and the speed of approaching the zero value is slower. Therefore, perturbation of the sparrow position update in the population with the Cauchy distribution can expand the search range of the algorithm so that it is not easy for the algorithm to fall into a local...
Developed a hybrid machine learning model (MIC-SSA1-ISSA-LSTM) for air conditioning load prediction.Improved Sparrow Search Algorithm with faster convergence and avoidance of local optima.The use of singular spectrum analysis to decompose the air conditioning load has improved the prediction accuracy ...
An improved sparrow search algorithm (LCSSA) is developed and integrated to optimize both the aforementioned model structure and intelligently obtain the optimal solution, that is, the two stages of optimization. For the purpose of assessing the effect of each performance on the combination of ...
This article adopts an improved Sparrow Search Algorithm combined with a multi-hop data forwarding strategy to develop a novel low power energy balanced clustering routing scheme. Its primary contributions include: (1) It proposes an enhanced sparrow search algorithm. It adds adaptive sine function an...
BMC Bioinformatics (2023) 24:384 https://doi.org/10.1186/s12859-023-05514-7 BMC Bioinformatics RESEARCH Open Access MSXFGP: combining improved sparrow search algorithm with XGBoost for enhanced genomic prediction Ganghui Zhou1,2, Jing Gao1,2,3*, Dongshi Zuo1,2, Jin Li1,2...
Wu, R., et al.: An improved sparrow search algorithm based on quantum computations and multi-strategy enhancement. Expert Syst. Appl. 215, 119421 (2023) Google Scholar Mohammadi-Balani, A., et al.: Golden eagle optimizer: a nature-inspired metaheuristic algorithm. Comput. Ind. Eng. 152,...
[15] proposed a transformer fault diagnosis method using the improved sparrow search algorithm (ISSA) to optimise support vector machine (SVM), which can judge the current running state of the transformer more accurately. Kari et al. [16] proposed a random forest feature selection method combined...
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sea surface temperature; passive microwave; sparrow search algorithm; BP neural network; AMSR2; retrieve Graphical Abstract1. Introduction Oceans constitute a pivotal component of the Earth’s hydrosphere, encompassing approximately 71% of the planet’s surface. They serve as the primary absorber of ...
The approach is based on the sparrow search algorithm, which is an intelligent optimization algorithm inspired by the group wisdom, foraging, and anti-predation behaviors of sparrows."关键词: Shanghai People’s Republic of China Asia Algorithms Emerging Technologies Machine Learning Nano-robot Robotics...