We derive closed formulas for the condition number of a linear function of the total least squares solution. Given an over determined linear system Ax=b, we show that this condition number can be computed using the singular values and the right singular vectors of [A,b] and A. We also provide an upper bound that requires the computation of the largest and the smallest singular value of [A,b] and the smallest singular value of A. In numerical examples, we compare these values and the resulting forward error bounds with existing error estimates
Abstract. In this paper we are interested in computing linear least squares (LLS) condition numbers ...
We review the development and extensions of the classical total least squares method and describe al...
International audienceThe main result of this paper is the formulation of an explicit expression for...
We derive closed formulas for the condition number of a linear function of the total least squares s...
We derive closed formulas for the condition number of a linear function of the total least squares s...
In this paper, we address the accuracy of the results for the overdetermined full rank linear least ...
In this work we study the least squares and the total least squares problem for the solution of line...
In this paper, we address the accuracy of the results for the overdetermined full rank linear least ...
In this paper the use of the condition number of a problem, as defined by Rice in 1966, is discussed...
In this paper the use of the condition number of a problem, as defined by Rice in 1966, is discussed...
In this paper the use of the condition number of a problem, as defined by Rice in 1966, is discussed...
In this paper the use of the condition number of a problem, as defined by Rice in 1966, is discussed...
In this paper the use of the condition number of a problem, as defined by Rice in 1966, is discussed...
In this paper the use of the condition number of a problem, as defined by Rice in 1966, is discussed...
We review the development and extensions of the classical total least squares method and describe al...
Abstract. In this paper we are interested in computing linear least squares (LLS) condition numbers ...
We review the development and extensions of the classical total least squares method and describe al...
International audienceThe main result of this paper is the formulation of an explicit expression for...
We derive closed formulas for the condition number of a linear function of the total least squares s...
We derive closed formulas for the condition number of a linear function of the total least squares s...
In this paper, we address the accuracy of the results for the overdetermined full rank linear least ...
In this work we study the least squares and the total least squares problem for the solution of line...
In this paper, we address the accuracy of the results for the overdetermined full rank linear least ...
In this paper the use of the condition number of a problem, as defined by Rice in 1966, is discussed...
In this paper the use of the condition number of a problem, as defined by Rice in 1966, is discussed...
In this paper the use of the condition number of a problem, as defined by Rice in 1966, is discussed...
In this paper the use of the condition number of a problem, as defined by Rice in 1966, is discussed...
In this paper the use of the condition number of a problem, as defined by Rice in 1966, is discussed...
In this paper the use of the condition number of a problem, as defined by Rice in 1966, is discussed...
We review the development and extensions of the classical total least squares method and describe al...
Abstract. In this paper we are interested in computing linear least squares (LLS) condition numbers ...
We review the development and extensions of the classical total least squares method and describe al...
International audienceThe main result of this paper is the formulation of an explicit expression for...