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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An Enhanced Hunger Games Search Optimization with Application to Constrained Engineering Optimization Problems [PDF]
Biomimetics, 2023 The Hunger Games Search (HGS) is an innovative optimizer that operates without relying on gradients and utilizes a population-based approach. It draws inspiration from the collaborative foraging activities observed in social animals in their natural ...
Yaoyao Lin +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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Optimal Skin Cancer Detection Model Using Transfer Learning and Dynamic-Opposite Hunger Games Search [PDF]
Diagnostics, 2023 Recently, pre-trained deep learning (DL) models have been employed to tackle and enhance the performance on many tasks such as skin cancer detection instead of training models from scratch.
Abdelghani Dahou +5 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
doaj +4 more sources
An artificial bee bare-bone hunger games search for global optimization and high-dimensional feature selection [PDF]
iScience, 2023 Summary: The domains of contemporary medicine and biology have generated substantial high-dimensional genetic data. Identifying representative genes and decreasing the dimensionality of the data can be challenging.
Zhiqing Chen +7 more
doaj +2 more sources
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
doaj +2 more sources
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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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
doaj +3 more sources
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
europepmc +3 more sources