A multistrategy improved hunger games search algorithm [PDF]
Scientific ReportsIn this paper, we propose a multistrategy improved Hunger Games Search (MHGS) algorithm to address several inherent limitations of the original HGS, including imbalanced exploration and exploitation, insufficient population diversity, and premature ...
Qiu Yihui +4 more
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Improve the Hunger Games search algorithm to optimize the GoogleNet model. [PDF]
PLoS ONEThe setting of parameter values will directly affect the performance of the neural network, and the manual parameter tuning speed is slow, and it is difficult to find the optimal combination of parameters.
Yanqiu Li, Shizheng Qu, Huan Liu
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Enhanced hunger games search algorithm that incorporates the marine predator optimization algorithm for optimal extraction of parameters in PEM fuel cells [PDF]
Scientific ReportsThis article introduces a novel optimization approach to improve the parameter estimation of proton exchange membrane fuel cells (PEMFCs), which are critical for diverse applications but are challenging to model due to their nonlinear behavior.
Mohamed Issa +2 more
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Improving Crisis Events Detection Using DistilBERT with Hunger Games Search Algorithm [PDF]
Mathematics, 2022 This paper presents an alternative event detection model based on the integration between the DistilBERT and a new meta-heuristic technique named the Hunger Games Search (HGS). The DistilBERT aims to extract features from the text dataset, while a binary
Hadeer Adel +7 more
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Fuzzy-based hunger games search algorithm for global optimization and feature selection using medical data. [PDF]
Neural Comput Appl, 2023 AbstractFeature selection (FS) is one of the basic data preprocessing steps in data mining and machine learning. It is used to reduce feature size and increase model generalization. In addition to minimizing feature dimensionality, it also enhances classification accuracy and reduces model complexity, which are essential in several applications ...
Houssein EH +4 more
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Inversion of Geomagnetic Anomalies Caused by Ore Masses Using Hunger Games Search Algorithm
Earth and Space Science, 2023 Geomagnetic anomaly interpretation through inversion procedures often yields useful results in determining the key details of ore masses. However, the problem is complicated due to the known ambiguous phenomena of the inversion process.
Hanbing Ai +3 more
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Parameter Identification of Proton Exchange Membrane Fuel Cell Based on Hunger Games Search Algorithm [PDF]
Energies, 2021 This paper presents a novel minimum seeking algorithm referred to as the Hunger Games Search (HGS) algorithm. The HGS is used to obtain optimal values in the model describing proton exchange membrane fuel cells (PEMFCs).
Samuel Raafat Fahim +7 more
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IEEE Access, 2023 Hunger Games Search (HGS) is a newly developed metaheuristic algorithm that models the hunger-driven activities and behaviors of animals. It incorporates the concept of hunger to devise an adaptive weight that mimics the impact of hunger on each search ...
Bihao Zhan, Wei Gu
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IEEE Access, 2022 Particle Swarm Optimization (PSO) algorithm is a meta-heuristic algorithm inspired by the foraging behavior of birds, which has received a lot of attention from many scholars because of its simple principle and fast convergence rate.
Ting Wang +4 more
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Optimizing VGG16 deep learning model with enhanced hunger games search for logo classification [PDF]
Scientific ReportsAccurate classification of logos is a challenging task in image recognition due to variations in logo size, orientation, and background complexity. Deep learning models, such as VGG16, have demonstrated promising results in handling such tasks.
Mohammed Hussain +3 more
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