Darren M. Chitty

44 papers A 3B 1C 1Journal 8Unranked 30
YearRankTypeTitle / Venue / Authors
2025 A conf
Ensemble Phased Genetic Programming for Roundabout Turn Restriction Prediction.
GECCO
Darren M. Chitty, Ayah M. Helal, Sareh Rowlands, Craig R. G. Willis, Christopher Underwood, Ed Keedwell
2024 A conf
Applying a Quantum Annealer to the Traffic Assignment Problem.
GECCO
Darren M. Chitty, James Charles, Alberto Moraglio, Ed Keedwell
2024 — conf
Comparing Quantum Annealer and Metaheuristic Methods to Solve the Steiner Tree Problem.
EA
Darren M. Chitty, James Charles, Alberto Moraglio, Edward C. Keedwell
2024 — conf
Greedy Strategies to Improve Phased Genetic Programming When Applied Directly to the Traveling Salesman Problem.
GECCO Companion
Darren M. Chitty, Ed Keedwell
2024 — conf
Improving the Efficiency Of Genetic Programming for Classification Tasks Using a Phased Approach.
GECCO Companion
Darren M. Chitty
2023 — conf
An Adaptive Sequence-Based Selection Hyper-Heuristic for Application to Electric Bus Scheduling.
GECCO Companion
Darren M. Chitty, James Lewis, Ed Keedwell
2023 — conf
Phased Genetic Programming for Application to the Traveling Salesman Problem.
GECCO Companion
Darren M. Chitty, Ed Keedwell
2023 — conf
Strategies to Apply Genetic Programming Directly to the Traveling Salesman Problem.
UKCI
Darren M. Chitty
2023 — conf
Using a Parallel Ensemble of Sequence-Based Selection Hyper-Heuristics for Electric Bus Scheduling.
GECCO Companion
Darren M. Chitty, James Lewis, Ed Keedwell
2022 — conf
Accelerating genetic algorithm evolution via ant-based mutation and crossover for application to large-scale TSPs.
GECCO Companion
Darren M. Chitty
2022 — conf
An edge quality aware crossover operator for application to the capacitated vehicle routing problem.
GECCO Companion
Darren M. Chitty, William B. Yates, Ed Keedwell
2022 — conf
Combining Edge Recombination Crossover with Ant Colony Optimisation for Improved Routing.
IntelliSys (2)
Darren M. Chitty
2022 — conf
Defining a Quality Measure Within Crossover: An Electric Bus Scheduling Case Study.
EA
Darren M. Chitty, Ed Keedwell
2022 — conf
Using Evolutionary Routing Optimisation to Transition to Electric Vehicle Fleets.
UKCI
Darren M. Chitty, William B. Yates, Ed Keedwell
2021 — conf
A Greedy Approach to Ant Colony Optimisation Inspired Mutation for Permutation Type Problems.
SSCI
Darren M. Chitty
2021 — conf
A partially asynchronous global parallel genetic algorithm.
GECCO Companion
Darren M. Chitty
2021 — conf
ACO Inspired GA Mutation Applied to the TSP.
UKCI
Darren M. Chitty
2021 B conf
An Ant Colony Optimisation Inspired Crossover Operator for Permutation Type Problems.
CEC
Darren M. Chitty
2021 — conf
Partial-ACO as a GA mutation operator applied to TSP instances.
GECCO Companion
Darren M. Chitty
2020 — conf
Partial-ACO Mutation Strategies to Scale-Up Fleet Optimisation and Improve Air Quality (Best Application Paper).
SGAI Conf.
Darren M. Chitty
2020 — conf
Scalable Partial-ACO Applied to Fleet Optimisation: Sampling and Multi-Colony Approaches.
SSCI
Darren M. Chitty
2019 J jnl
Applying Partial-ACO to Large-scale Vehicle Fleet Optimisation.
CoRR
Darren M. Chitty, Elizabeth F. Wanner, Rakhi Parmar, Peter R. Lewis
2019 J jnl
Can Bio-Inspired Swarm Algorithms Scale to Modern Societal Problems.
CoRR
Darren M. Chitty, Elizabeth F. Wanner, Rakhi Parmar, Peter R. Lewis
2019 C conf
Can Bio-Inspired Swarm Algorithms Scale to Modern Societal Problems?
ALIFE
Darren M. Chitty, Elizabeth F. Wanner, Rakhi Parmar, Peter R. Lewis
2019 — conf
Improving Urban Air Quality Through Long-Term Optimisation of Vehicle Fleets.
IntelliSys (2)
Darren M. Chitty, Rakhi Parmar, Peter R. Lewis
2019 — conf
Scaling ACO to large-scale vehicle fleet optimisation via partial-ACO.
GECCO (Companion)
Darren M. Chitty, Elizabeth F. Wanner, Rakhi Parmar, Peter R. Lewis
2018 — conf
Exploiting Tournament Selection for Efficient Parallel Genetic Programming.
UKCI
Darren M. Chitty
2018 J jnl
Exploiting Tournament Selection for Efficient Parallel Genetic Programming.
CoRR
Darren M. Chitty
2017 J jnl
Applying ACO To Large Scale TSP Instances.
CoRR
Darren M. Chitty
2017 — conf
Applying ACO to Large Scale TSP Instances.
UKCI
Darren M. Chitty
2017 — conf
Considering flexibility in the evolutionary dynamic optimisation of airport security lane schedules.
SSCI
Darren M. Chitty, Shengxiang Yang, Mario Gongora
2017 J jnl
Faster GPU-based genetic programming using a two-dimensional stack.
Soft Comput.
Darren M. Chitty
2017 — conf
Robustness and Evolutionary Dynamic Optimisation of Airport Security Schedules.
MENDEL
Darren M. Chitty, Shengxiang Yang, Mario Gongora
2016 — conf
Evolutionary dynamic optimisation of airport security lane schedules.
SSCI
Darren M. Chitty, Mario Gongora, Shengxiang Yang
2016 — conf
Experiments with High Performance Genetic Programming for Classification Problems.
SGAI Conf.
Darren M. Chitty
2016 J jnl
Faster GPU Based Genetic Programming Using A Two Dimensional Stack.
CoRR
Darren M. Chitty
2016 J jnl
Improving the performance of GPU-based genetic programming through exploitation of on-chip memory.
Soft Comput.
Darren M. Chitty
2015 — —
Improving the computational speed of genetic programming.
Darren M. Chitty
2013 — conf
Multi-objective evolutionary auto-tuning for optimising algorithm speed and cache memory usage.
GECCO (Companion)
Darren M. Chitty
2012 J jnl
Fast parallel genetic programming: multi-core CPU versus many-core GPU.
Soft Comput.
Darren M. Chitty
2007 A conf
A data parallel approach to genetic programming using programmable graphics hardware.
GECCO
Darren M. Chitty
2005 — conf
Using evolutionary algorithms and dynamic programming to solve uncertain multi-criteria optimization problems with application to lifetime management for military platforms.
GECCO Workshops
Claire J. Thie, Darren M. Chitty, Colin M. Reed
2004 — conf
A Hybrid Ant Colony Optimisation Technique for Dynamic Vehicle Routing.
GECCO (1)
Darren M. Chitty, Marcel L. Hernandez
2004 — conf
An Evolved Autonomous Controller for Satellite Task Scheduling.
GECCO (1)
Darren M. Chitty