首页 | 本学科首页   官方微博 | 高级检索  
     

集合多覆盖问题的乘性权重更新分析
引用本文:崔鹏,钱丽艳.集合多覆盖问题的乘性权重更新分析[J].计算机科学,2007,34(10):219-220.
作者姓名:崔鹏  钱丽艳
作者单位:1. 中国人民大学信息资源管理学院,北京,100872
2. 北京大学信息学院,北京,100871
摘    要:集合多覆盖问题的简单贪心算法的近似比是lnn+1。本文提出简单贪心算法的一个变形,宽度优先贪心算法,并且证明其有近似比(lnn)/r+lnlnn+O(1),其中r是覆盖要求。这个结果比由随机取整方法得到的近似比O((lnn)/r+√(lnn)+1为优。宽度优先贪心算法的设计可以归入Arora等最近提出的乘性权重更新方法的框架。关键词集合多覆盖,宽度优先贪心算法,乘性权重更新方法

关 键 词:集合多覆盖  宽度优先贪心算法  乘性权重更新方法

Multiplicative Weights Update Analysis of Set Multicover
CUI Peng,QIAN Li-Yan.Multiplicative Weights Update Analysis of Set Multicover[J].Computer Science,2007,34(10):219-220.
Authors:CUI Peng  QIAN Li-Yan
Affiliation:School of Information Resource Management, Renmin University of China, Beijing 100872;School of EECS, Peking University, Beijing 100871
Abstract:The simple greedy algorithm for set multicover has approximation ratio.This paper presents a variation of the simple greedy algorithm,Breadth First Greedy Algorithm,and proves its approximation ratio can be (In n)/r lnlnn O(1),where r is the cover requirement.This result is better than the approximation ratio O((ln n)/r ((lnn)/r))~(1/2) 1 obtained by randomized rounding method.The design of this algorithm fits in the framework of multi- plicative weights update method,proposed by Arora etc.recently.
Keywords:Set multicover  Breadth first greedy algorithm  Multiplicative weights update method
本文献已被 CNKI 维普 万方数据 等数据库收录!
点击此处可从《计算机科学》下载全文
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号