×

A monotone semismooth Newton type method for a class of complementarity problems. (English) Zbl 1204.65070

Some results related to slant differentiability are reviewed. The monotone convergence of a semismooth Newton method is obtained under certain conditions. The authors present a modified semismooth Newton method for a class of complementarity problems. The monotone convergence of the proposed method is established. The efficiency of the proposed method is shown by some numerical results.

MSC:

65K05 Numerical mathematical programming methods
90C33 Complementarity and equilibrium problems and variational inequalities (finite dimensions) (aspects of mathematical programming)
90C53 Methods of quasi-Newton type
Full Text: DOI

References:

[1] Hackbusch, W., Iterative Solution of Large Sparse Systems of Equations (1994), Springer-Verlag · Zbl 0789.65017
[2] Ortega, J. M.; Rheinboldt, W. C., Iterative Solution of Nonlinear Equations in Several Variables (1970), Academic Press: Academic Press San Diego, New York, London, Reprinted by SIAM, Philadelphia, 2000 · Zbl 0241.65046
[3] Elliott, C. M.; Ockendon, I. R., Weak and variational methods for moving boundary problems, (Research Notes in Mathematics, vol. 59 (1982), Pitman: Pitman London) · Zbl 0476.35080
[4] Hoffmann, K. H.; Zou, J., Parallel solution of variational inequality problems with nonlinear source terms, IMA Journal Numerical Analysis, 16, 31-45 (1996) · Zbl 0848.65055
[5] Meyer, G. H., Free boundary problems with nonlinear source terms, Numerische Mathematik, 43, 463-482 (1984) · Zbl 0539.65083
[6] Pang, J. S.; Qi, L., Nonsmooth equations: motivation and algorithms, SIAM Journal on Optimization, 3, 443-465 (1993) · Zbl 0784.90082
[7] Qi, L., Convergence analysis of some algorithms for solving nonsmooth equations, Mathematics of Operations Research, 18, 227-244 (1993) · Zbl 0776.65037
[8] Qi, L.; Sun, J., A nonsmooth version of Newtons method, Mathematical Programming, 58, 353-368 (1993) · Zbl 0780.90090
[9] Jiang, H. Y.; Qi, L., A new nonsmooth equations approach to nonlinear complementarity problems, SIAM Journal on Control and Optimization, 35, 178-193 (1997) · Zbl 0872.90097
[10] Luca, D.; Fancchinei, F.; Kanzow, C., A semismooth equation approach to the solution of nonlinear complementarity problems, Mathematical Programming, 75, 407-439 (1996) · Zbl 0874.90185
[11] Pang, J. S., Newton’s method for \(B\)-differentiable equations, Mathematics of Operations Research, 15, 311-341 (1990) · Zbl 0716.90090
[12] Hintermuller, M.; Ito, K.; Kunisch, K., The primal-dual active set strategy as a semi-smooth Newton method, SIAM Journal on Optimization, 13, 865-888 (2003) · Zbl 1080.90074
[13] Kanzow, C., Inexact semismooth Newton methods for large-scale complementarity problems, Optimization Methods and Software, 19, 309-325 (2004) · Zbl 1141.90558
[14] Chen, X.; Nashed, Z.; Qi, L., Smoothing methods and semismooth methods for nondifferentiable operator equations, SIAM Journal on Numerical Analysis, 38, 1200-1216 (2000) · Zbl 0979.65046
[15] Baiocchi, C.; Comincioli, V.; Guerri, L.; Volpi, G., Free boundary problems in the theory of fluid flow through porous media: a numerical approach, Calcolo, 10, 1-86 (1973) · Zbl 0296.76052
This reference list is based on information provided by the publisher or from digital mathematics libraries. Its items are heuristically matched to zbMATH identifiers and may contain data conversion errors. In some cases that data have been complemented/enhanced by data from zbMATH Open. This attempts to reflect the references listed in the original paper as accurately as possible without claiming completeness or a perfect matching.