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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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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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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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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A Novel Hybrid Hunger Games Search Algorithm With Differential Evolution for Improving the Behaviors of Non-Cooperative Animals [PDF]
IEEE Access, 2021 Inspired by the behaviors of animals in the state of starvation, hunger games search algorithm (HGS) is proposed. HGS has shown competitive performance among other meta-heuristic (MH) algorithms.
Shaolang Li +4 more
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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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e-Prime: Advances in Electrical Engineering, Electronics and Energy, 2022 There is a continuous effort to develop efficient control mechanisms for power converters as it is a challenging task due to nonlinear nature of such systems. As part of the ongoing effort in the related field, a novel control method is presented in this
Davut Izci, Serdar Ekinci
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Multi-Strategy Fusion Improved Adaptive Hunger Games Search
IEEE Access, 2023 Aiming at the drawbacks of Hunger Games Search (HGS) algorithm, such as slow convergence speed and the tendency to fall into local optimum, a Multi-strategy fusion Improved Adaptive Hunger Games Search (MIA-HGS) algorithm is proposed.
Daming Zhang +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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