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Dr Angus Kenny

Casual Academic
Â鶹Éçmadou Canberra
Eng & Tech - Teaching
  • Book Chapters | 2025
    Kenny A; Ray T; Singh HK, 2025, 'An Extension of the Welded Beam Problem that Includes Multiple Interacting Design Concepts', in , pp. 211 - 225,
    Book Chapters | 2024
    Kenny A; Ray T; Limmer S; Singh HK; Rodemann T; Olhofer M, 2024, 'A Hierarchical Dissimilarity Metric for Automated Machine Learning Pipelines, and Visualizing Search Behaviour', in , pp. 115 - 129,
    Book Chapters | 2023
    Kenny A; Ray T; Singh HK; Li X, 2023, 'A Test Suite for Multi-objective Multi-fidelity Optimization', in , pp. 361 - 373,
  • Journal articles | 2024
    Kenny A; Ray T; Singh H, 2024, 'A framework for design optimization across multiple concepts', Scientific Reports, 14,
    Journal articles | 2023
    Kenny A; Ray T; Singh HK, 2023, 'An Iterative Two-Stage Multifidelity Optimization Algorithm for Computationally Expensive Problems', IEEE Transactions on Evolutionary Computation, 27, pp. 520 - 534,
  • Conference Papers | 2024
    Kenny A; Ray T; Limmer S; Singh HK; Rodemann T; Olhofer M, 2024, 'Using Bayesian Optimization to Improve Hyperparameter Search in TPOT', in Gecco 2024 Proceedings of the 2024 Genetic and Evolutionary Computation Conference, pp. 340 - 348,
    Conference Papers | 2023
    Kenny A; Ray T; Limmer S; Singh HK; Rodemann T; Olhofer M, 2023, 'Hybridizing TPOT with Bayesian Optimization', in GECCO 2023 - Proceedings of the 2023 Genetic and Evolutionary Computation Conference, pp. 502 - 510,
    Conference Papers | 2019
    Kenny A; Ernst AT; Li X; Sun Y, 2019, 'An improved merge search algorithm for the constrained pit problem in open-pit mining', in Gecco 2019 Proceedings of the 2019 Genetic and Evolutionary Computation Conference, pp. 294 - 302,
    Conference Papers | 2018
    Kenny A; Li X; Ernst AT, 2018, 'A merge search algorithm and its application to the constrained pit problem in mining', in Gecco 2018 Proceedings of the 2018 Genetic and Evolutionary Computation Conference, pp. 316 - 323,
    Conference Papers | 2017
    Kenny A; Li X; Ernst AT; Thiruvady D, 2017, 'Towards solving large-scale precedence constrained production scheduling problems in mining', in Gecco 2017 Proceedings of the 2017 Genetic and Evolutionary Computation Conference, pp. 1137 - 1144,
    Conference Papers | 2017
    Kenny A; Li X, 2017, 'A study on pre-training deep neural networks using particle swarm optimisation', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 361 - 372,
    Conference Papers | 2016
    Kenny A; Li X; Qin AK; Ernst AT, 2016, 'A population-based local search technique with random descent and jump for the steiner tree problem in graphs', in Gecco 2016 Proceedings of the 2016 Genetic and Evolutionary Computation Conference, pp. 333 - 340,