Search Results - Developed Kepler optimization algorithm*

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

“…) network jointly optimized by a newly developed Kepler optimization (DKO) algorithm…”
Get full text

An intelligent evaluation method for slope stability: improved light gradient boosting model based on the Kepler optimization algorithm by Chen, Chunyu, Wang, Wensong, Tang, Ran, Zheng, Binbin

“…) model integrated with the Kepler optimization algorithm (KOA), employing SHAP method to improve interpretability…”
Get full text

Deep learning model-based real-time state-of-health estimation of lithium-ion batteries under dynamic operating conditions by 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…”
Get full text

Development of an Improved KOA Algorithm for Solving Task Allocation in Hilly Orchards With Weeding Robots by 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…”
Get full text

Gene selection based on recursive spider wasp optimizer guided by marine predators algorithm by Osama, Sarah, Ali, Abdelmgeid A., Shaban, Hassan

“… While various gene selection methods have been developed to select the most relevant genes, these methods…”
Get full text

An integrated IKOA-CNN-BiGRU-Attention framework with SHAP explainability for high-precision debris flow hazard prediction in the Nujiang river basin, China by 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…”
Get full text

A Prediction Model for Network Information Dissemination based on Optimized Convolutional Neural Network Using Enhanced Kepler Optimization by Zhang, Yuzhao

“… Thus, an Enhanced Kepler Optimization Algorithm (EKOA) approach is developed to tune the hyperparameters of the CNN…”
Get full text

Design and Optimization of Antipodal Vivaldi Antenna for Enhanced Breast Tumor Detection Using Microwave Imaging by Babu, Bindu, Suresh, Sudha

Get full text

An enhanced Kepler optimization algorithm with global attraction model and dynamic neighborhood search for global optimization and engineering problems by Liang, Ziyuan, Wang, Zhenlei

“…The Kepler optimization algorithm (KOA) is a recently proposed physics-based algorithm inspired by Kepler’s laws…”
Get full text

An integrated skip convolutional network with residual learning and feature extraction for point and interval prediction of solar radiation by 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…”
Get full text

Kepler Algorithm for Large-Scale Systems of Economic Dispatch with Heat Optimization by 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…”
Get full text

An improved Kepler optimization algorithm for module parameter identification supporting PV power estimation by 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…”
Get full text

Capacity Estimation of Lithium-Ion Battery Systems in Fuel Cell Ships Based on Deep Learning Model by 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…”
Get full text

Secure Cloud-WSNs with Advanced Intrusion Detection System using Kepler Optimization and Bi-ConGRU Network Approaches by 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…”
Get full text

Analog circuit diagnosis based on support vector machine with parameter optimization by improved NKCGWO by 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…”
Get full text

Predicting Rock Fracture Toughness Using a KOA-BP Neural Network: A Case Study from Five Provinces in China by 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…”
Get full text

Evolution Characteristics and Influencing Factors of Agricultural Drought Resilience: A New Method Based on Convolutional Neural Networks Combined with Ridge Regression by 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…”
Get full text

Optimal dimensioning of grid-connected PV/wind hybrid renewable energy systems with battery and supercapacitor storage a statistical validation of meta-heuristic algorithm performance by Samy, Mohamed Mahmoud, Güven, Aykut Fatih

“…—Hunger Games Search (HGS), Spider Wasp Optimizer (SWO), Kepler Optimization Algorithm (KOA), Fire Hawk Optimizer…”
Get full text

Service Quality Evaluation of University Libraries based on Optimized K-means Algorithm using Modified Kepler Optimization Method by 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…”
Get full text

Bitterling Colony Optimization: a bio-inspired algorithm for global search by Lai, Zhipeng, Ding, Jiabin, Yin, Hanfeng, Wu, Lijia, Liu, Jie, He, Wei

“…In recent years, the growing complexity of optimization problems has highlighted the limitations of existing metaheuristic algorithms, such as premature convergence and insufficient exploration…”
Get full text