Optimizing adaptive neuro-fuzzy inference system model based Chaotic Harris Hawks algorithm for stock prediction [PDF]
Scientific ReportsArtificial intelligence (AI) has become increasingly prevalent in the financial sector, particularly for predicting stock market movements. Due to the efficient market hypothesis, forecasting stock prices remains a challenging task, as prices are ...
Zahraa Elsayed Mohamed +2 more
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Harris Hawk optimization algorithm with combined perturbation strategy and its application. [PDF]
Sci RepSolving complex engineering optimization problems can improve design quality, reduce costs, and enhance performance and reliability. However, these problems are often nonlinear, non-convex, and multimodal. The Harris Hawk Optimization (HHO) algorithm has limitations such as poor exploration-exploitation balance, tendency to fall into local optima, slow
Wang Z, Wei X.
europepmc +3 more sources
IHHO: an improved Harris Hawks optimization algorithm for solving engineering problems
Neural Computing and ApplicationsAbstractHarris Hawks optimization (HHO) algorithm was a powerful metaheuristic algorithm for solving complex problems. However, HHO could easily fall within the local minimum. In this paper, we proposed an improved Harris Hawks optimization (IHHO) algorithm for solving different engineering tasks. The proposed algorithm focused on random location-based
Eman M El-Gendy +2 more
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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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Model-predictive control based on Harris Hawks optimization for split-source inverter [PDF]
, 2022 This paper proposed a modified algorithm for controlling a single-phase split-source inverter. The proposed algorithm is a modified model predictive control based on Harris Hawks optimization, where the AC output voltage, the DC-link voltage, and the DC ...
Abdel-Rahim, Naser +3 more
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Axioms, 2023 Time-optimal trajectory planning is one of the most important ways to improve work efficiency and reduce cost and plays an important role in practical application scenarios of robots.
Jing Xu, Chaofan Ren, Xiaonan Chang
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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
openaire +2 more sources
A new health-based metaheuristic algorithm: cholesterol algorithm [PDF]
, 2023 This paper seeks to explore the effectiveness of a new health-based metaheuristic algorithm inspired by the cholesterol metabolism of the human body.
Seçkiner , Serap Ulusam +1 more
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Application of metaheuristic optimization algorithms for image registration in mobile robot visual control [PDF]
, 2021 Visual Servoing (VS) of a mobile robot requires advanced digital image processing, and one of the techniques especially fitting for this complex task is Image Registration (IR).
Jokić, Aleksandar +4 more
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