Darren M. Chitty

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 35

Top Venues

University of Bristol, UK (PHD)

Education History

University of Bristol, UK

PHD

Publications

Darren M. Chitty, Ed Keedwell
Greedy Strategies to Improve Phased Genetic Programming When Applied Directly to the Traveling Salesman Problem. GECCO Companion (2024)
Darren M. Chitty
Improving the Efficiency Of Genetic Programming for Classification Tasks Using a Phased Approach. GECCO Companion (2024)
Darren M. Chitty, James Charles, Alberto Moraglio, Ed Keedwell
Applying a Quantum Annealer to the Traffic Assignment Problem. GECCO (2024)
Darren M. Chitty
Strategies to Apply Genetic Programming Directly to the Traveling Salesman Problem. UKCI (2023)
Darren M. Chitty, James Lewis, Ed Keedwell
An Adaptive Sequence-Based Selection Hyper-Heuristic for Application to Electric Bus Scheduling. GECCO Companion (2023)
Darren M. Chitty, Ed Keedwell
Phased Genetic Programming for Application to the Traveling Salesman Problem. GECCO Companion (2023)
Darren M. Chitty, James Lewis, Ed Keedwell
Using a Parallel Ensemble of Sequence-Based Selection Hyper-Heuristics for Electric Bus Scheduling. GECCO Companion (2023)
Darren M. Chitty, Ed Keedwell
Defining a Quality Measure Within Crossover: An Electric Bus Scheduling Case Study. EA (2022)
Darren M. Chitty, William B. Yates, Ed Keedwell
Using Evolutionary Routing Optimisation to Transition to Electric Vehicle Fleets. UKCI (2022)
Darren M. Chitty, William B. Yates, Ed Keedwell
An edge quality aware crossover operator for application to the capacitated vehicle routing problem. GECCO Companion (2022)
Darren M. Chitty
Combining Edge Recombination Crossover with Ant Colony Optimisation for Improved Routing. IntelliSys (2) (2022)
Darren M. Chitty
Accelerating genetic algorithm evolution via ant-based mutation and crossover for application to large-scale TSPs. GECCO Companion (2022)
Darren M. Chitty
An Ant Colony Optimisation Inspired Crossover Operator for Permutation Type Problems. CEC (2021)
Darren M. Chitty
Partial-ACO as a GA mutation operator applied to TSP instances. GECCO Companion (2021)
Darren M. Chitty
A Greedy Approach to Ant Colony Optimisation Inspired Mutation for Permutation Type Problems. SSCI (2021)
Darren M. Chitty
A partially asynchronous global parallel genetic algorithm. GECCO Companion (2021)
Darren M. Chitty
ACO Inspired GA Mutation Applied to the TSP. UKCI (2021)
Darren M. Chitty
Partial-ACO Mutation Strategies to Scale-Up Fleet Optimisation and Improve Air Quality (Best Application Paper). SGAI Conf. (2020)
Darren M. Chitty
Scalable Partial-ACO Applied to Fleet Optimisation: Sampling and Multi-Colony Approaches. SSCI (2020)
Darren M. Chitty, Elizabeth F. Wanner, Rakhi Parmar, Peter R. Lewis
Applying Partial-ACO to Large-scale Vehicle Fleet Optimisation. CoRR (2019)
Darren M. Chitty, Elizabeth F. Wanner, Rakhi Parmar, Peter R. Lewis
Can Bio-Inspired Swarm Algorithms Scale to Modern Societal Problems? ALIFE (2019)
Darren M. Chitty, Elizabeth F. Wanner, Rakhi Parmar, Peter R. Lewis
Can Bio-Inspired Swarm Algorithms Scale to Modern Societal Problems. CoRR (2019)
Darren M. Chitty, Elizabeth F. Wanner, Rakhi Parmar, Peter R. Lewis
Scaling ACO to large-scale vehicle fleet optimisation via partial-ACO. GECCO (Companion) (2019)
Darren M. Chitty, Rakhi Parmar, Peter R. Lewis
Improving Urban Air Quality Through Long-Term Optimisation of Vehicle Fleets. IntelliSys (2) (2019)
Darren M. Chitty
Exploiting Tournament Selection for Efficient Parallel Genetic Programming. UKCI (2018)
Darren M. Chitty
Exploiting Tournament Selection for Efficient Parallel Genetic Programming. CoRR (2018)
Darren M. Chitty
Applying ACO to Large Scale TSP Instances. UKCI (2017)
Darren M. Chitty
Applying ACO To Large Scale TSP Instances. CoRR (2017)
Darren M. Chitty, Shengxiang Yang, Mario A. Góngora
Robustness and Evolutionary Dynamic Optimisation of Airport Security Schedules. MENDEL (2017)
Darren M. Chitty, Shengxiang Yang, Mario A. Góngora
Considering flexibility in the evolutionary dynamic optimisation of airport security lane schedules. SSCI (2017)
Darren M. Chitty
Faster GPU-based genetic programming using a two-dimensional stack. Soft Comput. 21 (14) (2017)
Darren M. Chitty
Faster GPU Based Genetic Programming Using A Two Dimensional Stack. CoRR (2016)
Darren M. Chitty
Improving the performance of GPU-based genetic programming through exploitation of on-chip memory. Soft Comput. 20 (2) (2016)
Darren M. Chitty, Mario A. Góngora, Shengxiang Yang
Evolutionary dynamic optimisation of airport security lane schedules. SSCI (2016)
Darren M. Chitty
Experiments with High Performance Genetic Programming for Classification Problems. SGAI Conf. (2016)
Darren M. Chitty
Multi-objective evolutionary auto-tuning for optimising algorithm speed and cache memory usage. GECCO (Companion) (2013)
Darren M. Chitty
Fast parallel genetic programming: multi-core CPU versus many-core GPU. Soft Comput. 16 (10) (2012)
Darren M. Chitty
A data parallel approach to genetic programming using programmable graphics hardware. GECCO (2007)
Claire J. Thie, Darren M. Chitty, Colin M. Reed
Using evolutionary algorithms and dynamic programming to solve uncertain multi-criteria optimization problems with application to lifetime management for military platforms. GECCO Workshops (2005)
Darren M. Chitty
An Evolved Autonomous Controller for Satellite Task Scheduling. GECCO (1) (2004)
Darren M. Chitty, Marcel L. Hernandez
A Hybrid Ant Colony Optimisation Technique for Dynamic Vehicle Routing. GECCO (1) (2004)

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Publication Activity (10 Years)

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Darren M. Chitty