Ed Keedwell

Orcid: 0000-0003-3650-6487

Affiliations:
  • University of Exeter, College of Engineering, Mathematics and Physical Sciences, UK


According to our database1, Ed Keedwell authored at least 85 papers between 2000 and 2024.

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Bibliography

2024
Greedy Strategies to Improve Phased Genetic Programming When Applied Directly to the Traveling Salesman Problem.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

Applying a Quantum Annealer to the Traffic Assignment Problem.
Proceedings of the Genetic and Evolutionary Computation Conference, 2024

A Differential Pheromone Grouping Ant Colony Optimization Algorithm for the 1-D Bin Packing Problem.
Proceedings of the Genetic and Evolutionary Computation Conference, 2024

2023
Genotype Diversity Measures for Escaping Plateau Regions in University Course Timetabling.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

Multi-Objective Multi-Gene Genetic Programming for the Prediction of Leakage in Water Distribution Networks.
Proceedings of the Genetic and Evolutionary Computation Conference, 2023

Using a Parallel Ensemble of Sequence-Based Selection Hyper-Heuristics for Electric Bus Scheduling.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

An Adaptive Sequence-Based Selection Hyper-Heuristic for Application to Electric Bus Scheduling.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

Phased Genetic Programming for Application to the Traveling Salesman Problem.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

2022
Using Evolutionary Routing Optimisation to Transition to Electric Vehicle Fleets.
Proceedings of the Advances in Computational Intelligence Systems, 2022

Networks of evolution: modelling and deconstructing genetic algorithms using dynamic networks.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

A hyper-heuristic approach for the PDPTW.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

Selection hyper-heuristics.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

An edge quality aware crossover operator for application to the capacitated vehicle routing problem.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

Towards a Many-Objective Optimiser for University Course Timetabling.
Proceedings of the Artificial Evolution, 2022

Defining a Quality Measure Within Crossover: An Electric Bus Scheduling Case Study.
Proceedings of the Artificial Evolution, 2022

2021
Application of metaheuristics for signal optimisation in transportation networks: A comprehensive survey.
Swarm Evol. Comput., 2021

Offline Learning with a Selection Hyper-Heuristic: An Application to Water Distribution Network Optimisation.
Evol. Comput., 2021

A hyper-heuristic approach based upon a hidden Markov model for the multi-stage nurse rostering problem.
Comput. Oper. Res., 2021

Learning assignment order in an ant colony optimiser for the university course timetabling problem.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

Wastewater systems planned maintenance scheduling using multi-objective optimisation.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

2020
Heterogenous Adaptive Ant Colony Optimization with 3-opt local search for the Travelling Salesman Problem.
Appl. Soft Comput., 2020

Human-Derived Heuristic Enhancement of an Evolutionary Algorithm for the 2D Bin-Packing Problem.
Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020

An approach to assess swarm intelligence algorithms based on complex networks.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Adaptive augmented evolutionary intelligence for the design of water distribution networks.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

2019
An analysis of heuristic subsequences for offline hyper-heuristic learning.
J. Heuristics, 2019

Analysing heuristic subsequences for offline hyper-heuristic learning.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Human-evolutionary problem solving through gamification of a bin-packing problem.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Augmented evolutionary intelligence: combining human and evolutionary design for water distribution network optimisation.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019

EMOCS: evolutionary multi-objective optimisation for clinical scorecard generation.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019

Optimisation of a Checkers Player Using Neural and Metaheuristic Approaches.
Proceedings of the Artificial Evolution, 2019

2018
A Novel Population Initialization Method Based on Support Vector Machine.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Investigating Behavioural Diversity via Gaussian Heterogeneous Ant Colony Optimization for Combinatorial Optimization Problems.
Proceedings of the 2nd International Conference on Advances in Artificial Intelligence, 2018


Automatic hyperparameter selection in Autodock.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017
A Hidden Markov Model Approach to the Problem of Heuristic Selection in Hyper-Heuristics with a Case Study in High School Timetabling Problems.
Evol. Comput., 2017

Clustering of hyper-heuristic selections using the Smith-Waterman algorithm for offline learning.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Offline Learning for Selection Hyper-heuristics with Elman Networks.
Proceedings of the Artificial Evolution, 2017

H-ACO: A Heterogeneous Ant Colony Optimisation Approach with Application to the Travelling Salesman Problem.
Proceedings of the Artificial Evolution, 2017

2016
A weighted cellular automata 2D inundation model for rapid flood analysis.
Environ. Model. Softw., 2016

Towards Many-Objective Optimisation with Hyper-heuristics: Identifying Good Heuristics with Indicators.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016

Multi-objective Optimisation with a Sequence-based Selection Hyper-heuristic.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016

2015
An investigation of the efficient implementation of cellular automata on multi-core CPU and GPU hardware.
J. Parallel Distributed Comput., 2015

Evolving robot sub-behaviour modules using Gene Expression Programming.
Genet. Program. Evolvable Mach., 2015

