38 citations · 242 across the 36 of their papers we have counts for
Showing 2021Show all
3 papers · 1 filter
math.OC2021★ 1 cited
Convergence analysis of a regularized inexact interior-point method for linear programming problems
Jeffrey Cornelis, Wim Vanroose
Interior-point methods for linear programming problems require the repeated solution of a linear system of equations. Solving these linear systems is non-trivial due to the severe…
math.NA2021
Sequential Projected Newton method for regularization of nonlinear least squares problems
Jeffrey Cornelis, Wim Vanroose
We develop a computationally efficient algorithm for the automatic regularization of nonlinear inverse problems based on the discrepancy principle. We formulate the problem as an e…
math.NA2021
Krylov-Simplex method that minimizes the residual in -norm or -norm
Wim Vanroose, Jeffrey Cornelis
The paper presents two variants of a Krylov-Simplex iterative method that combines Krylov and simplex iterations to minimize the residual . The first method minimizes $\|…