Modified Oja's Algorithms For Principal Subspace and Minor Subspace extraction

摘要

Principal component extraction and minor component extraction are well known and powerful techniques in time series. Modified Oja's algorithms for extracting principal and minor component subspaces are proposed. The only difference between them is the sign of the first term in the iteration equations. Simulations show that the algorithms are effective.