Dynamical system for computing the eigenvectors associated with the largest eigenvalue of a positive definite matrix.
A dynamical system for computing the largest eigenpair of a given positive matrix is introduced. Certain qualitative properties of the proposed system are analyzed in detail. The authors' results suggest that the weight-bounding term in PCA algorithms for extracting the first principal component could assume a class of forms.
Zhang
B
B
Dept. of Comput. Sci., Changsha Inst. of Technol., Hunan.
Bao
Z
Z