基于自适应动态规划的多玩家零和博弈事件触发控制

Yongwei Zhang, Shunchao Zhang, Bo Zhao, Qiuye Wu, Derong Liu
{"title":"基于自适应动态规划的多玩家零和博弈事件触发控制","authors":"Yongwei Zhang, Shunchao Zhang, Bo Zhao, Qiuye Wu, Derong Liu","doi":"10.1109/IAI53119.2021.9619415","DOIUrl":null,"url":null,"abstract":"This paper investigates zero-sum game problems of nonlinear multi-player systems by using adaptive dynamic programming-based event-triggered control method. To begin with, a cost function which contains all the control inputs and the disturbance is designed. For the purpose of reducing the computation and communication burdens, a novel triggering condition which is suitable to multiple controllers is derived by using Lyapunov’s direct method. It is noticed that the control laws and the disturbance laws are updated when the triggering condition is violated only to save computational resources. Theoretical analysis shows that the developed triggering condition guarantees the uniform ultimate boundedness of the closed-loop system. Finally, simulation example is provided to validate the effectiveness of the developed method.","PeriodicalId":106675,"journal":{"name":"2021 3rd International Conference on Industrial Artificial Intelligence (IAI)","volume":"49 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Event-Triggered Control of Multi-Player Zero-Sum Games via Adaptive Dynamic Programming\",\"authors\":\"Yongwei Zhang, Shunchao Zhang, Bo Zhao, Qiuye Wu, Derong Liu\",\"doi\":\"10.1109/IAI53119.2021.9619415\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper investigates zero-sum game problems of nonlinear multi-player systems by using adaptive dynamic programming-based event-triggered control method. To begin with, a cost function which contains all the control inputs and the disturbance is designed. For the purpose of reducing the computation and communication burdens, a novel triggering condition which is suitable to multiple controllers is derived by using Lyapunov’s direct method. It is noticed that the control laws and the disturbance laws are updated when the triggering condition is violated only to save computational resources. Theoretical analysis shows that the developed triggering condition guarantees the uniform ultimate boundedness of the closed-loop system. Finally, simulation example is provided to validate the effectiveness of the developed method.\",\"PeriodicalId\":106675,\"journal\":{\"name\":\"2021 3rd International Conference on Industrial Artificial Intelligence (IAI)\",\"volume\":\"49 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-11-08\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 3rd International Conference on Industrial Artificial Intelligence (IAI)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/IAI53119.2021.9619415\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 3rd International Conference on Industrial Artificial Intelligence (IAI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IAI53119.2021.9619415","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

本文采用基于自适应动态规划的事件触发控制方法研究非线性多参与者系统的零和博弈问题。首先,设计一个包含所有控制输入和干扰的代价函数。为了减少计算量和通信负担,利用李亚普诺夫直接法推导了一种适用于多控制器的触发条件。注意,为了节省计算资源,在违反触发条件时更新控制律和扰动律。理论分析表明,所建立的触发条件保证了闭环系统的一致极限有界性。最后,通过仿真实例验证了所提方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Event-Triggered Control of Multi-Player Zero-Sum Games via Adaptive Dynamic Programming
This paper investigates zero-sum game problems of nonlinear multi-player systems by using adaptive dynamic programming-based event-triggered control method. To begin with, a cost function which contains all the control inputs and the disturbance is designed. For the purpose of reducing the computation and communication burdens, a novel triggering condition which is suitable to multiple controllers is derived by using Lyapunov’s direct method. It is noticed that the control laws and the disturbance laws are updated when the triggering condition is violated only to save computational resources. Theoretical analysis shows that the developed triggering condition guarantees the uniform ultimate boundedness of the closed-loop system. Finally, simulation example is provided to validate the effectiveness of the developed method.
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