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Published in 2018 at "IEEE Control Systems Letters"
DOI: 10.1109/lcsys.2018.2834316
Abstract: In this letter, we study distributed optimization, where a network of agents, abstracted as a directed graph, collaborates to minimize the average of locally known convex functions. Most of the existing approaches over directed graphs…
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Keywords:
optimization directed;
linear algorithm;
algorithm optimization;
graphs geometric ... See more keywords
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Published in 2021 at "IEEE Transactions on Antennas and Propagation"
DOI: 10.1109/tap.2020.3026922
Abstract: An ultra broadband all-dielectric transmitarray antenna (TA) is designed based on genetic algorithm optimization (GAO) and 3-D print fabrication technology. The array element is composed of all-dielectric pillars with different sizes distributed on the two…
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Keywords:
based genetic;
genetic algorithm;
technology;
algorithm optimization ... See more keywords
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Published in 2022 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2022.3145850
Abstract: Recently, the efficient training of deep neural networks (DNNs) on resource-constrained platforms has attracted increasing attention for protecting user privacy. However, it is still a severe challenge since the DNN training involves intensive computations and…
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Keywords:
hardware;
efficient training;
algorithm optimization;
hardware algorithm ... See more keywords
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Published in 2018 at "International Journal of Applied Mechanics"
DOI: 10.1142/s1758825118500096
Abstract: In this study, a novel multi-objective hybrid algorithm (MHGH, multi-objective HPSO-GA hybrid algorithm) is developed by crossing the heuristic particle swarm optimization (HPSO) algorithm with a genetic algorithm (GA) based on the concept of Pareto…
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Keywords:
objective hybrid;
multi objective;
hybrid algorithm;
algorithm optimization ... See more keywords
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Published in 2023 at "Frontiers in Physiology"
DOI: 10.3389/fphys.2023.1149698
Abstract: The optimal management of type 2 diabetes (T2DM) is complex and involves an appropriate combination of diet, exercise, and different pharmacological treatments. Artificial intelligence-based tools have been shown to be very useful for the diagnosis…
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Keywords:
meal;
algorithm optimization;
evolutionary algorithm;
insulin dose ... See more keywords