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Proceedings of 2009 Conference onCommunication Faculity (PCCF 2009 E-BOOK)

Nan'ning,China,9.18-9.20,2009

ISBN: 978-1-935068-06-8 Scientific Research Publishing, USA

E-Book 712pp Pub. Date: December 2009

Category: Engineering

Price: $100

Title: A New Inexact PVD Algorithm for General Programming Problem
Source: Proceedings of 2009 Conference onCommunication Faculity (PCCF 2009 E-BOOK) (pp 117-119)
Author(s): Fangfang Xu, College of Information science and Technology, Shandong University of Science and Technology, Qingdao, China, 266510
Weihui Liu, College of Information science and Technology, Shandong University of Science and Technology, Qingdao, China, 266511
Gengfeng Zhu, College of Information science and Technology, Shandong University of Science and Technology, Qingdao, China, 266512
Abstract: This paper consider the parallel variable distribution (PVD) approach proposed by Ferris and Mangasarian for solving optimization problem. This paper propose to apply the PVD approach to problems with general convex constraints and show that the algorithm converges, provided certain conditions are imposed on the change of secondary variables. In this paper, we choose to use the projected gradient direction for secondary variables and replace the minimization problem with a sufficient descent condition in the parallelization stage.
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