Improved Osprey Optimization Algorithm with Multi-Strategy Fusion [PDF]
BiomimeticsThe osprey optimization algorithm (OOA) is an effective metaheuristic algorithm. Although the OOA has the characteristics of strong optimality-seeking ability and fast convergence speed, it also has the disadvantages of imbalance between global ...
Wenli Lei, Jinping Han, Xinghao Wu
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Improved Osprey Optimization Algorithm Based on Two-Color Complementary Mechanism for Global Optimization and Engineering Problems [PDF]
BiomimeticsAiming at the problem that the Osprey Optimization Algorithm (OOA) does not have high optimization accuracy and is prone to falling into local optimum, an Improved Osprey Optimization Algorithm Based on a Two-Color Complementary Mechanism for Global ...
Fengtao Wei, Xin Shi, Yue Feng
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A black-winged kite optimization algorithm enhanced by osprey optimization and vertical and horizontal crossover improvement [PDF]
Scientific ReportsThis paper addresses issues of inadequate accuracy and inconsistency between global search efficacy and local development capability in the black-winged kite algorithm for practical problem-solving by proposing a black-winged kite optimization algorithm ...
Yancang Li +3 more
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Elite elimination osprey optimization algorithm optimized kernel extreme learning machine for bankruptcy prediction problems [PDF]
Scientific ReportsThis study addresses the limitations of traditional bankruptcy prediction models, which often struggle with nonlinear financial data due to their tendency to fall into local optima, low efficiency in parameter optimization, and insufficient prediction ...
Wenan Liu +3 more
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Heuristic Optimization Algorithm of Black-Winged Kite Fused with Osprey and Its Engineering Application [PDF]
BiomimeticsSwarm intelligence optimization methods have steadily gained popularity as a solution to multi-objective optimization issues in recent years. Their study has garnered a lot of attention since multi-objective optimization problems have a hard high ...
Zheng Zhang, Xiangkun Wang, Yinggao Yue
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Research on Reactive Power Optimization Based on Hybrid Osprey Optimization Algorithm
Energies, 2023 This paper presents an improved osprey optimization algorithm (IOOA) to solve the problems of slow convergence and local optimality. First, the osprey population is initialized based on the Sobol sequence to increase the initial population’s diversity ...
Yi Zhang, Pengtao Liu
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Osprey optimization algorithm: A new bio-inspired metaheuristic algorithm for solving engineering optimization problems [PDF]
Frontiers in Mechanical Engineering, 2023 This paper introduces a new metaheuristic algorithm named the Osprey Optimization Algorithm (OOA), which imitates the behavior of osprey in nature. The fundamental inspiration of OOA is the strategy of ospreys when hunting fish from the seas.
Mohammad Dehghani, Pavel Trojovský
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Performance of Osprey Optimization Algorithm for Solving Economic Load Dispatch Problem
Mathematics, 2023 The osprey optimization algorithm (OOA) is a new metaheuristic motivated by the strategy of hunting fish in seas. In this study, the OOA is applied to solve one of the main items in a power system called economic load dispatch (ELD).
Alaa A. K. Ismaeel +5 more
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A Multimodal Fake News Detection Model Based on Adaptive Binary Osprey Optimization Algorithm and Cross-Modal Disentangled Fusion [PDF]
BiomimeticsWith the rapid growth of social media, online news has become increasingly multimodal, combining textual and visual information, posing new challenges for fake news detection.
Xu Dai, Guoqiang Lu, Jiaxue Li
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Enhanced Osprey Optimization Algorithm for Global Optimization with Application to PEM Fuel Cell Parameter Identification [PDF]
BiomimeticsBio-inspired metaheuristic algorithms, which emulate natural predatory and evolutionary behaviors, play a crucial role in solving complex engineering problems, such as the accurate parameter extraction of proton exchange membrane fuel cells (PEMFCs ...
Yacine Bouali, Basem Alamri
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