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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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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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
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Energies, 2022 In this study, a new meta-heuristic optimization method inspired by the behavioral choices of animals and hunger-driven activities, called hunger games search (HGS), is suggested to solve and formulate the single- and multi-objective optimal power flow ...
Murtadha Al-Kaabi +2 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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Improving Crisis Events Detection Using DistilBERT with Hunger Games Search Algorithm
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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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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Deep learning-based joint analysis of diabetic retinopathy and glaucoma in retinal fundus images [PDF]
Scientific ReportsIn current times, Diabetic retinopathy (DR) might be more difficult to diagnose when coexisting with glaucoma, since the two diseases share retinal abnormalities. Worldwide, DR is one of the most common causes of blindness.
T. Geetha, C. Hema
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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
doaj +3 more sources