Výsledky vyhledávání - Developed Kepler optimization algorithm~

Intent classification for university administrative services using a bidirectional recurrent neural network modified by a developed Kepler optimization algorithm Autor Yang, Zhen, Lu, Min, Huang, Shitong

“…) network jointly optimized by a newly developed Kepler optimization (DKO) algorithm…”
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An intelligent evaluation method for slope stability: improved light gradient boosting model based on the Kepler optimization algorithm Autor Chen, Chunyu, Wang, Wensong, Tang, Ran, Zheng, Binbin

“…) model integrated with the Kepler optimization algorithm (KOA), employing SHAP method to improve interpretability…”
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Deep learning model-based real-time state-of-health estimation of lithium-ion batteries under dynamic operating conditions Autor Tang, Telu, Yang, Xiangguo, Li, Muheng, Li, Xin, Huang, Hai, Guan, Cong, Huang, Jiangfan, Wang, Yufan, Zhou, Chaobin

“… Next, an improved CNN-BiGRU-AM model is developed, using the Kepler Optimization Algorithm (KOA…”
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An integrated IKOA-CNN-BiGRU-Attention framework with SHAP explainability for high-precision debris flow hazard prediction in the Nujiang river basin, China Autor Yang, Hao, Wang, Tianlong, Fomin, Nikita Igorevich, Xiao, Shuoting, Liu, Liang

“… This study proposes an explainable deep learning framework, the Improved Kepler Optimization Algorithm-Convolutional Neural Network-Bidirectional Gated Recurrent Unit-Attention…”
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An enhanced Kepler optimization algorithm with global attraction model and dynamic neighborhood search for global optimization and engineering problems Autor Liang, Ziyuan, Wang, Zhenlei

“…The Kepler optimization algorithm (KOA) is a recently proposed physics-based algorithm inspired by Kepler’s laws…”
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Development of an Improved KOA Algorithm for Solving Task Allocation in Hilly Orchards With Weeding Robots Autor Xie, Xiaolin, Jin, Hang, Wang, Heng, Xu, Man, Zhang, Cheng, Jin, Xin, Zhang, Zhihong

“… However, the current optimization objectives for task allocation in agricultural machinery are mostly confined to travel distance or time, aiming to balance task distribution…”
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Kepler Algorithm for Large-Scale Systems of Economic Dispatch with Heat Optimization Autor Hakmi, Sultan Hassan, Shaheen, Abdullah M., Alnami, Hashim, Moustafa, Ghareeb, Ginidi, Ahmed

“… the production cost by scheduling the heat and power generation outputs to dedicated units. In this article, a Kepler optimization algorithm (KOA…”
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A Prediction Model for Network Information Dissemination based on Optimized Convolutional Neural Network Using Enhanced Kepler Optimization Autor Zhang, Yuzhao

“… Thus, an Enhanced Kepler Optimization Algorithm (EKOA) approach is developed to tune the hyperparameters of the CNN…”
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An improved Kepler optimization algorithm for module parameter identification supporting PV power estimation Autor Moustafa, Ghareeb, Alnami, Hashim, Ginidi, Ahmed R., Shaheen, Abdullah M.

“… In this paper, this challenge task has been studied using a novel advanced Kepler optimization algorithm (KOA…”
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Design and Optimization of Antipodal Vivaldi Antenna for Enhanced Breast Tumor Detection Using Microwave Imaging Autor Babu, Bindu, Suresh, Sudha

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Secure Cloud-WSNs with Advanced Intrusion Detection System using Kepler Optimization and Bi-ConGRU Network Approaches Autor Pitta, Sheela, Gopalakrishnan, S., Chand, S.Ravi

“…As WSNs are popularly used in the contemporary world in various fields such as environmental monitoring, smart cities, monitoring and controlling of…”
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Gene selection based on recursive spider wasp optimizer guided by marine predators algorithm Autor Osama, Sarah, Ali, Abdelmgeid A., Shaban, Hassan

“… While various gene selection methods have been developed to select the most relevant genes, these methods…”
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An integrated skip convolutional network with residual learning and feature extraction for point and interval prediction of solar radiation Autor Sun, Xiaojing, Liu, Wei, Wang, Kang, Chen, Jingquan

“…Spinning reserve based on solar radiation prediction can ensure the secure operation of large-scale grid-connected photovoltaic systems, but irrational…”
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Analog circuit diagnosis based on support vector machine with parameter optimization by improved NKCGWO Autor Song, Ping, Chen, Lishun, Cai, Kailong, Xiong, Ying, Gong, Tingkai

“… Because of this, an improved grey wolf optimization algorithm (GWO) based on the nonlinear control parameter strategy, the first…”
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Predicting Rock Fracture Toughness Using a KOA-BP Neural Network: A Case Study from Five Provinces in China Autor Wang, Zehang, Lei, Yu, Niu, Shuaishuai, Luo, Xuedong, Yu, Bingzhen, Zhou, Zikang

“… In this study, a Kepler optimization algorithm (KOA)-optimized BP algorithm was utilized…”
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Capacity Estimation of Lithium-Ion Battery Systems in Fuel Cell Ships Based on Deep Learning Model Autor Yang, Xiangguo, Tang, Jia, Song, Qijia, Liu, Yifan, Liu, Lin, Zhou, Xingwei, Chen, Yuelin, Tang, Telu

“…The capacity estimation of lithium-ion batteries, serving as an auxiliary power source in fuel cell vessels, is crucial for ensuring system stability and…”
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Evolution Characteristics and Influencing Factors of Agricultural Drought Resilience: A New Method Based on Convolutional Neural Networks Combined with Ridge Regression Autor Jiang, Chenyi, Zhang, Liangliang, Liu, Dong, Li, Mo, Qi, Xiaochen, Li, Tianxiao, Cui, Song

“… The drought resilience was accurately assessed based on the developed AdamW–CNN model from 2000 to 2021 in the study area…”
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Service Quality Evaluation of University Libraries based on Optimized K-means Algorithm using Modified Kepler Optimization Method Autor Pan, Tao

“… So, a Modified Kepler Optimization Method (MKOM) technique is proposed to adjust the K-means algorithm's hyperparameters which helps in improving the service quality evaluation accuracy…”
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Running simultaneous Kepler sessions for the parallelization of parametric scans and optimization studies applied to complex workflows Autor Owsiak, Michal, Plociennik, Marcin, Palak, Bartek, Zok, Tomasz, Reux, Cedric, Gallo, Luc Di, Kalupin, Denis, Johnson, Thomas, Schneider, Mireille

“…•We have solved these issues by applying customized environment settings.•We have developed Docker based mechanism for Kepler encapsulation…”
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Running Simultaneous Kepler Sessions for the Parallelization of Parametric Scans and Optimization Studies Applied to Complex Workflows Autor Owsiak, Michał, Płóciennik, Marcin, Palak, Bartek, Zok, Tomasz, Reux, Cedric, Di Gallo, Luc, Kalupin, Denis, Johnson, Thomas, Schneider, Mireille

“…In this paper we present an approach taken to run multiple Kepler sessions at the same time…”
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