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Boosted binary Harris hawks optimizer and feature selection
Engineering with Computers, 2020Feature selection is a required preprocess stage in most of the data mining tasks. This paper presents an improved Harris hawks optimization (HHO) to find high-quality solutions for global optimization and feature selection tasks. This method is an efficient optimizer inspired by the behaviors of Harris' hawks, which try to catch the rabbits.
Yanan Zhang +4 more
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Chaotic Harris Hawks Optimization for Unconstrained Function Optimization
2020 16th International Computer Engineering Conference (ICENCO), 2020Swarm-based techniques, a form of meta-heuristic techniques, are derived from the swarm system's social conduct in nature. A newly brought optimization algorithm is Harris Hawks Optimization (HHO) that is stimulated through looking conduct of Harris Hawks (agents) of finding food (optimal solution).
Abdelhameed Ibrahim +3 more
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An improved Harris Hawks Optimization algorithm for continuous and discrete optimization problems
Engineering Applications of Artificial Intelligence, 2022Harris Hawks Optimization (HHO) is a population-based meta-heuristic optimization algorithm that has been used for the solution of test functions and real-world problems by many researchers. However, HHO has a premature convergence problem. The main motive of the novel approach in this paper is that the performance of an MHA could be improved by ...
Harun Gezici, Haydar Livatyali
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Passive vehicle suspension system optimization using Harris Hawk Optimization algorithm
Mathematics and Computers in Simulation, 2022zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Mohamed Issa, Anas Samn
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An improved Harris hawks optimizer for job-shop scheduling problem
Journal of Supercomputing, 2021In this paper, we propose an improved Harris hawk optimizer (IHHO) to overcome the shortcomings of Harris hawk optimizer (HHO) that there is aimless search in the global search process. IHHO is different from HHO in that during the global search process, the position of the Harris hawks is not random but moves according to the position of the best ...
Chang Liu
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Modified Harris Hawks Optimization Algorithm for Global Optimization Problems
Arabian Journal for Science and Engineering, 2020The Harris hawks optimization algorithm (HHO) is a novel swarm-based meta-heuristic algorithm. In this study, a modified Harris hawks optimization algorithm (MHHO) is proposed to enhance the searching performance of the conventional HHO. Past studies have revealed that different adjustment strategies of important variables in meta-heuristic algorithm ...
Yang Zhang, Xizhao Zhou, Po-Chou Shih
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Improved Harris Hawks Optimization Algorithm
Concurrency and Computation: Practice and ExperienceABSTRACTThe Harris Hawks Optimization (HHO) algorithm is a nature‐inspired metaheuristic that mimics the cooperative hunting behavior of hawks. Despite its success in various optimization tasks, it suffers from several limitations, including low computational accuracy, a tendency to become trapped in local optima, and difficulty in balancing ...
Xiaopei Liu +4 more
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Application of Harris Hawks Optimization Technique for Optimal REDG Planning
2020 7th International Conference on Soft Computing & Machine Intelligence (ISCMI), 2020Integration of renewable energy distribution generators (REDGs) into the existing power grid has become more popular due to the technical benefits. The optimal location and sizing of the REDGs, particularly the photovoltaic (PV) and wind turbines (WT), remains a challenge due to the stochastic nature of these energy sources.
K. Moloi, J. A. Jordaan, Y. Hamam
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2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture, 2021
Jingfeng Rong, Di Wang
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Jingfeng Rong, Di Wang
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An improved Harris Hawks optimizer combined with extremal optimization
International Journal of Machine Learning and Cybernetics, 2022Hai-Lin Zhang 0004 +3 more
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