A hybrid Harris Hawks optimization algorithm with simulated annealing for feature selection
Sign Up to like & getrecommendations! Published in 2020 at "Artificial Intelligence Review"
DOI: 10.1007/s10462-020-09860-3
Abstract: The significant growth of modern technology and smart systems has left a massive production of big data. Not only are the dimensional problems that face the big data, but there are also other emerging problems… read more here.
Keywords: feature selection; hawks optimization; harris hawks; optimization algorithm ... See more keywords
Orthogonally adapted Harris hawks optimization for parameter estimation of photovoltaic models
Sign Up to like & getrecommendations! Published in 2020 at "Energy"
DOI: 10.1016/j.energy.2020.117804
Abstract: Extracting parameters and constructing high-precision models of photovoltaic modules through actual current-voltage data is required for simulation, control, and optimization of a photovoltaic system. Because of the application of such problems, the identification of unknown… read more here.
Keywords: parameter estimation; hawks optimization; optimization; harris hawks ... See more keywords
Whale Harris hawks optimization based deep learning classifier for brain tumor detection using MRI images
Sign Up to like & getrecommendations! Published in 2020 at "Journal of King Saud University - Computer and Information Sciences"
DOI: 10.1016/j.jksuci.2020.08.006
Abstract: Abstract The detection of Brain cancer is an essential process, which is based on the clinician’s knowledge and experience. An automatic tumor classification model is important to handle radiologists to detect the brain tumors. However,… read more here.
Keywords: detection; hawks optimization; harris hawks; brain ... See more keywords
Optimization of water distribution of network systems using the Harris Hawks optimization algorithm (Case study: Homashahr city)
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DOI: 10.1016/j.mex.2020.100948
Abstract: In this article applies the Harris Hawks Optimization Algorithm for optimization of the water distribution network of the Homashahr located in Iran for a period of one month (from 30 September 2018 to 30 October… read more here.
Keywords: hawks optimization; water; water distribution; optimization ... See more keywords
Modified Harris Hawks Optimization Algorithm with Exploration Factor and Random Walk Strategy
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/4673665
Abstract: One of the most popular population-based metaheuristic algorithms is Harris hawks optimization (HHO), which imitates the hunting mechanisms of Harris hawks in nature. Although HHO can obtain optimal solutions for specific problems, it stagnates in… read more here.
Keywords: harris hawks; hawks optimization; random walk; exploration factor ... See more keywords
Enhancing Photovoltaic Reliability: A Global and Local Feature Selection Approach with Improved Harris Hawks Optimization for Efficient Hotspot Detection Using Infrared Imaging
Sign Up to like & getrecommendations! Published in 2024 at "International Journal of Energy Research"
DOI: 10.1155/2024/5586605
Abstract: The photovoltaic (PV) systems’ inherent ability to transform solar light directly into electrical energy has contributed to their increasing popularity. However, malfunctions can reduce system dependability. Therefore, rapid hotspot identification is critical for efficient, dependable,… read more here.
Keywords: using infrared; hawks optimization; hotspot; feature ... See more keywords
An Improved Machine-Learning Approach for COVID-19 Prediction Using Harris Hawks Optimization and Feature Analysis Using SHAP
Sign Up to like & getrecommendations! Published in 2022 at "Diagnostics"
DOI: 10.3390/diagnostics12051023
Abstract: A healthcare monitoring system needs the support of recent technologies such as artificial intelligence (AI), machine learning (ML), and big data, especially during the COVID-19 pandemic. This global pandemic has already taken millions of lives.… read more here.
Keywords: hawks optimization; harris hawks; prediction; machine learning ... See more keywords
Leveraging Harris Hawks Optimization for Enhanced Multi-Objective Optimal Power Flow in Complex Power Systems
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DOI: 10.3390/en18010018
Abstract: The utilization of Harris Hawks Optimization (HHO) for Multi-Objective Optimal Power Flow (MaO-OPF) challenges presented in this paper is both novel and compelling, as this approach has not been previously applied to these types of… read more here.
Keywords: multi objective; power systems; hawks optimization; harris hawks ... See more keywords