Articles with "algorithm optimization" as a keyword



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A Linear Algorithm for Optimization Over Directed Graphs With Geometric Convergence

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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… read more here.

Keywords: optimization directed; linear algorithm; algorithm optimization; graphs geometric ... See more keywords
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Ultrabroadband All-Dielectric Transmitarray Designing Based on Genetic Algorithm Optimization and 3-D Print Technology

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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… read more here.

Keywords: based genetic; genetic algorithm; technology; algorithm optimization ... See more keywords
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ETA: An Efficient Training Accelerator for DNNs Based on Hardware-Algorithm Co-Optimization.

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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… read more here.

Keywords: hardware; efficient training; algorithm optimization; hardware algorithm ... See more keywords
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A Multi-Objective Hybrid Algorithm for Optimization of Grid Structures

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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… read more here.

Keywords: objective hybrid; multi objective; hybrid algorithm; algorithm optimization ... See more keywords

Evolutionary algorithm for the optimization of meal intake and insulin administration in patients with type 2 diabetes

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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… read more here.

Keywords: meal; algorithm optimization; evolutionary algorithm; insulin dose ... See more keywords