An improved harris hawks optimization algorithm based on chaotic sequence and opposite elite learning mechanism. [PDF]
PLoS One, 2023 The Harris hawks optimization (HHO) algorithm is a new swarm-based natural heuristic algorithm that has previously shown excellent performance. However, HHO still has some shortcomings, which are premature convergence and falling into local optima due to
Yang T, Fang J, Jia C, Liu Z, Liu Y.
europepmc +4 more sources
Implementation of Harris Hawks Optimization (HHO) algorithm to solve engineering problems [PDF]
Tehnika, 2021 Recently, optimization techniques have become very important and popular in different engineering applications. In this paper we demonstrate how Harris Hawks Optimization (HHO) algorithm can be used to solve certain optimization problems in engineering ...
Milenković Branislav N.
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The use of the biological algorithm in solving applied mechanics design problems [PDF]
Scientific Technical Review, 2021 Biologically inspired algorithms are becoming powerful in modern optimization. In this paper, the principles of a metaheuristic algorithm based on Harris hawks behavior are shown. The Harris Hawks Optimizer (HHO in short) was used for solving problems in
Milenković Branislav +1 more
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Segmentation of brain MRI using an altruistic Harris Hawks’ Optimization algorithm [PDF]
Knowledge-Based Systems, 2021 Segmentation is an essential requirement in medicine when digital images are used in illness diagnosis, especially, in posterior tasks as analysis and disease identification. An efficient segmentation of brain Magnetic Resonance Images (MRIs) is of prime concern to radiologists due to their poor illumination and other conditions related to de ...
Rajarshi Bandyopadhyay +3 more
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A hybrid Grasshopper Optimization Algorithm and Harris Hawks Optimizer for Combined Heat and Power Economic Dispatch problem [PDF]
, 2022 The Combined Heat and Power Economic Dispatch (CHPED) is a real-world optimization problem with several complex constraints that has been a topic of studies around energy systems and optimization processes.
Sundaram, Arunachalam +7 more
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Multi-UAV Path Planning Algorithm Based on BINN-HHO
Sensors, 2022 Multi-UAV (multiple unmanned aerial vehicles) flying in three-dimensional (3D) mountain environments suffer from low stability, long-planned path, and low dynamic obstacle avoidance efficiency.
Sen Li +5 more
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On the application of Harris hawks optimization (HHO) algorithm to the design of microchannel heat sinks [PDF]
, 2021 A novel Harris hawks optimization algorithm is applied to microchannel heat sinks for the minimization of entropy generation. In the formulation of the heat transfer model of the microchannel, the slip flow velocity and temperature jump boundary ...
Şendur, Polat +2 more
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Identification of hepatitis disease by combining decision tree algorithm and Harris Hawks Optimization (HHO) [PDF]
, 2023 In this research, the diagnosis of hepatitis disease was made using the decision tree and evolutionary algorithm of Harris Hawks Optimization. HHO algorithm is a population-based and gradient-independent optimization technique.
Mohammad Ordouei (14776891)
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Harris Hawks Optimization with Multi-Strategy Search and Application [PDF]
, 2021 The probability of the basic HHO algorithm in choosing different search methods is symmetric: about 0.5 in the interval from 0 to 1. The optimal solution from the previous iteration of the algorithm affects the current solution, the search for prey in a ...
Rui Gao +4 more
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Journal of Rock Mechanics and Geotechnical Engineering, 2022 The study proposes an improved Harris hawks optimization (IHHO) algorithm by integrating the standard Harris hawks optimization (HHO) algorithm and mutation-based search mechanism for developing a high-performance machine learning solution for predicting
Abidhan Bardhan +5 more
doaj +1 more source