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求解面向进攻的武器-目标分配问题的蚁群算法
  • ISSN号：1002-0640
  • 期刊名称：《火力与指挥控制》
  • 时间：0
  • 分类：TP18[自动化与计算机技术—控制科学与工程;自动化与计算机技术—控制理论与控制工程] O221[理学—运筹学与控制论;理学—数学]
  • 作者机构：[1]北京理工大学自动化学院,北京100081, [2]复杂系统智能控制与决策教育部重点实验室,北京100081
  • 相关基金：国家杰出青年科学基金（60925011）; 省部级重点基金资助项目（9140A17051010BQ0104）
作者： 陈伟[1,2], 陈杰[1,2], 辛斌[1,2]
关键词： 武器-目标分配, 蚁群算法, 局部搜索, 信息素控制机制, weapon-target assignment, ant colony algorithm, local search, pheromone control mechanism
中文摘要：

面向进攻的武器-目标分配问题是军事运筹学研究中的重要课题,旨在制定合理的打击策略以最大程度摧毁敌方目标。采用一种融合局部搜索和信息素控制的蚁群算法,兼顾控制解的局部收敛速度和全局收敛质量。在解的构造过程中直接处理约束条件,提高生成解的可行性,并大大缩小了搜索空间,提高了算法效率。通过采用多种算法对不同规模的武器-目标分配问题进行实验,结果表明改进的蚁群算法在收敛速度和求解质量上表现优异。

英文摘要：

The attack-oriented Weapon-Target Assignment（WTA） problem is an important subject in military operations research.The object of WTA is to obtain desirable engagement plans to maximize the damage of hostile targets.In this paper,we present an improved ant colony algorithm,incorporating local search and pheromone control mechanism,to accelerate local search and improve the quality of global convergence.We achieve constraint handling directly in the process of constructing WTA solutions,which enhances the feasibility of generated solutions and largely reduces search space.We applied different algorithms to various scales of WTA problems,and the results demonstrate that the improved ant colony algorithm has outstanding performance.

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期刊信息
  • 《火力与指挥控制》
  • 中国科技核心期刊
  • 主管单位:中国兵器工业集团公司
  • 主办单位:北方自动控制技术研究所
  • 主编：高英武
  • 地址：山西太原193号信箱
  • 邮编：030006
  • 邮箱：HLYZ@chinajournal.net.cn;hlyz207@126.com
  • 电话：0351-8725026 8725316
  • 国际标准刊号：ISSN：1002-0640
  • 国内统一刊号：ISSN：14-1138/TJ
  • 邮发代号:22-134
  • 获奖情况:
  • 曾获信息产业部优秀期刊“编辑奖”,连续6年获山西省一级期刊称号
  • 国内外数据库收录:
  • 波兰哥白尼索引,英国科学文摘数据库,中国中国科技核心期刊,中国北大核心期刊（2004版）,中国北大核心期刊（2008版）,中国北大核心期刊（2011版）,中国北大核心期刊（2014版）,中国北大核心期刊（2000版）
  • 被引量:12079