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组合Skyline的求解与更新算法

董雷刚 刘国华

计算机工程2017,Vol.43Issue(6):195-201,206,8.
计算机工程2017,Vol.43Issue(6):195-201,206,8.DOI:10.3969/j.issn.1000-3428.2017.06.031

组合Skyline的求解与更新算法

Algorithm for Solving and Updating Combinatorial Skyline

董雷刚 1刘国华2

作者信息

  • 1. 东华大学信息科学与技术学院,上海201620
  • 2. 大庆师范学院计算机科学与信息技术学院,黑龙江大庆163712
  • 折叠

摘要

Abstract

Existing algorithms for querying combinatorial Skyline have low pruning efficiency and unsatisfactory computing speed for low-dimensional data set.Aiming at these problems,this paper proposes a fast algorithm for solving and updating combinatorial Skyline.It defines the related concept of dominant area and presents some pruning rules to prune lots of useless data.For points added or deleted,based on existing result,it takes corresponding operations according to the data partition,so as to update query results quickly.Experimental results show that the proposed algorithm can improve pruning efficiency and computation speed effectively.

关键词

组合轮廓/多标准决策/支配区/剪枝规则/更新

Key words

combinatorial Skyline/multi-criteria decision/dominant area/pruning rule/updating

分类

信息技术与安全科学

引用本文复制引用

董雷刚,刘国华..组合Skyline的求解与更新算法[J].计算机工程,2017,43(6):195-201,206,8.

基金项目

大庆师范学院青年基金“基于互联网+人脸识别技术的学生身份认定系统”(15ZR07). (15ZR07)

计算机工程

OA北大核心CSCDCSTPCD

1000-3428

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