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Steiner树优化问题的算法研究综述

王军霞 王晓峰 彭庆媛 华盈盈 宋家欢

计算机工程与应用2024,Vol.60Issue(9):19-29,11.
计算机工程与应用2024,Vol.60Issue(9):19-29,11.DOI:10.3778/j.issn.1002-8331.2311-0016

Steiner树优化问题的算法研究综述

Review of Algorithmic Research on Steiner Tree Optimization Problems

王军霞 1王晓峰 2彭庆媛 1华盈盈 1宋家欢1

作者信息

  • 1. 北方民族大学 计算机科学与工程学院,银川 750021
  • 2. 北方民族大学 计算机科学与工程学院,银川 750021||北方民族大学 图形图像智能处理国家民委重点实验室,银川 750021
  • 折叠

摘要

Abstract

The optimal Steiner tree problem(STP)is a classical combinatorial optimization problem,and many engineering problems can be summed up as optimal Steiner tree problems.STP is widely used in communication networks,circuit design,VLSI design,and other fields.However,the STP is a typical NP hard problem,and there is no precise polynomial time algorithm to solve it.Currently,the algorithms for solving this problem mainly focus on heuristic based approxima-tion algorithms,intelligent optimization algorithms,and belief propagation algorithms,and have achieved good results.By sorting out the principles,performance,accuracy,and other aspects of these algorithms,the advantages and disadvan-tages of the algorithms are summarized,and the research direction and algorithm design path for STP are pointed out,which has guiding significance for the research of related issues.

关键词

Steiner树问题(STP)/启发式算法/信息传播算法/智能优化算法/叶交叉(LC)

Key words

Steiner tree problem(STP)/heuristics algorithms/belief propagation algorithms/intelligent optimization algo-rithms/leaf crossover(LC)

分类

信息技术与安全科学

引用本文复制引用

王军霞,王晓峰,彭庆媛,华盈盈,宋家欢..Steiner树优化问题的算法研究综述[J].计算机工程与应用,2024,60(9):19-29,11.

基金项目

国家自然科学基金(62062001) (62062001)

宁夏青年拔尖人才项目(2021). (2021)

计算机工程与应用

OA北大核心CSTPCD

1002-8331

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