Search Results - "zebra optimization algorithm"

Hybrid optimized-ANFIS based MPPT for hybrid microgrid using zebra optimization algorithm and artificial gorilla troops optimizer by Elymany, Mahmoud M., Enany, Mohamed A., Elsonbaty, Nadia A.

“…This paper presents an effective hybrid renewable energy system. This system utilizes primary energy sources represented by both photovoltaic (PV) and wind…”
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Feature selection using the zebra optimization algorithm for software fault prediction: a study on the bughunter dataset by Phuong, Ha Thi Minh, Duy, Dao Khanh, Nhu, Nguyen Do Anh, Ha, Hoang Thi Thanh

“…Software fault prediction focuses on identifying software modules that are most likely to contain faults before the testing stage, helping developers allocate…”
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Load frequency control in power systems with high renewable energy penetration: A strategy employing PIλ(1+PDF) controller, hybrid energy storage, and IPFC-FACTS by Khan, Irfan Ahmed, Mokhlis, Hazlie, Mansor, Nurulafiqah Nadzirah, Illias, Hazlee Azil, Daraz, Amil, Ramasamy, A.K., Marsadek, Marayati, Afzal, Abdul Rahman

“…The high penetration of Renewable Energy Sources (RESs) in the modern power system poses a challenge to power system stability. This stability is affected by…”
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Advancing the LightGBM approach with three novel nature-inspired optimizers for predicting wildfire susceptibility in Kauaʻi and Molokaʻi Islands, Hawaii by Janizadeh, Saeid, Thi Kieu Tran, Trang, Bateni, Sayed M., Jun, Changhyun, Kim, Dongkyun, Trauernicht, Clay, Heggy, Essam

“…This study developed three hybrid light gradient boosting machine (LightGBM) models using novel metaheuristic algorithms (golden jackal optimization [GJO], the…”
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CLO: Controller load optimization using multi-step load prediction for software-defined internet of things by Ge, Yuanhang, Liu, Yong, Meng, Qian, Chen, Zihang

“…•Introducing a load balancing scheme in SD-IoT networks.•Multi-step controller load prediction using DLinear model.•Combine the load trend with load prediction…”
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A method for state of health estimation of lithium-ion batteries based on heterogeneous learner fusion and modal decomposition reconstruction by Tang, Hongyan, Chen, Yan, Zhou, Chengyu, Qi, Ziyi, Guo, Shuang

“…Accurate and reliable state-of-health (SOH) prediction is pivotal for the effective operation of battery management systems. However, conventional stacking…”
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DDoS Attack Autonomous Detection Model Based on Multi-Strategy Integrate Zebra Optimization Algorithm by Zhang, Aijing, Liang, Jiaye, Li, Chunhui, Zhang, Qingjie, Wang, Xiaoying

“…Previous studies have shown that deep learning is very effective in detecting known attacks. However, when facing unknown attacks, models such as Deep Neural…”
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Performance analysis of voltage profile improvement in AVR system using zebra optimization algorithms based on PID controller by Pazhanimuthu, C., Saravanan, G., Suresh, K.P., Kumar, R. Senthil

“…Many problems are associated with dynamic changes in the power system, mainly because the number of switching loads has increased. These loads induce…”
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Characteristic wavelength selection based on multi-strategy fusion zebra optimization algorithm for PLSR by Liu, Yu, Tong, Chenqing, Wu, Simin, Shang, Weiwei, Xing, Xiaoxue, Yuan, Weixiang

“…[Display omitted] •First application of Zebra Optimization Algorithm (ZOA) for wavelength selection.•Proposed a multi-strategy fusion of ZOA (MFZOA) for…”
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Enhanced botnet detection in IoT networks using zebra optimization and dual-channel GAN classification by Shareef, SK Khaja, Chaitanya, R. Krishna, Chennupalli, Srinivasulu, Chokkakula, Devi, Kiran, K. V. D., Pamula, Udayaraju, Vatambeti, Ramesh

“…The Internet of Things (IoT) permeates various sectors, including healthcare, smart cities, and agriculture, alongside critical infrastructure management…”
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Experimental validation of effective zebra optimization algorithm-based MPPT under partial shading conditions in photovoltaic systems by Abdelmalek, Feriel, Afghoul, Hamza, Krim, Fateh, Zabia, Djallal Eddine, Trabelsi, Hafedh, Bajaj, Mohit, Zaitsev, Ievgen, Blazek, Vojtech

“…This study introduces a novel approach for analyzing photovoltaic (PV) systems that employ block lookup tables for speedy and efficient simulation. It…”
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An improved binary zebra optimization algorithm for the synthesis of thinned planar phased array by Wang, Yuxuan, Zhang, Naibo, Huang, Jianming, Cui, Yansong, Ren, Weizheng

“…This paper proposes an improved binary zebra optimization algorithm (IBZOA) to reduce the peak sidelobe level (PSLL) of thinned planar arrays. Derived from the…”
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Automatic Channel Pruning Method Based on Zebra Optimization Algorithm by LIU Yajun, WU Dakui, FAN Kefeng, ZHOU Wenju

“…The high computational and storage requirements of Convolutional Neural Networks (CNNs) limit their application in resource-limited mobile edge devices. Model…”
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Improving the Energy Management System with the Interval Type-2 Fuzzy Inference System – Zebra Optimization Algorithm (IT2FIS-ZOA) for Predicting the Load Consumption of Healthcare Facilities in National Holiday Season by Ramadhani, Akhmad, Robandi, Imam, Djalal, Muhammad Ruswandi, Prakasa, Mohamad Almas

“…The improvement of Energy Management System (EMS) with a load consumption prediction feature is essential to the uninterrupted operation of medical equipment…”
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Energy-aware multi-objective triple strategy-based zebra optimization algorithm for clustering and routing in wireless sensor network by Devprabhakar, Sunil M., Parameswarappa, Manjunatha, Naik, Anil Kumar Jemla

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Optimal design of off-grid hybrid system using a new zebra optimization and stochastic load profile by Ashetehe, Ahunim Abebe, Shewarega, Fekadu, Bantyirga, Belachew, Biru, Getachew, Lakeo, Samuel

“…Renewable energy systems are becoming more and more popular and used these days as a result of environmental, technical, and economic concerns. The reliable…”
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An innovative transfer learning-polyp detection from wireless capsule endoscopy videos with optimal key frame selection and depth estimation by Madhura Prakash, M, Krishnamurthy, G.N

“…•To adapt a new deep learning-based optimal keyframe detection and extraction model.•To develop a transfer learning TransUnet+ with MobileNetv2 (TU-MNetv2)…”
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An intellectual autism spectrum disorder classification framework in healthcare industry using ViT-based adaptive deep learning model by Parvathy, Rama, Arunachalam, Rajesh, Damodaran, Sukumaran, Al-Razgan, Muna, Ali, Yasser A., J, Yogapriya

“…•To develop a deep learning-based ASD classifier using MRI for early diagnosis, monitoring, and screening.•To establish ViT-ARDNet-LSTM for ASD classification,…”
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Ensemble models for diabetic retinopathy detection and classification using vision transformers and capsule networks with advanced feature extraction techniques by A, Abini M., Priya, S. Sridevi Sathya

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Optimized energy efficient clustering in WSNs through modified zebra optimization by Lan, Yeshen, Kan, Mingqi, Cao, Bingyu, Rao, Chuchu, Zhou, Mingan, Zhou, Peng

“…Addressing the challenges of energy imbalance and the difficulty in optimizing cluster head selection in clustering protocols for wireless sensor networks…”
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