This author was supported by the National Natural Sciences Foundation, P. R. China.
In this paper, we propose the nested totoal least squatres problem (NTLS), which is an extension of the equality constrained least squares problem (LSE). The formulation of the NTLS problem is given and the solution s...
Supported by The Natural Science Fundations of China and Jiangsu
An algorithm for solving nonlinear least squares problems with general linear inequality constraints is described.At each step,the problem is reduced to an unconstrained linear least squares problem in a subs pace def...
This author was supported by the National Natural Sciences Foundation,PRC. ;This author was supported by the Air Force Office of Scientific Research, USA, Grant No. AFOSR-91-0309
Consider solving an overdetermined system of linear algebraic equations by both the least squares method (LS) and the total least squares method (TLS). Extensive published computational evidence shows that when the or...
The project supported by National Natural Science Foundation of China.
A new algorithm is presented for solving a system of linear inequalities. Starting at any point by solving a least squares problem we can either obtain a feasible point or determine that no solution exists.
Supported by the National Natural Science Foundation of China
We extend the oblique projection method given by Y.Saad to solve the generalized least squares problem. The corresponding oblique projection operator is presented and the convergence theorems are proved. Some necessar...
State Major Key Project for Basic Researches;Decision Making and Information System Laboratory; Academy of Science of China; Natural Science Foundation of Tsinghua University.
In this paper we present a nonmonotone trust region method for nonlinear least squares problems with zero-residual and prove its convergence properties. The extensive numerical results are reported which show that the...