ISSN:
1572-9338
Keywords:
Path-following interior-point methods
;
linear complementarity problems
;
Q-subquadratic convergence
Source:
Springer Online Journal Archives 1860-2000
Topics:
Mathematics
,
Economics
Notes:
Abstract We describe an algorithm for the monotone linear complementarity problem (LCP) that converges from any positive, not necessarily feasible, starting point and exhibits polynomial complexity if some additional assumptions are made on the starting point. If the problem has a strictly complementarity solution, the method converges subquadratically. We show that the algorithm and its convergence properties extend readily to the mixed monotone linear complementarity problem and, hence, to all the usual formulations of the linear programming and convex quadratic programming problems.
Type of Medium:
Electronic Resource
URL:
http://dx.doi.org/10.1007/BF02206813
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