基于混合粒子群优化算法求解武器目标分配问题的新方法

International Conference on Electronic and Mechanical Engineering and Information Technology Pub Date : 1900-01-01 DOI:10.1109/EMEIT.2011.6023352

Bojiang Zhu, Feng-xing Zou, Jia-hua Wei

{"title":"基于混合粒子群优化算法求解武器目标分配问题的新方法","authors":"Bojiang Zhu, Feng-xing Zou, Jia-hua Wei","doi":"10.1109/EMEIT.2011.6023352","DOIUrl":null,"url":null,"abstract":"This paper presents an approach based on hybrid particle swarm optimization to solve weapon-target assignment (WTA) problem. The mathematical model of WTA problem is explained in detail. Then the idea of basic particle swarm optimization (PSO) is introduced. A hybrid PSO algorithm (HPSO) is structured by introducing the mutation operator and changing the inertia weight with the generation. The results of simulation indicate that this approach is effective to solve WTA problem.","PeriodicalId":221663,"journal":{"name":"International Conference on Electronic and Mechanical Engineering and Information Technology","volume":"48 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"A novel approach to solving weapon-target assignment problem based on hybrid particle swarm optimization algorithm\",\"authors\":\"Bojiang Zhu, Feng-xing Zou, Jia-hua Wei\",\"doi\":\"10.1109/EMEIT.2011.6023352\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper presents an approach based on hybrid particle swarm optimization to solve weapon-target assignment (WTA) problem. The mathematical model of WTA problem is explained in detail. Then the idea of basic particle swarm optimization (PSO) is introduced. A hybrid PSO algorithm (HPSO) is structured by introducing the mutation operator and changing the inertia weight with the generation. The results of simulation indicate that this approach is effective to solve WTA problem.\",\"PeriodicalId\":221663,\"journal\":{\"name\":\"International Conference on Electronic and Mechanical Engineering and Information Technology\",\"volume\":\"48 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1900-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Conference on Electronic and Mechanical Engineering and Information Technology\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/EMEIT.2011.6023352\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Conference on Electronic and Mechanical Engineering and Information Technology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/EMEIT.2011.6023352","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}

引用次数: 2

摘要

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文本刊更多论文

A novel approach to solving weapon-target assignment problem based on hybrid particle swarm optimization algorithm

This paper presents an approach based on hybrid particle swarm optimization to solve weapon-target assignment (WTA) problem. The mathematical model of WTA problem is explained in detail. Then the idea of basic particle swarm optimization (PSO) is introduced. A hybrid PSO algorithm (HPSO) is structured by introducing the mutation operator and changing the inertia weight with the generation. The results of simulation indicate that this approach is effective to solve WTA problem.

求助全文

通过发布文献求助，成功后即可免费获取论文全文。去求助

来源期刊

International Conference on Electronic and Mechanical Engineering and Information Technology

自引率

0.00%

发文量