Výsledky vyhledávání - Multi Strategy Grey Wolf Optimizer algorithm

A nutrient optimization method for hydroponic lettuce based on multi-strategy improved grey wolf optimizer algorithm Autor Zhang, Xihai, Xia, Juheng, Chen, Zerui, Zhu, Jiaxi, Wang, Hao

“…•A multi-strategy-based improved Grey Wolf Optimization algorithm (OSGWO) is proposed.•It provides more customized nutrient management basis for hydroponic lettuce at different growth stages…”
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A newly developed multi-strategy optimization algorithm framework based on the adaptive switching approach coupled with grey wolf optimizer Autor Lu, Yeming, Zhang, Meina, Chen, Yanmu, Ju, Jinjun, Chen, Fang, Bai, Kunlun, Wang, Xiaofang

“… a Surrogate-Assisted Grey Wolf Optimization framework based on Query by Committee (SAGWO-QBC). The multi-strategy optimization algorithm framework includes a search…”
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Magnetic targets positioning method based on multi-strategy improved Grey Wolf optimizer Autor Lu, Binjie, Li, Zongji, Zhang, Xiaobing

“… Therefore, a Multi-Strategy Improved Grey Wolf Optimizer (MSIGWO) algorithm has been proposed to enhance the accuracy of magnetic target state estimation…”
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Multiple strategies improved spider wasp optimization for engineering optimization problem solving Autor Sui, Jinxue, Tian, Zifan, Wang, Zuoxun

“…) parameter for different problems.To improve the performance and versatility of the SWO algorithm, a Multi-strategy Improved Spider Wasp Optimizer (MISWO) is proposed…”
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Forecast Natural Gas Price by an Extreme Learning Machine Framework Based on Multi-Strategy Grey Wolf Optimizer and Signal Decomposition Autor Wu, Zhuolin, Zhou, Jiaqi, Yu, Xiaobing

“… The nonlinear nature of the natural gas price series makes it difficult to capture. Therefore, we propose a forecasting framework based on signal decomposition and intelligent optimization algorithms to predict natural gas prices…”
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Enhancing IAQ, thermal comfort, and energy efficiency through an adaptive multi-objective particle swarm optimizer-grey wolf optimization algorithm for smart environmental control Autor Li, Lu, He, Yingdong, Zhang, Hui, Fung, Jimmy C.H., Lau, Alexis K.H.

“… Therefore, this paper describes the development and application of a multi-objective AI algorithm that can be deployed in practical environmental control to rapidly and accurately optimize the IAQ…”
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A multi-strategy random weighted gray wolf optimizer-based multi-layer perceptron model for short-term wind speed forecasting Autor İnaç, Tufan, Dokur, Emrah, Yüzgeç, Uğur

“… This paper presents the Multi-strategy Random weighted Gray Wolf Optimizer (MsRwGWO) including some effective and novel mechanisms added to the original GWO algorithm to improve the search performance…”
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A multiple search strategies based grey wolf optimizer for solving multi-objective optimization problems Autor Liu, Junfeng, Yang, Zhe, Li, Dingfang

“…•A multi-objective grey wolf optimizer algorithm with multiple search strategies is developed…”
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Parameter estimation of proton exchange membrane fuel cells using eagle strategy based on JAYA algorithm and Nelder-Mead simplex method Autor Xu, Shuhui, Wang, Yong, Wang, Zhi

“… In this study, a simple two stage eagle strategy based on JAYA algorithm and Nelder-Mead simplex algorithm is proposed for effectively estimating the unknown model parameters of PEMFCs…”
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Multi-core sine cosine optimization: Methods and inclusive analysis Autor Zhou, Wei, Wang, Pengjun, Heidari, Ali Asghar, Wang, Mingjing, Zhao, Xuehua, Chen, Huiling

“…•A multi-strategy boosted Sine Cosine Algorithm named SGLSCA is proposed.•Salp Swarm Algorithm and Grey Wolf Optimizer are introduced into the basic SCA…”
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Image segmentation of Leaf Spot Diseases on Maize using multi-stage Cauchy-enabled grey wolf algorithm Autor Yu, Helong, Song, Jiuman, Chen, Chengcheng, Heidari, Ali Asghar, Liu, Jiawen, Chen, Huiling, Zaguia, Atef, Mafarja, Majdi

“…Grey wolf optimizer (GWO) is a widespread metaphor-based algorithm based on the enhanced variants of velocity-free particle swarm optimizer with proven defects and shortcomings in performance…”
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An improved grey wolf optimizer with multi-stage differentiation strategies coverage in three-dimensional wireless sensor network Autor Liu, Zhenkun, Ou, Yun, Wang, Shuanghu

“… This paper proposes an improved Grey Wolf Optimizer with Multi-Stage Differentiation Strategies (IGWO-MSDS…”
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Optimization of random forest through the use of MVO, GWO and MFO in evaluating the stability of underground entry-type excavations Autor Zhou, Jian, Huang, Shuai, Qiu, Yingui

“…•We concentrated on the stability prediction of underground entry-type excavations.•Three RF-based hybrid models are present to predict entry-type excavation…”
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An effective hybrid discrete grey wolf optimizer for the casting production scheduling problem with multi-objective and multi-constraint Autor Qin, Hongbin, Fan, Pengfei, Tang, Hongtao, Huang, Pan, Fang, Bo, Pan, Shunfa

“…•A new hybrid discrete multi-objective grey wolf optimizer is proposed.•A novel population initialization strategy is presented…”
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Grey Wolf Optimizer Autor Mirjalili, Seyedali, Mirjalili, Seyed Mohammad, Lewis, Andrew

“…•A new meta-heuristic called Grey Wolf Optimizer inspired by grey wolves is proposed…”
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A modified grey wolf optimizer with multi-solution crossover integration algorithm for feature selection Autor Ihsan, Muhammad, Din, Fakhrud, Zamli, Kamal Z., Ghadi, Yazeed Yasin, Alahmadi, Tahani Jaser, Innab, Nisreen

“… This work proposes an improved version of GWO namely, a modified grey wolf optimizer with multi-solution crossover integration (MGWO-MCI) algorithm…”
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Multiple strategies based Grey Wolf Optimizer for feature selection in performance evaluation of open-ended funds Autor Chang, Dan, Rao, Congjun, Xiao, Xinping, Hu, Fuyan, Goh, Mark

“… This paper proposes a Multi-Strategy Grey Wolf Optimizer (MSGWO) to address the limitations, and identify the relevant features for evaluating fund performance…”
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MSGWO-MKL-SVM: A Missing Link Prediction Method for UAV Swarm Network Based on Time Series Autor Nan, Mingyu, Zhu, Yifan, Zhang, Jie, Wang, Tao, Zhou, Xin

“… To solve those problems, this paper proposes a Multi Kernel Learning algorithm with a multi-strategy grey wolf optimizer based on time series (MSGWO-MKL-SVM…”
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Automatic generation control of a multi-area ST – Thermal power system using Grey Wolf Optimizer algorithm based classical controllers Autor Sharma, Yatin, Saikia, Lalit Chandra

“…•Grey Wolf Optimizer algorithm for optimization of controller’s gains.•Performances of classical controllers (I, PI, and PID…”
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Grey wolf optimizer with self-repulsion strategy for feature selection Autor Wang, Yufeng, Yin, Yumeng, Zhao, Hang, Liu, Jinxuan, Xu, Chunyu, Dong, Wenyong

“… To address these limitations, we propose a novel feature selection algorithm called grey wolf optimizer with self-repulsion strategy (GWO-SRS…”
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