基于GA优化的倒立摆控制系统

F. Wei, Giang Liangzhong, Yang Jin, Bian Qingqing
{"title":"基于GA优化的倒立摆控制系统","authors":"F. Wei, Giang Liangzhong, Yang Jin, Bian Qingqing","doi":"10.1109/IITA.2007.85","DOIUrl":null,"url":null,"abstract":"A kind of new GA is put forward by this paper, that calculate way satisfies the control demand of the inverted pendulum. Adopt the gene to carry out the evolution operation for the unit. Cross with the average Euclid distance of the gene control gene with the variation. Adopt the phase margin is the function of penalty that one adaptive degree calculate. Guaranteed the calculate way don't sink into the part to refrain from rash action. Considered the index sign of time domain and robustness of the system to unify at the same time. The good result is through certificated. Applied in the actual engineering by the inverted pendulum PD control parameter that based on the new SAGA acquires excellent results.","PeriodicalId":191218,"journal":{"name":"Workshop on Intelligent Information Technology Application (IITA 2007)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2007-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"12","resultStr":"{\"title\":\"Inverted Pendulum Control System Based on GA Optimization\",\"authors\":\"F. Wei, Giang Liangzhong, Yang Jin, Bian Qingqing\",\"doi\":\"10.1109/IITA.2007.85\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"A kind of new GA is put forward by this paper, that calculate way satisfies the control demand of the inverted pendulum. Adopt the gene to carry out the evolution operation for the unit. Cross with the average Euclid distance of the gene control gene with the variation. Adopt the phase margin is the function of penalty that one adaptive degree calculate. Guaranteed the calculate way don't sink into the part to refrain from rash action. Considered the index sign of time domain and robustness of the system to unify at the same time. The good result is through certificated. Applied in the actual engineering by the inverted pendulum PD control parameter that based on the new SAGA acquires excellent results.\",\"PeriodicalId\":191218,\"journal\":{\"name\":\"Workshop on Intelligent Information Technology Application (IITA 2007)\",\"volume\":\"6 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2007-12-02\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"12\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Workshop on Intelligent Information Technology Application (IITA 2007)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/IITA.2007.85\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Workshop on Intelligent Information Technology Application (IITA 2007)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IITA.2007.85","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 12

摘要

本文提出了一种新的遗传算法,其计算方法满足倒立摆的控制要求。采用基因对单元进行进化操作。与对照基因的平均欧几里得距离杂交得到变异基因。采用相位裕度是一种自适应度计算的惩罚函数。保证了计算方式不陷入部分不贸然行动。同时考虑了时域指标与系统鲁棒性的统一。良好的成绩是通过认证的。将基于新SAGA的倒立摆PD控制参数应用于实际工程中,取得了良好的效果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Inverted Pendulum Control System Based on GA Optimization
A kind of new GA is put forward by this paper, that calculate way satisfies the control demand of the inverted pendulum. Adopt the gene to carry out the evolution operation for the unit. Cross with the average Euclid distance of the gene control gene with the variation. Adopt the phase margin is the function of penalty that one adaptive degree calculate. Guaranteed the calculate way don't sink into the part to refrain from rash action. Considered the index sign of time domain and robustness of the system to unify at the same time. The good result is through certificated. Applied in the actual engineering by the inverted pendulum PD control parameter that based on the new SAGA acquires excellent results.
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
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信