大系统降阶的差分进化与模拟退火的比较研究

Princy Saraswat, G. Parmar
{"title":"大系统降阶的差分进化与模拟退火的比较研究","authors":"Princy Saraswat, G. Parmar","doi":"10.1109/CCINTELS.2015.7437923","DOIUrl":null,"url":null,"abstract":"In this paper, a comparative study of Differential Evolution (DE) and Simulated Annealing (SA) for the order reduction of large scale systems has been carried out. Order reduction is the most important field for analyzing and synthesizing the systems. In the present work, DE and SA along with dominant pole retention technique have been utilized for order reduction of system. The comparison provides the accuracy of techniques in terms of integral square error (ISE) along with time and frequency responses. Also, a comparative study of mentioned techniques with other existing techniques available in the literature has also been given in tabular form. Reduced order system approximates and preserves the stability of the original high order system.","PeriodicalId":131816,"journal":{"name":"2015 Communication, Control and Intelligent Systems (CCIS)","volume":"67 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"10","resultStr":"{\"title\":\"A comparative study of Differential Evolution and Simulated Annealing for order reduction of large scale systems\",\"authors\":\"Princy Saraswat, G. Parmar\",\"doi\":\"10.1109/CCINTELS.2015.7437923\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper, a comparative study of Differential Evolution (DE) and Simulated Annealing (SA) for the order reduction of large scale systems has been carried out. Order reduction is the most important field for analyzing and synthesizing the systems. In the present work, DE and SA along with dominant pole retention technique have been utilized for order reduction of system. The comparison provides the accuracy of techniques in terms of integral square error (ISE) along with time and frequency responses. Also, a comparative study of mentioned techniques with other existing techniques available in the literature has also been given in tabular form. Reduced order system approximates and preserves the stability of the original high order system.\",\"PeriodicalId\":131816,\"journal\":{\"name\":\"2015 Communication, Control and Intelligent Systems (CCIS)\",\"volume\":\"67 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2015-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"10\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2015 Communication, Control and Intelligent Systems (CCIS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CCINTELS.2015.7437923\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 Communication, Control and Intelligent Systems (CCIS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CCINTELS.2015.7437923","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 10

摘要

本文对差分进化(DE)和模拟退火(SA)在大系统降阶问题上的应用进行了比较研究。阶数约简是系统分析和综合的重要领域。在本工作中,我们利用DE和SA以及优势极保持技术来降低系统的阶数。比较提供了技术在积分平方误差(ISE)以及时间和频率响应方面的准确性。此外,还以表格形式给出了上述技术与文献中可用的其他现有技术的比较研究。降阶系统近似并保持了原高阶系统的稳定性。
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
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
A comparative study of Differential Evolution and Simulated Annealing for order reduction of large scale systems
In this paper, a comparative study of Differential Evolution (DE) and Simulated Annealing (SA) for the order reduction of large scale systems has been carried out. Order reduction is the most important field for analyzing and synthesizing the systems. In the present work, DE and SA along with dominant pole retention technique have been utilized for order reduction of system. The comparison provides the accuracy of techniques in terms of integral square error (ISE) along with time and frequency responses. Also, a comparative study of mentioned techniques with other existing techniques available in the literature has also been given in tabular form. Reduced order system approximates and preserves the stability of the original high order system.
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
自引率
0.00%
发文量
0
期刊最新文献
EMG signal based finger movement recognition for prosthetic hand control Gain and directivity enhancement of microstrip patch array antenna with metallic ring for WLAN/Wi-Fi applications Analysis of prosody based automatic LID systems A novel framework for adaptive user interface Design of FIR band-pass digital filter using Heuristic Optimization Technique: A comparison
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1