Approximation algorithms for multi-agent scheduling to minimize total weighted completion time

被引:86
作者
Lee, Kangbok [2 ]
Choi, Byung-Cheon [2 ]
Leung, Joseph Y. -T. [1 ]
Pinedo, Michael L. [2 ]
机构
[1] New Jersey Inst Technol, Dept Comp Sci, Newark, NJ 07102 USA
[2] NYU, Dept Informat Operat & Management Sci, Stern Sch Business, New York, NY 10012 USA
关键词
Multi-agent scheduling; Total weighted completion time; Approximation algorithm; FPTAS; Multi-Objective Shortest-Path problem; OBJECTIVES;
D O I
10.1016/j.ipl.2009.04.018
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We consider a multi-agent scheduling problem on a single machine in which each agent is responsible for his own set of jobs and wishes to minimize the total weighted completion time of his own set of jobs. It is known that the unweighted problem with two agents is NP-hard in the ordinary sense. For this case, we can reduce our problem to a Multi-Objective Shortest-Path (MOSP) problem and this reduction leads to several results including Fully Polynomial Time Approximation Schemes (FPTAS). We also provide an efficient approximation algorithm with a reasonably good worst-case ratio. (C) 2009 Elsevier B.V. All rights reserved.
引用
收藏
页码:913 / 917
页数:5
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