Angus Kenny

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 10

Top Topics

Production Scheduling

Particle Swarm Optimisation

Search Algorithm

Optimization Algorithm

Top Venues

IEEE Trans. Evol. Comput.

Publications

Angus Kenny, Tapabrata Ray, Steffen Limmer, Hemant Kumar Singh, Tobias Rodemann, Markus Olhofer
Using Bayesian Optimization to Improve Hyperparameter Search in TPOT. GECCO (2024)
Angus Kenny, Tapabrata Ray, Steffen Limmer, Hemant Kumar Singh, Tobias Rodemann, Markus Olhofer
A Hierarchical Dissimilarity Metric for Automated Machine Learning Pipelines, and Visualizing Search Behaviour. EvoApplications@EvoStar (2024)
Angus Kenny, Tapabrata Ray, Steffen Limmer, Hemant Kumar Singh, Tobias Rodemann, Markus Olhofer
Hybridizing TPOT with Bayesian Optimization. GECCO (2023)
Angus Kenny, Tapabrata Ray, Hemant Kumar Singh, Xiaodong Li
A Test Suite for Multi-objective Multi-fidelity Optimization. EMO (2023)
Angus Kenny, Tapabrata Ray, Hemant Kumar Singh
An Iterative Two-Stage Multifidelity Optimization Algorithm for Computationally Expensive Problems. IEEE Trans. Evol. Comput. 27 (3) (2023)
Angus Kenny, Xiaodong Li, Andreas T. Ernst, Yuan Sun
An improved merge search algorithm for the constrained pit problem in open-pit mining. GECCO (2019)
Angus Kenny, Xiaodong Li, Andreas T. Ernst
A merge search algorithm and its application to the constrained pit problem in mining. GECCO (2018)
Angus Kenny, Xiaodong Li, Andreas T. Ernst, Dhananjay R. Thiruvady
Towards solving large-scale precedence constrained production scheduling problems in mining. GECCO (2017)
Angus Kenny, Xiaodong Li
A Study on Pre-training Deep Neural Networks Using Particle Swarm Optimisation. SEAL (2017)
Angus Kenny, Xiaodong Li, A. Kai Qin, Andreas T. Ernst
A Population-based Local Search Technique with Random Descent and Jump for the Steiner Tree Problem in Graphs. GECCO (2016)