Jerry Swan

Orcid: 0000-0003-1944-7147

According to our database1, Jerry Swan authored at least 67 papers between 2007 and 2024.

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Bibliography

2024
Algebraic Dynamical Systems in Machine Learning.
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.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

Host-directed vibroacoustic biosignature of viral respiratory infection.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2023

2022
The Road to General Intelligence, 2
Studies in Computational Intelligence 1049, Springer, ISBN: 978-3-031-08019-7, 2022

Metaheuristics "In the Large".
Eur. J. Oper. Res., 2022

The Holon System: Artificial General Intelligence as ‘Work on Command’.
Proceedings of the International Workshop on Self-Supervised Learning, 2022

2020
Conflict-free routing of multi-stop warehouse trucks.
Optim. Lett., 2020

Towards Metaheuristics "In the Large".
CoRR, 2020

Program synthesis as latent continuous optimization: evolutionary search in neural embeddings.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

2019
The Text-Based Adventure AI Competition.
IEEE Trans. Games, 2019

Stochastic synthesis of recursive functions made easy with bananas, lenses, envelopes and barbed wire.
Genet. Program. Evolvable Mach., 2019

Extending the "Open-Closed Principle" to Automated Algorithm Configuration.
Evol. Comput., 2019

Implementing Digital Twins of Smart Factories with Interval Algebra.
Proceedings of the IEEE International Conference on Industrial Technology, 2019

Stochastic program synthesis via recursion schemes.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

A hybrid metaheuristic approach to a real world employee scheduling problem.
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.
Proceedings of the Applications of Evolutionary Computation, 2019

Quantum Program Synthesis: Swarm Algorithms and Benchmarks.
Proceedings of the Genetic Programming - 22nd European Conference, 2019

2018
Genetic Programming + Proof Search = Automatic Improvement.
J. Autom. Reason., 2018

Counterexample-Driven Genetic Programming: Heuristic Program Synthesis from Formal Specifications.
Evol. Comput., 2018

Subtype polymorphism à la carte via machine learning on dependent types.
Proceedings of the Companion Proceedings for the ISSTA/ECOOP 2018 Workshops, 2018

Counterexample-Driven Genetic Programming: Stochastic Synthesis of Provably Correct Programs.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Value-based manufacturing optimisation in serverless clouds for industry 4.0.
Proceedings of the Genetic and Evolutionary Computation Conference, 2018

Shift Scheduling and Employee Rostering: An Evolutionary Ruin & Stochastic Recreate Solution.
Proceedings of the 2018 10th Computer Science and Electronic Engineering Conference, 2018

2017
Search-Based Energy Optimization of Some Ubiquitous Algorithms.
IEEE Trans. Emerg. Top. Comput. Intell., 2017

Dependency Injection for Programming by Optimization.
CoRR, 2017

Counterexample-driven genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Deep Parameter Tuning of Concurrent Divide and Conquer Algorithms in Akka.
Proceedings of the Applications of Evolutionary Computation - 20th European Conference, 2017

Polytypic Genetic Programming.
Proceedings of the Applications of Evolutionary Computation - 20th European Conference, 2017

Sparse, Continuous Policy Representations for Uniform Online Bin Packing via Regression of Interpolants.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2017

Harmonic analysis and resynthesis of Sliding-Tile Puzzle heuristics.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016
Distance Metric Ensemble Learning and the Andrews-Curtis Conjecture.
CoRR, 2016

Iterated local search using an add and delete hyper-heuristic for university course timetabling.
Appl. Soft Comput., 2016

Variable Neighbourhood Search: A case study for a highly-constrained workforce scheduling problem.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Discovering Relational Structure in Program Synthesis Problems with Analogical Reasoning.
Proceedings of the Genetic Programming Theory and Practice XIV, 2016

Automatic Improvement of Apache Spark Queries using Semantics-preserving Program Reduction.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Iterative Cartesian Genetic Programming: Creating General Algorithms for Solving Travelling Salesman Problems.
Proceedings of the Genetic Programming - 19th European Conference, 2016

2015
Parallel Meta-heuristic Approaches to the Course Timetabling Problem.
Proceedings of the Design of Intelligent Systems Based on Fuzzy Logic, 2015

Haiku - a Scala Combinator Toolkit for Semi-automated Composition of Metaheuristics.
Proceedings of the Search-Based Software Engineering - 7th International Symposium, 2015

Object-Oriented Genetic Improvement for Improved Energy Consumption in Google Guava.
Proceedings of the Search-Based Software Engineering - 7th International Symposium, 2015

Behavioral Program Synthesis: Insights and Prospects.
Proceedings of the Genetic Programming Theory and Practice XIII [GPTP 2015]., 2015

The 'Blackboard Pattern' for Metaheuristics.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Embedded Dynamic Improvement.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Metaheuristic Design Pattern: Surrogate Fitness Functions.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Templar - A Framework for Template-Method Hyper-Heuristics.
Proceedings of the Genetic Programming - 18th European Conference, 2015

2014
Contrasting meta-learning and hyper-heuristic research: the role of evolutionary algorithms.
Genet. Program. Evolvable Mach., 2014

Effective learning hyper-heuristics for the course timetabling problem.
Eur. J. Oper. Res., 2014

On Irreducible Cyclic Presentations of the Trivial Group.
Exp. Math., 2014

Searching the Hyper-heuristic Design Space.
Cogn. Comput., 2014

Repairing and Optimizing Hadoop hashCode Implementations.
Proceedings of the Search-Based Software Engineering - 6th International Symposium, 2014

The 'composite' design pattern in metaheuristics.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Template method hyper-heuristics.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Benchmarks that matter for genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

The 'representative' metaheuristic design pattern.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

The executable experimental template pattern for the systematic comparison of metaheuristics: Extended Abstract.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Tagging in metaheuristics.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Structural stigmergy: a speculative pattern language for metaheuristics.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Hyperion2: a toolkit for {meta-, hyper-} heuristic research.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

2013
Pattern-guided genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Guiding Evolutionary Learning by Searching for Regularities in Behavioral Trajectories: A Case for Representation Agnosticism.
Proceedings of the 2013 AAAI Fall Symposia, Arlington, Virginia, USA, November 15-17, 2013, 2013

2012
Fitness Landscapes and the Andrews-Curtis Conjecture.
Int. J. Algebra Comput., 2012

A Comparison of Acceptance Criteria for the Daily Car-Pooling Problem.
Proceedings of the Computer and Information Sciences III, 2012

The automatic generation of mutation operators for genetic algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

2011
Efficiency issues in the kbmag procedure.
J. Log. Algebraic Methods Program., 2011

Hyperion - A Recursive Hyper-Heuristic Framework.
Proceedings of the Learning and Intelligent Optimization - 5th International Conference, 2011

Automatically designing selection heuristics.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

A Syntactic Approach to Prediction.
Proceedings of the Algorithmic Probability and Friends. Bayesian Prediction and Artificial Intelligence, 2011

2007
Automated Schematization for Web Service Applications.
Proceedings of the Web and Wireless Geographical Information Systems, 2007


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