VMDLSTM

Kapil Choudhary1,2,3, Girish Kumar Jha4, Ronit Jaiswal5

  • 1Agriculture University, Jodhpur, Rajasthan, 342304, India.

Scientific reports
|March 23, 2025
PubMed
概括

准确的农业大宗商品价格预测得到了改进,使用了新的VMD-LSTM模型. 这种混合方法通过分解和建模价格数据来增强预测,优于现有方法以获得更好的市场洞察力.

相关概念视频

Mechanistic Models: Compartment Models in Algorithms for Numerical Problem Solving01:29

Mechanistic Models: Compartment Models in Algorithms for Numerical Problem Solving

Mechanistic models play a crucial role in algorithms for numerical problem-solving, particularly in nonlinear mixed effects modeling (NMEM). These models aim to minimize specific objective functions by evaluating various parameter estimates, leading to the development of systematic algorithms. In some cases, linearization techniques approximate the model using linear equations.
In individual population analyses, different algorithms are employed, such as Cauchy's method, which uses a...
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