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pro vyhledávání: '"Brownlee, Alexander E I"'
Autor:
Catalano, GianCarlo, Brownlee, Alexander E. I., Cairns, David, McCall, John, Ainslie, Russell
Genetic Algorithms have established their capability for solving many complex optimization problems. Even as good solutions are produced, the user's understanding of a problem is not necessarily improved, which can lead to a lack of confidence in the
Externí odkaz:
http://arxiv.org/abs/2404.04388
Autor:
Bezerra, Leonardo C. T., Brownlee, Alexander E. I., Alvarenga, Luana Ferraz, Moioli, Renan Cipriano, Batista, Thais Vasconcelos
Artificial intelligence (AI) has driven many information and communication technology (ICT) breakthroughs. Nonetheless, the scope of ICT systems has expanded far beyond AI since the Turing test proposal. Critically, recent AI regulation proposals ado
Externí odkaz:
http://arxiv.org/abs/2402.05048
Autor:
Kashyap, Gautam Siddharth, Sohlot, Jatin, Siddiqui, Ayesha, Siddiqui, Ramsha, Malik, Karan, Wazir, Samar, Brownlee, Alexander E. I.
A health crisis is raging all over the world with the rapid transmission of the novel-coronavirus disease (Covid-19). Out of the guidelines issued by the World Health Organisation (WHO) to protect us against Covid-19, wearing a facemask is the most e
Externí odkaz:
http://arxiv.org/abs/2401.15675
Autor:
Brownlee, Alexander E. I., Callan, James, Even-Mendoza, Karine, Geiger, Alina, Hanna, Carol, Petke, Justyna, Sarro, Federica, Sobania, Dominik
Publikováno v:
Arcaini, P., Yue, T., Fredericks, E.M. (eds) Search-Based Software Engineering. SSBSE 2023. Lecture Notes in Computer Science, vol 14415. Springer, Cham
Large language models (LLMs) have been successfully applied to software engineering tasks, including program repair. However, their application in search-based techniques such as Genetic Improvement (GI) is still largely unexplored. In this paper, we
Externí odkaz:
http://arxiv.org/abs/2310.19813
Autor:
Kashyap, Gautam Siddharth, Brownlee, Alexander E. I., Phukan, Orchid Chetia, Malik, Karan, Wazir, Samar
The well-known Vehicle Routing Problem with Time Windows (VRPTW) aims to reduce the cost of moving goods between several destinations while accommodating constraints like set time windows for certain locations and vehicle capacity. Applications of th
Externí odkaz:
http://arxiv.org/abs/2306.02308
Metaheuristic search algorithms look for solutions that either maximise or minimise a set of objectives, such as cost or performance. However most real-world optimisation problems consist of nonlinear problems with complex constraints and conflicting
Externí odkaz:
http://arxiv.org/abs/2206.14135
Autor:
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.
Following decades of sustained improvement, metaheuristics are one of the great success stories of optimization research. However, in order for research in metaheuristics to avoid fragmentation and a lack of reproducibility, there is a pressing need
Externí odkaz:
http://arxiv.org/abs/2011.09821
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