Darren M. Chitty

According to our database, Darren M. Chitty authored at least 38 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Greedy Strategies to Improve Phased Genetic Programming When Applied Directly to the Traveling Salesman Problem.

Darren M. Chitty, Ed Keedwell

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

Applying a Quantum Annealer to the Traffic Assignment Problem.

Darren M. Chitty, James Charles, Alberto Moraglio, Ed Keedwell

Proceedings of the Genetic and Evolutionary Computation Conference, 2024

Improving the Efficiency Of Genetic Programming for Classification Tasks Using a Phased Approach.

Darren M. Chitty

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

2023

Strategies to Apply Genetic Programming Directly to the Traveling Salesman Problem.

Darren M. Chitty

Proceedings of the Advances in Computational Intelligence Systems, 2023

Using a Parallel Ensemble of Sequence-Based Selection Hyper-Heuristics for Electric Bus Scheduling.

Darren M. Chitty, James Lewis, Ed Keedwell

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.

Darren M. Chitty, James Lewis, Ed Keedwell

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

Phased Genetic Programming for Application to the Traveling Salesman Problem.

Darren M. Chitty, Ed Keedwell

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.

Darren M. Chitty, William B. Yates, Ed Keedwell

Proceedings of the Advances in Computational Intelligence Systems, 2022

Combining Edge Recombination Crossover with Ant Colony Optimisation for Improved Routing.

Darren M. Chitty

Proceedings of the Intelligent Systems and Applications, 2022

An edge quality aware crossover operator for application to the capacitated vehicle routing problem.

Darren M. Chitty, William B. Yates, Ed Keedwell

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

Accelerating genetic algorithm evolution via ant-based mutation and crossover for application to large-scale TSPs.

Darren M. Chitty

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

Defining a Quality Measure Within Crossover: An Electric Bus Scheduling Case Study.

Darren M. Chitty, Ed Keedwell

Proceedings of the Artificial Evolution, 2022

2021

ACO Inspired GA Mutation Applied to the TSP.

Darren M. Chitty

Proceedings of the Advances in Computational Intelligence Systems, 2021

A Greedy Approach to Ant Colony Optimisation Inspired Mutation for Permutation Type Problems.

Darren M. Chitty

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

A partially asynchronous global parallel genetic algorithm.

Darren M. Chitty

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

Partial-ACO as a GA mutation operator applied to TSP instances.

Darren M. Chitty

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

An Ant Colony Optimisation Inspired Crossover Operator for Permutation Type Problems.

Darren M. Chitty

Proceedings of the IEEE Congress on Evolutionary Computation, 2021

2020

Scalable Partial-ACO Applied to Fleet Optimisation: Sampling and Multi-Colony Approaches.

Darren M. Chitty

Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

Partial-ACO Mutation Strategies to Scale-Up Fleet Optimisation and Improve Air Quality (Best Application Paper).

Darren M. Chitty

Proceedings of the Artificial Intelligence XXXVII, 2020

2019

Applying Partial-ACO to Large-scale Vehicle Fleet Optimisation.

Darren M. Chitty, Elizabeth F. Wanner, Rakhi Parmar, Peter R. Lewis

CoRR, 2019

Can Bio-Inspired Swarm Algorithms Scale to Modern Societal Problems?

Darren M. Chitty, Elizabeth F. Wanner, Rakhi Parmar, Peter R. Lewis

Proceedings of the 2019 Conference on Artificial Life, 2019

Improving Urban Air Quality Through Long-Term Optimisation of Vehicle Fleets.

Darren M. Chitty, Rakhi Parmar, Peter R. Lewis

Proceedings of the Intelligent Systems and Applications, 2019

Scaling ACO to large-scale vehicle fleet optimisation via partial-ACO.

Darren M. Chitty, Elizabeth F. Wanner, Rakhi Parmar, Peter R. Lewis

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

2018

Exploiting Tournament Selection for Efficient Parallel Genetic Programming.

Darren M. Chitty

Proceedings of the Advances in Computational Intelligence Systems, 2018

2017

Faster GPU-based genetic programming using a two-dimensional stack.

Darren M. Chitty

Soft Comput., 2017

Applying ACO to Large Scale TSP Instances.

Darren M. Chitty

Proceedings of the Advances in Computational Intelligence Systems, 2017

Considering flexibility in the evolutionary dynamic optimisation of airport security lane schedules.

Darren M. Chitty, Shengxiang Yang, Mario Gongora

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Robustness and Evolutionary Dynamic Optimisation of Airport Security Schedules.

Darren M. Chitty, Shengxiang Yang, Mario Gongora

Proceedings of the Recent Advances in Soft Computing, 2017

2016

Improving the performance of GPU-based genetic programming through exploitation of on-chip memory.

Darren M. Chitty

Soft Comput., 2016

Evolutionary dynamic optimisation of airport security lane schedules.

Darren M. Chitty, Mario Gongora, Shengxiang Yang

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

Experiments with High Performance Genetic Programming for Classification Problems.

Darren M. Chitty

Proceedings of the Research and Development in Intelligent Systems XXXIII, 2016

2015

Improving the computational speed of genetic programming.

Darren M. Chitty

PhD thesis, 2015

2013

Multi-objective evolutionary auto-tuning for optimising algorithm speed and cache memory usage.

Darren M. Chitty

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

2012

Fast parallel genetic programming: multi-core CPU versus many-core GPU.

Darren M. Chitty

Soft Comput., 2012

2007

A data parallel approach to genetic programming using programmable graphics hardware.

Darren M. Chitty

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

2005

Using evolutionary algorithms and dynamic programming to solve uncertain multi-criteria optimization problems with application to lifetime management for military platforms.

Claire J. Thie, Darren M. Chitty, Colin M. Reed

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

2004

A Hybrid Ant Colony Optimisation Technique for Dynamic Vehicle Routing.

Darren M. Chitty, Marcel L. Hernandez

Proceedings of the Genetic and Evolutionary Computation, 2004

An Evolved Autonomous Controller for Satellite Task Scheduling.

Darren M. Chitty

Proceedings of the Genetic and Evolutionary Computation, 2004