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An Improved Harris Hawk Optimization Algorithm [PDF]
Mechanical Engineering ScienceAiming at the problems that the original Harris Hawk optimization algorithm is easy to fall into local optimum and slow in finding the optimum, this paper proposes an improved Harris Hawk optimization algorithm (GHHO). Firstly, we used a Gaussian chaotic
Chong, GuangYa, YUAN, Yongliang
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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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Chaotic Harris hawks optimization algorithm [PDF]
Journal of Computational Design and Engineering, 2022 Abstract Harris hawks optimization (HHO) is a population-based metaheuristic algorithm, inspired by the hunting strategy and cooperative behavior of Harris hawks. In this study, HHO is hybridized with 10 different chaotic maps to adjust its critical parameters. Hybridization is performed using four different methods.
Harun Gezici, Haydar Livatyali
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Vehicle Routing Problems Based on Harris Hawks Optimization [PDF]
Journal of Big Data, 2021 Abstract The vehicle routing problem (VRP) is one of the challenging problems in optimization and can be described as combinatorial optimization and NP-hard problem. Researchers have used many artificial intelligence techniques in order to try to solve this problem. Among these techniques, metaheuristic algorithms that can perform random search
Mohammed Alweshah +6 more
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Recent Advances in Harris Hawks Optimization: A Comparative Study and Applications [PDF]
, 2023 The Harris hawk optimizer is a recent population-based metaheuristics algorithm that simulates the hunting behavior of hawks. This swarm-based optimizer performs the optimization procedure using a novel way of exploration and exploitation and the ...
Abualigah, L +7 more
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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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Power system oscillation damping controller design: a novel approach of integrated HHO-PSO algorithm [PDF]
Archives of Control Sciences, 2021 The hybridization of a recently suggested Harris hawk’s optimizer (HHO) with the traditional particle swarm optimization (PSO) has been proposed in this paper.
Ramesh Devarapalli, Vikash Kumar
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Harris Hawk Optimization: A Survey onVariants and Applications
Computational Intelligence and Neuroscience, 2022 In this review, we intend to present a complete literature survey on the conception and variants of the recent successful optimization algorithm, Harris Hawk optimizer (HHO), along with an updated set of applications in well-established works. For this purpose, we first present an overview of HHO, including its logic of equations and mathematical model.
B. K. Tripathy +6 more
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Research on the Development and Innovative Strategy of Knowledge Payment Platform in the Internet Era [PDF]
, 2023 The widespread adoption of knowledge-based payment systems and numerous online knowledge-based paid items is made possible by the quick development of knowledge information and networking technology. Paid columns were quickly introduced by platforms like
Chen, Yajing +3 more
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Journal of Electrical Systems and Information Technology, 2021 Conventional unit commitment problem (UCP) consists of thermal generating units and its participation schedule, which is a stimulating and significant responsibility of assigning produced electricity among the committed generating units matter to ...
Ayani Nandi, Vikram Kumar Kamboj
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