A full-Newton step feasible interior-point algorithm for P*(k)-linear complementarity problems

In this paper, a full-Newton step feasible interior-point algorithm is proposed for solving P*(κ) -linear complementarity problems. We prove that the full-Newton step to the central path is local quadratically convergent and the proposed algorithm has polynomial iteration complexity, namely, O ((1+4...

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Bibliographic Details
Main Authors: Wang, G., Yu, Changjun, Teo, Kok Lay
Format: Journal Article
Published: Springer 2013
Subjects:
Online Access:http://hdl.handle.net/20.500.11937/5978
Description
Summary:In this paper, a full-Newton step feasible interior-point algorithm is proposed for solving P*(κ) -linear complementarity problems. We prove that the full-Newton step to the central path is local quadratically convergent and the proposed algorithm has polynomial iteration complexity, namely, O ((1+4κ) √nlogn/ε), which matches the currently best known iteration bound for P*(κ)-linear complementarity problems. Some preliminary numerical results are provided to demonstrate the computational performance of the proposed algorithm.