woodward, Jerry Swan

Genet. Program. Evolvable Mach., 2014

Effective learning hyper-heuristics for the course timetabling problem.

Jorge Alberto Soria-Alcaraz, Gabriela Ochoa, Jerry Swan, Juan Martín Carpio, Héctor Puga, Edmund K. Burke

Eur. J. Oper. Res., 2014

On Irreducible Cyclic Presentations of the Trivial Group.

Martin Edjvet, Jerry Swan

Exp. Math., 2014

Searching the Hyper-heuristic Design Space.

Jerry Swan, John R. Woodward, Ender Özcan, Graham Kendall, Edmund K. Burke

Cogn. Comput., 2014

Repairing and Optimizing Hadoop hashCode Implementations.

Zoltan A. Kocsis, Geoffrey Neumann, Jerry Swan, Michael G. Epitropakis, Alexander E. I. Brownlee, Saemundur O. Haraldsson, Edward Bowles

Proceedings of the Search-Based Software Engineering - 6th International Symposium, 2014

The 'composite' design pattern in metaheuristics.

John R. Woodward, Jerry Swan, Simon Martin

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Template method hyper-heuristics.

John Robert Woodward, Jerry Swan

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Benchmarks that matter for genetic programming.

John R. Woodward, Simon Martin, Jerry Swan

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

The 'representative' metaheuristic design pattern.

Jerry Swan, Zoltan A. Kocsis, Alexei Lisitsa

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

The executable experimental template pattern for the systematic comparison of metaheuristics: Extended Abstract.

Geoffrey Neumann, Jerry Swan, Mark Harman, John A. Clark

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Tagging in metaheuristics.

Ben Kovitz, Jerry Swan

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Structural stigmergy: a speculative pattern language for metaheuristics.

Ben Kovitz, Jerry Swan

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Hyperion2: a toolkit for {meta-, hyper-} heuristic research.

Alexander E. I. Brownlee, Jerry Swan, Ender Özcan, Andrew J. Parkes

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

2013

Pattern-guided genetic programming.

Krzysztof Krawiec, Jerry Swan

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Guiding Evolutionary Learning by Searching for Regularities in Behavioral Trajectories: A Case for Representation Agnosticism.

Krzysztof Krawiec, Jerry Swan

Proceedings of the 2013 AAAI Fall Symposia, Arlington, Virginia, USA, November 15-17, 2013, 2013

2012

Fitness Landscapes and the Andrews-Curtis Conjecture.

Jerry Swan, Gabriela Ochoa, Graham Kendall, Martin Edjvet

Int. J. Algebra Comput., 2012

A Comparison of Acceptance Criteria for the Daily Car-Pooling Problem.

Jerry Swan, John H. Drake, Ender Özcan, James Goulding, John Robert Woodward

Proceedings of the Computer and Information Sciences III, 2012

The automatic generation of mutation operators for genetic algorithms.

John Robert Woodward, Jerry Swan

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

2011

Efficiency issues in the kbmag procedure.

Jerry Swan

J. Log. Algebraic Methods Program., 2011

Hyperion - A Recursive Hyper-Heuristic Framework.

Jerry Swan, Ender Özcan, Graham Kendall

Proceedings of the Learning and Intelligent Optimization - 5th International Conference, 2011

Automatically designing selection heuristics.

John Robert Woodward, Jerry Swan

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

A Syntactic Approach to Prediction.

John Robert Woodward, Jerry Swan

Proceedings of the Algorithmic Probability and Friends. Bayesian Prediction and Artificial Intelligence, 2011

2007

Automated Schematization for Web Service Applications.

Jerry Swan, Suchith Anand, J. Mark Ware, Mike Jackson

Proceedings of the Web and Wireless Geographical Information Systems, 2007