基于DE快速收敛的时调天线阵列初始种群设置

Proceedings of the 2015 Third International Conference on Computer, Communication, Control and Information Technology (C3IT) Pub Date : 2015-03-16 DOI:10.1109/C3IT.2015.7060216

Ananya Mukherjee, S. Mandai, Bharath Raia Nenavath, Mukesh Kumar

{"title":"基于DE快速收敛的时调天线阵列初始种群设置","authors":"Ananya Mukherjee, S. Mandai, Bharath Raia Nenavath, Mukesh Kumar","doi":"10.1109/C3IT.2015.7060216","DOIUrl":null,"url":null,"abstract":"Synthesis of low side lobe power pattern with controlled harmonic radiation in time-modulated antenna arrays (TMAA) is a population based, stochastic optimization method. Due to the random nature, the initial population of such method greatly influences the convergence characteristics of the optimization tools. In this paper, a study on the effect of the convergence characteristics of the differential evolution (DE) due to different initial population has been observed and the initial population that provides fast convergence for synthesizing TMAAs is provided.","PeriodicalId":402311,"journal":{"name":"Proceedings of the 2015 Third International Conference on Computer, Communication, Control and Information Technology (C3IT)","volume":"37 3 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-03-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Setting initial population for synthesizing time-modulated antenna arrays with fast convergence of DE\",\"authors\":\"Ananya Mukherjee, S. Mandai, Bharath Raia Nenavath, Mukesh Kumar\",\"doi\":\"10.1109/C3IT.2015.7060216\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Synthesis of low side lobe power pattern with controlled harmonic radiation in time-modulated antenna arrays (TMAA) is a population based, stochastic optimization method. Due to the random nature, the initial population of such method greatly influences the convergence characteristics of the optimization tools. In this paper, a study on the effect of the convergence characteristics of the differential evolution (DE) due to different initial population has been observed and the initial population that provides fast convergence for synthesizing TMAAs is provided.\",\"PeriodicalId\":402311,\"journal\":{\"name\":\"Proceedings of the 2015 Third International Conference on Computer, Communication, Control and Information Technology (C3IT)\",\"volume\":\"37 3 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2015-03-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 2015 Third International Conference on Computer, Communication, Control and Information Technology (C3IT)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/C3IT.2015.7060216\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 2015 Third International Conference on Computer, Communication, Control and Information Technology (C3IT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/C3IT.2015.7060216","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}

引用次数: 0

摘要

调频天线阵列(TMAA)中具有可控谐波辐射的低旁瓣功率图的合成是一种基于种群的随机优化方法。由于该方法的随机性，其初始人口对优化工具的收敛特性影响很大。本文观察了不同初始种群对差分进化(DE)收敛特性的影响，并给出了为TMAAs合成提供快速收敛的初始种群。

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

Setting initial population for synthesizing time-modulated antenna arrays with fast convergence of DE

Synthesis of low side lobe power pattern with controlled harmonic radiation in time-modulated antenna arrays (TMAA) is a population based, stochastic optimization method. Due to the random nature, the initial population of such method greatly influences the convergence characteristics of the optimization tools. In this paper, a study on the effect of the convergence characteristics of the differential evolution (DE) due to different initial population has been observed and the initial population that provides fast convergence for synthesizing TMAAs is provided.

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

Proceedings of the 2015 Third International Conference on Computer, Communication, Control and Information Technology (C3IT)

自引率

0.00%

发文量