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Compact Harris Hawks Optimization Algorithm
2021 40th Chinese Control Conference (CCC), 2021The intelligent optimization algorithm performs well in solving complex optimization problems in engineering. However, the intelligent optimization algorithm usually takes long execution time and large memory usage, which is not suitable for the engineering with limited hardware conditions.
Zhihao Yu, Jialu Du, Guangqiang Li
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Chaotic-Integrated Harris Hawks Optimization Algorithm for Unconstrained Problems Optimization
SSRN Electronic Journal, 2022 Saeid Barshandeh +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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A New Harris Hawk Whale Optimization Algorithm for Enhancing Neural Networks
2021 Thirteenth International Conference on Contemporary Computing (IC3-2021), 2021The learning process of artificial neural-networks is considered as one of the burdensome challenges to the researchers. The major dilemma of training the neural networks is the nonlinear nature and unknown controlling parameters like weights and biases. Slow convergence and trap in local optima are demerits of training neural network algorithms.
Parul Agarwal +4 more
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Harris Hawks Optimization Algorithm for Waveguide Filter Designs
2020 IEEE Asia-Pacific Microwave Conference (APMC), 2020We apply a novel algorithm, Harris Hawks optimization (HHO), to the optimization problem of waveguide filters. In order to investigate the efficiency, particle swarm optimization(PSO), differential evolution(DE), and self-adaptive differential optimization(SaDE) are considered to optimize a fourth-order dual-mode waveguide filter as well.
Pei-Wen Shu, Qing-Xin Chu, Jian-Ye Mai
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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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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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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 island parallel Harris hawks optimization algorithm
Neural Computing and Applications, 2022Tansel Dökeroglu, Ender Sevinç
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