Angus Kenny

According to our database, Angus Kenny authored at least 10 papers between 2016 and 2024.

Collaborative distances:

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

2024

Using Bayesian Optimization to Improve Hyperparameter Search in TPOT.

Angus Kenny, Tapabrata Ray, Steffen Limmer, Hemant Kumar Singh, Tobias Rodemann, Markus Olhofer

Proceedings of the Genetic and Evolutionary Computation Conference, 2024

A Hierarchical Dissimilarity Metric for Automated Machine Learning Pipelines, and Visualizing Search Behaviour.

Angus Kenny, Tapabrata Ray, Steffen Limmer, Hemant Kumar Singh, Tobias Rodemann, Markus Olhofer

Proceedings of the Applications of Evolutionary Computation - 27th European Conference, 2024

2023

An Iterative Two-Stage Multifidelity Optimization Algorithm for Computationally Expensive Problems.

Angus Kenny, Tapabrata Ray, Hemant Kumar Singh

IEEE Trans. Evol. Comput., 2023

Hybridizing TPOT with Bayesian Optimization.

Angus Kenny, Tapabrata Ray, Steffen Limmer, Hemant Kumar Singh, Tobias Rodemann, Markus Olhofer

Proceedings of the Genetic and Evolutionary Computation Conference, 2023

A Test Suite for Multi-objective Multi-fidelity Optimization.

Angus Kenny, Tapabrata Ray, Hemant Kumar Singh, Xiaodong Li

Proceedings of the Evolutionary Multi-Criterion Optimization, 2023

2019

An improved merge search algorithm for the constrained pit problem in open-pit mining.

Angus Kenny, Xiaodong Li, Andreas T. Ernst, Yuan Sun

Proceedings of the Genetic and Evolutionary Computation Conference, 2019

2018

A merge search algorithm and its application to the constrained pit problem in mining.

Angus Kenny, Xiaodong Li, Andreas T. Ernst

Proceedings of the Genetic and Evolutionary Computation Conference, 2018

2017

A Study on Pre-training Deep Neural Networks Using Particle Swarm Optimisation.

Angus Kenny, Xiaodong Li

Proceedings of the Simulated Evolution and Learning - 11th International Conference, 2017

Towards solving large-scale precedence constrained production scheduling problems in mining.

Angus Kenny, Xiaodong Li, Andreas T. Ernst, Dhananjay R. Thiruvady

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

2016

A Population-based Local Search Technique with Random Descent and Jump for the Steiner Tree Problem in Graphs.

Angus Kenny, Xiaodong Li, A. Kai Qin, Andreas T. Ernst

Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016