supported by the National Natural Science Foundation of China (Grant Nos. 10471074, 10771116);the Doctoral Program of the Ministry of Education of China (Grant No. 20060003003)
The inexact Rayleigh quotient iteration (RQI) is used for computing the smallest eigenpair of a large Hermitian matrix. Under certain condition, the method was proved to converge quadratically in literature. However, ...