Abstract
In the present work we consider the iterative solution of the Linear Complementarity Problem (LCP), with a nonsingular H + coefficient matrix A, by using all modulus-based matrix splitting iterative methods that have been around for the last couple of years. A deeper analysis shows that the iterative solution of the LCP by the modified Accelerated Overrelaxation (MAOR) iterative method is the “best”, in a sense made precise in the text, among all those that have been proposed so far regarding the following three issues: i) The positive diagonal matrix-parameter Ω ≥ diag(A) involved in the method is Ω = diag(A), ii) The known convergence intervals for the two AOR parameters, α and β, are the widest possible, and iii) The “best” possible MAOR iterative method is the modified Gauss-Seidel one.
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Cvetković, L., Hadjidimos, A. & Kostić, V. On the choice of parameters in MAOR type splitting methods for the linear complementarity problem. Numer Algor 67, 793–806 (2014). https://doi.org/10.1007/s11075-014-9824-1
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DOI: https://doi.org/10.1007/s11075-014-9824-1
Keywords
- Linear complementarity problem (LCP)
- M-matrices
- H +-matrices
- Modulus-based splitting iterative methods
- Multisplitting methods
- Modified AOR iterative methods