Metaheuristics “In the Large”
Swan, Jerry, Adriaensen, Steven, Brownlee, Alexander E.I., Hammond, Kevin, Johnson, Colin G., Kheiri, Ahmed, Krawiec, Faustyna, Merelo, J.J., Minku, Leandro L., Özcan, Ender, Pappa, Gisele L., García-Sánchez, Pablo, Sörensen, Kenneth, Voß, Stefan, Wagner, Markus, White, David R.
Published in European journal of operational research (01.03.2022)
Published in European journal of operational research (01.03.2022)
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Journal Article
Fitness Modeling With Markov Networks
Brownlee, Alexander E. I., McCall, John A. W., Qingfu Zhang
Published in IEEE transactions on evolutionary computation (01.12.2013)
Published in IEEE transactions on evolutionary computation (01.12.2013)
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Journal Article
Topographical optimisation of single-storey non-domestic steel framed buildings using photovoltaic panels for net-zero carbon impact
McKinstray, Ross, Lim, James B.P., Tanyimboh, Tiku T., Phan, Duoc T., Sha, Wei, Brownlee, Alexander E.I.
Published in Building and environment (01.04.2015)
Published in Building and environment (01.04.2015)
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Journal Article
Detection of a facemask in real-time using deep learning methods: Prevention of Covid 19
Kashyap, Gautam Siddharth, Sohlot, Jatin, Siddiqui, Ayesha, Siddiqui, Ramsha, Malik, Karan, Wazir, Samar, Brownlee, Alexander E I
Published in arXiv.org (28.01.2024)
Published in arXiv.org (28.01.2024)
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Paper
Journal Article
Enhancing Genetic Improvement Mutations Using Large Language Models
Brownlee, Alexander E I, Callan, James, Even-Mendoza, Karine, Geiger, Alina, Hanna, Carol, Petke, Justyna, Sarro, Federica, Sobania, Dominik
Published in arXiv.org (18.10.2023)
Published in arXiv.org (18.10.2023)
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Paper
Journal Article
Updating Gin's profiler for current Java
Watkinson, Myles, Brownlee, Alexander E.I
Published in 2023 IEEE/ACM International Workshop on Genetic Improvement (GI) (01.05.2023)
Published in 2023 IEEE/ACM International Workshop on Genetic Improvement (GI) (01.05.2023)
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Conference Proceeding
Evolutionary Computation and Explainable AI: A Roadmap to Understandable Intelligent Systems
Zhou, Ryan, Bacardit, Jaume, Brownlee, Alexander E. I., Cagnoni, Stefano, Fyvie, Martin, Iacca, Giovanni, McCall, John, van Stein, Niki, Walker, David J., Hu, Ting
Published in IEEE transactions on evolutionary computation (22.10.2024)
Published in IEEE transactions on evolutionary computation (22.10.2024)
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Journal Article
Metaheuristics "In the Large"
Swan, Jerry, Adriaensen, Steven, Brownlee, Alexander E I, Hammond, Kevin, Johnson, Colin G, Kheiri, Ahmed, Krawiec, Faustyna, Merelo, J J, Minku, Leandro L, Özcan, Ender, Pappa, Gisele L, García-Sánchez, Pablo, Sörensen, Kenneth, Voß, Stefan, Wagner, Markus, White, David R
Published in arXiv.org (03.06.2021)
Published in arXiv.org (03.06.2021)
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Paper
Journal Article
Towards explainable metaheuristics: Feature extraction from trajectory mining
Fyvie, Martin, McCall, John A. W., Christie, Lee A., Brownlee, Alexander E. I., Singh, Manjinder
Published in Expert systems (02.11.2023)
Published in Expert systems (02.11.2023)
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Journal Article
Conflict-free routing of multi-stop warehouse trucks
Brownlee, Alexander E. I., Swan, Jerry, Senington, Richard, Kocsis, Zoltan A.
Published in Optimization letters (01.09.2020)
Published in Optimization letters (01.09.2020)
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Journal Article