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Software cost estimation using TabNet and Harris Hawks Optimization [PDF]
Scientific ReportsSoftware cost estimation (SCE) is among the most critical task in software development and project management, that can directly impact the budgeting, planning, and resource allocations.
Abdulaziz Alhumam
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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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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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Harris Hawks Approach for Distinct Economic Dispatch Problems
Yanbu Journal of Engineering and Science, 2023 In this paper, a nature-inspired optimization paradigm is suggested, which is called Harris Hawks Approach (HHA). The main inspiration of HHA is the cooperative behavior and chasing style of Harris’ hawks in nature called surprise pounce.
E. ALI Sr.
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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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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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Hierarchical Harris hawks optimizer for feature selection
Journal of Advanced Research, 2023 The main feature selection methods include filter, wrapper-based, and embedded methods. Because of its characteristics, the wrapper method must include a swarm intelligence algorithm, and its performance in feature selection is closely related to the algorithm's quality.
Lemin Peng +4 more
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Mathematics, 2023 Harris Hawks Optimization (HHO) simulates the cooperative hunting behavior of Harris hawks and it has the advantages of fewer control parameters, simple principles, and excellent exploitation ability.
Yunshan Sun +4 more
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Journal of King Saud University: Computer and Information Sciences, 2022 The prey gets completely exhausted in Harris hawks optimization (HHO), when the escape energy is zero. Its exploration ability is limited. The random operator selected in HHO is a waste of search agents (Harris hawks).
Aneesh Wunnava +4 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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