Co-NP-completeness of some matrix classification problems

Abstract.The classes of P-, P0-, R0-, semimonotone, strictly semimonotone, column sufficient, and nondegenerate matrices play important roles in studying solution properties of equations and complementarity problems and convergence/complexity analysis of methods for solving these problems. It is known that the problem of deciding whether a square matrix with integer/rational entries is a P- (or nondegenerate) matrix is co-NP-complete. We show, through a unified analysis, that analogous decision problems for the other matrix classes are also co-NP-complete.

[1]  F. Facchinei,et al.  Beyond Monotonicity in Regularization Methods for Nonlinear Complementarity Problems , 1999 .

[2]  Gregory E. Coxson,et al.  The P-matrix problem is co-NP-complete , 1994, Math. Program..

[3]  David S. Johnson,et al.  Computers and Intractability: A Guide to the Theory of NP-Completeness , 1978 .

[4]  Katta G. Murty,et al.  Some NP-complete problems in quadratic and nonlinear programming , 1987, Math. Program..

[5]  Katta G. Murty,et al.  Some NP-complete problems in linear programming , 1982, Oper. Res. Lett..

[6]  C. Kanzow,et al.  A Penalized Fischer-Burmeister Ncp-Function: Theoretical Investigation And Numerical Results , 1997 .

[7]  Xiaojun Chen,et al.  On Smoothing Methods for the P[sub 0] Matrix Linear Complementarity Problem , 2000, SIAM J. Optim..

[8]  John J. Bartholdi,et al.  A good submatrix is hard to find , 1982, Oper. Res. Lett..

[9]  Jan van Leeuwen,et al.  Computational complexity of norm-maximization , 1990, Comb..

[10]  Alexander Schrijver,et al.  Theory of linear and integer programming , 1986, Wiley-Interscience series in discrete mathematics and optimization.

[11]  M. Seetharama Gowda,et al.  On the Limiting Behavior of the Trajectory of Regularized Solutions of a P0-Complementarity Problem , 1998 .

[12]  P. Strevens Iii , 1985 .

[13]  Jong-Shi Pang,et al.  Error bounds in mathematical programming , 1997, Math. Program..

[14]  I. VÁŇOVÁ,et al.  Academy of Sciences of the Czech Republic , 2020, The Grants Register 2021.

[15]  Francisco Facchinei,et al.  A New Merit Function For Nonlinear Complementarity Problems And A Related Algorithm , 1997, SIAM J. Optim..