Optimized ensemble model for wind power forecasting using hybrid whale and dipper-throated optimization algorithms by Amel Ali Alhussan, Alaa Kadhim Farhan, Abdelaziz A. Abdelhamid, Abdelaziz A. Abdelhamid, El-Sayed M. El-Kenawy, Abdelhameed Ibrahim, Doaa Sami Khafaga

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Improved Dipper-Throated Optimization for Forecasting Metamaterial Design Bandwidth for Engineering Applications by Amal H. Alharbi, Abdelaziz A. Abdelhamid, Abdelhameed Ibrahim, S. K. Towfek, Nima Khodadadi, Laith Abualigah, Doaa Sami Khafaga, Ayman EM Ahmed

“…The state-of-the-art algorithms of DTO, ACO, particle swarm optimization (PSO), grey wolf optimizer (GWO), and whale optimization (WOA) were explored and compared to the DTACO algorithm. …”
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Forecasting wind power based on an improved al-Biruni Earth radius metaheuristic optimization algorithm by Mohammed A. Saeed, Abdelhameed Ibrahim, El-Sayed M. El-Kenawy, Abdelaziz A. Abdelhamid, Abdelaziz A. Abdelhamid, M. El-Said, M. El-Said, Laith Abualigah, Laith Abualigah, Laith Abualigah, Laith Abualigah, Laith Abualigah, Amal H. Alharbi, Doaa Sami Khafaga, Osama Elbaksawi

“…The BERSFS algorithm is investigated and compared to state-of-the-art algorithms of BER, SFS, particle swarm optimization, gray wolf optimizer, and whale optimization algorithm. The proposed optimizing ensemble BERSFS-based model is also compared to the basic models of long short-term memory, bidirectional long short-term memory, gated recurrent unit, and the k-nearest neighbor ensemble model. …”
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Human Activity Recognition Using Hybrid Coronavirus Disease Optimization Algorithm for Internet of Medical Things by Asmaa M. Khalid, Doaa Sami Khafaga, Eman Abdullah Aldakheel, Khalid M. Hosny

“…A comparison is conducted with seven well-known feature selection algorithms, including the Arithmetic Optimization Algorithm (AOA), Gray Wolf Optimizer (GWO), Whale Optimization Algorithm (WOA), Reptile Search Algorithm (RSA), Zebra Optimization Algorithm (ZOA), Gradient-Based Optimizer (GBO), Seagull Optimization Algorithm (SOA), and Coyote Optimization Algorithm (COA) regarding fitness, STD, accuracy, size of selected subset, and processing time. …”
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A Novel Bio-Inspired Optimization Algorithm Design for Wind Power Engineering Applications Time-Series Forecasting by Faten Khalid Karim, Doaa Sami Khafaga, Marwa M. Eid, S. K. Towfek, Hend K. Alkahtani

“…The performance of this model is compared with several other popular models, including BER, Jaya Algorithm (JAYA), Fire Hawk Optimizer (FHO), Whale Optimization Algorithm (WOA), Grey Wolf Optimizer (GWO), and Particle Swarm Optimization (PSO)-based models. …”
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Innovative Feature Selection Method Based on Hybrid Sine Cosine and Dipper Throated Optimization Algorithms by Abdelaziz A. Abdelhamid, El-Sayed M. El-Kenawy, Abdelhameed Ibrahim, Marwa Metwally Eid, Doaa Sami Khafaga, Amel Ali Alhussan, Seyedali Mirjalili, Nima Khodadadi, Wei Hong Lim, Mahmoud Y. Shams

“…Results: The achieved results demonstrate the algorithm’s superiority over ten state-of-the-art optimization methods, including the original DTO and SC, Particle Swarm Optimization (PSO), Whale Optimization Algorithm (WOA), Grey Wolf Optimization (GWO), Multiverse Optimization (MVO), Satin Bowerbird Optimizer (SBO), Genetic Algorithm (GA), the hybrid of GWO and GA, and Firefly Algorithm (FA). …”
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