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An efficient harris hawk optimization algorithm for solving the travelling salesman problem
Cluster Computing, 2021Travelling Salesman Problem (TSP) is an Np-Hard problem, for which various solutions have been offered so far. Using the Harris Hawk Optimization (HHO) algorithm, this paper presented a new method that uses random-key encoding to generate a tour.
Farhad Soleimanian Gharehchopogh +1 more
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A hybrid Harris Hawks optimization algorithm with simulated annealing for feature selection
Artificial Intelligence Review, 2020The significant growth of modern technology and smart systems has left a massive production of big data. Not only are the dimensional problems that face the big data, but there are also other emerging problems such as redundancy, irrelevance, or noise of the features. Therefore, feature selection (FS) has become an urgent need to search for the optimal
Mohamed Abdel-Basset +2 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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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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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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The improved Harris hawk optimization algorithm with the Tent map
2019 3rd International Conference on Electronic Information Technology and Computer Engineering (EITCE), 2019The hawks are proved to be amongst the most intelligent birds in nature based on their observed innovations in feeding behaviors. Their behaviors in hunting for the rabbit in swarms are modeled mathematically, and a novel Harris hawk optimization (HHO) algorithm is proposed recently.
Zheng-Ming GAO +3 more
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An improved Harris Hawk algorithm based on Golden Sine mechanism
2021 4th International Conference on Advanced Electronic Materials, Computers and Software Engineering (AEMCSE), 2021Harris Hawk algorithm has received a lot of attention due to its few control parameters, simplicity and practicality. However, there are still some shortcomings, such as the problem of slow convergence, and hard to maintain the balance between exploration and exploitation when dealing with complex multimodal problems. Therefore, we introduce the golden
Yu-Xian Duan, Chang-Yun Liu
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Robust visual tracking method based on Harris Hawks algorithm
020 1st International Conference on Communications, Control Systems and Signal Processing (CCSSP), 2020Nowadays Object tracking is a very attractive field of research in computer vision. In this context, researches have focused on two lines: object presentation and searching algorithm. Compared to object presentation a few attention is paid to searching algorithms, and it is on which focused the present paper. Harris hawks algorithm was found to provide
Djemai Charef-Khodja +3 more
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Image Encryption Using Modified Serpent Algorithm and Harris Hawks Optimization
Journal of Wireless Mobile Networks, Ubiquitous Computing, and Dependable ApplicationsUnauthorized data access is rising due to the enhanced expansion of electronic data transfer. Information security is heavily relied on to protect data in storage and during transfer. However, protecting image data from similar means is paramount, mainly because images have become standard information actively used in a virtually endless list of ...
Ahmed Saad Mohammed Aloqali +3 more
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Harris Hawks Optimization Algorithm: Variants and Applications
Archives of Computational Methods in Engineering, 2022Mohammad Shehab +8 more
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