An analysis of the interface between evolutionary algorithm operators and problem features for water resources problems. A case study in water distribution network design.
Environ. Model. Softw., 2015

An Ant Colony Optimization and Tabu List Approach to the Detection of Gene-Gene Interactions in Genome-Wide Association Studies [Research Frontier].
IEEE Comput. Intell. Mag., 2015

Evolving Robotic Neuro-Controllers Using Gene Expression Programming.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

A Sequence-based Selection Hyper-heuristic Utilising a Hidden Markov Model.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Spatial and Temporal Visualisation of Evolutionary Algorithm Decisions in Water Distribution Network Optimisation.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

2014
A Subset-Based Ant Colony Optimisation with Tournament Path Selection for High-Dimensional Problems.
Trans. Comput. Collect. Intell., 2014

Evolutionary algorithms and other metaheuristics in water resources: Current status, research challenges and future directions.
Environ. Model. Softw., 2014

Artificial Development of Biologically Plausible Neural-Symbolic Networks.
Cogn. Comput., 2014

An evolutionary computational approach to phase and synchronization in biological circuits.
Proceedings of the 10th International Conference on Natural Computation, 2014

On using Gene Expression Programming to evolve multiple output robot controllers.
Proceedings of the 2014 IEEE International Conference on Evolvable Systems, 2014

Ant colony optimisation of decision trees for the detection of gene-gene interactions.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

An analysis of the area under the ROC curve and its use as a metric for comparing clinical scorecards.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

2013
Gene expression rule discovery and multi-objective ROC analysis using a neural-genetic hybrid.
Int. J. Data Min. Bioinform., 2013

Ant Colony Optimisation for Exploring Logical Gene-Gene Associations in Genome Wide Association Studies.
Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2013

Artificial development of connections in SHRUTI networks using a multi objective genetic algorithm.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Subset-based ant colony optimisation for the discovery of gene-gene interactions in genome wide association studies.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Pipe smoothing genetic algorithm for least cost water distribution network design.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Understanding the efficient parallelisation of cellular automata on CPU and GPGPU hardware.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

2012
Deductive Sort and Climbing Sort: New Methods for Non-Dominated Sorting.
Evol. Comput., 2012

T-ACO Tournament Ant Colony Optimisation for High-dimensional Problems.
Proceedings of the IJCCI 2012 - Proceedings of the 4th International Joint Conference on Computational Intelligence, Barcelona, Spain, 5, 2012

Continuous Trait-Based Particle Swarm Optimisation (CTB-PSO).
Proceedings of the Swarm Intelligence - 8th International Conference, 2012

2011
Ant colony optimisation to identify genetic variant association with type 2 diabetes.
Inf. Sci., 2011

Evolving Modularity in Robot Behaviour Using Gene Expression Programming.
Proceedings of the Towards Autonomous Robotic Systems - 12th Annual Conference, 2011

Markov chain hyper-heuristic (MCHH): an online selective hyper-heuristic for multi-objective continuous problems.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Benchmark multi-objective optimisation test problems with mixed encodings.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2010
Evolution of robotic behaviours using Gene Expression Programming.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Optimising multi-modal polynomial mutation operators for multi-objective problem classes.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Gene expression rule discovery with a multi-objective neural-genetic hybrid.
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine, 2010

2007
Gene finding and rule discovery with a multi-objective neural-genetic hybrid.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Hybridizing Cellular Automata Principles and NSGAII for Multi-objective Design of Urban Water Networks.
Proceedings of the Evolutionary Multi-Criterion Optimization, 4th International Conference, 2007

2005
Discovering Gene Networks with a Neural-Genetic Hybrid.
IEEE ACM Trans. Comput. Biol. Bioinform., 2005

A hybrid genetic algorithm for the design of water distribution networks.
Eng. Appl. Artif. Intell., 2005

Neural Networks and Temporal Gene Expression Data.
Proceedings of the Applications of Evolutionary Computing, 2005

Two-Phase EA/k-NN for Feature Selection and Classification in Cancer Microarray Datasets.
Proceedings of the 2005 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2005

2004
Single-layer artificial neural networks for gene expression analysis.
Neurocomputing, 2004

Hybrid Genetic Algorithms for Multi-Objective Optimisation of Water Distribution Networks.
Proceedings of the Genetic and Evolutionary Computation, 2004

Analyzing gene expression data for childhood medulloblastoma survival with artificial neural networks.
Proceedings of the 2004 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2004

2003
Knowledge discovery from gene expression data using neural-genetic models : a comparative study of four European countries with special attention to the education of these children.
PhD thesis, 2003

Genetic Algorithms for Gene Expression Analysis.
Proceedings of the Applications of Evolutionary Computing, 2003

2000
Creating rules from trained networks using genetic algorithms.
Int. J. Comput. Syst. Signals, 2000

From data mining to rule refining A new tool for post data mining rule optimisation.
Proceedings of the 12th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2000), 2000

Evolving rules from neural networks trained on continuous data.
Proceedings of the 2000 Congress on Evolutionary Computation, 2000


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