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改进蚁群算法求解多属性双边稳定匹配问题

刘永强 常青 熊华钢

信息与电子工程2011,Vol.9Issue(4):510-514,5.
信息与电子工程2011,Vol.9Issue(4):510-514,5.

改进蚁群算法求解多属性双边稳定匹配问题

An improved ant colony algorithm for multi-attribute stable bipartite matching problems

刘永强 1常青 2熊华钢1

作者信息

  • 1. 北京航空航天大学电子信息工程学院,北京100191
  • 2. 国家安全生产监督管理总局通信信息中心,北京100013
  • 折叠

摘要

Abstract

The multi-attribute bilateral matching problems are discussed from the stable matching point of view. The concepts and definitions of multi-attribute bilateral stable matching are introduced, as well as the definitions and the sorting rules of the matching extent. Then evaluation functions and rules are proposed for the stable matching results. Based on an improved state transition strategy and an improved pheromone update strategy, an improved Ant Colony Algorithm(ACO) is presented for these problems. The simulation results show that the improved ACO can solve the traditional stable matching problems, and is also effective in solving the multi-attribute bilateral stable matching problems.

关键词

蚁群算法/多属性/双边匹配/稳定匹配

Key words

Ant Colony Algorithm/ multi-attribute/ bipartite matching/ stable matching

分类

信息技术与安全科学

引用本文复制引用

刘永强,常青,熊华钢..改进蚁群算法求解多属性双边稳定匹配问题[J].信息与电子工程,2011,9(4):510-514,5.

基金项目

国家自然科学基金资助项目(60872062,60879024) (60872062,60879024)

国家科技支撑计划项目城市安全生产风险动态监管技术研究与示范项目(2011BAK01B00) (2011BAK01B00)

信息与电子工程

OACSTPCD

2095-4980

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