Research Article

An Approach for Demand Forecasting in Steel Industries Using Ensemble Learning

Algorithm 2 Steps for the implementation of independent component analysis (ICA).
Input: dimensional input data matrix with number of samples , and variance threshold
Output: reduced dimensional data matrix ,
Select a nonquadratic nonlinear function
Initialize as , where ratio of source during mixing, matrix contains different components, and mixed output
Perform PCA on , as as in Algorithm 1
whiledo
 Update
 Normalize
Derive the new dataset by taking where