Robust control of predator-prey-hunter systems

J. Cockburn, Ken McLoud, J. Wagner
{"title":"Robust control of predator-prey-hunter systems","authors":"J. Cockburn, Ken McLoud, J. Wagner","doi":"10.1109/ACC.2011.5991093","DOIUrl":null,"url":null,"abstract":"We explore the use of robust control techniques to manage conflicting economic and ecological goals and constraints that naturally arise in many predator-prey-hunter systems. In particular, we focus on a general predator-prey-hunter system in which both the predator and prey may be harvested. Our goal is to design and test a controller that can maintain populations at prescribed target levels in the presence of uncertainty in the system dynamics and noisy measurements, while rejecting external disturbances. The dynamic equations of the model are based upon Brown et al. (2005, Marine Resource Economics), suitably modified for control systems design. Given this specification, we define a robust control problem and simulate its properties using the set of parameters for which performance of the closed-loop system is worst. One of the main advantages of using a robust control approach is that it provides deterministic tools for analysis of sensitivities and robustness to multiple uncertain parameters and affords the designer a framework to balance competing objectives. Simulations of the controlled system show promising results, with policy implications not only for managing existing predator-prey-hunter systems, but also for the planning of sustainable reintroduction efforts involving large, mammalian carnivores.","PeriodicalId":225201,"journal":{"name":"Proceedings of the 2011 American Control Conference","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2011-08-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 2011 American Control Conference","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ACC.2011.5991093","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 5

Abstract

We explore the use of robust control techniques to manage conflicting economic and ecological goals and constraints that naturally arise in many predator-prey-hunter systems. In particular, we focus on a general predator-prey-hunter system in which both the predator and prey may be harvested. Our goal is to design and test a controller that can maintain populations at prescribed target levels in the presence of uncertainty in the system dynamics and noisy measurements, while rejecting external disturbances. The dynamic equations of the model are based upon Brown et al. (2005, Marine Resource Economics), suitably modified for control systems design. Given this specification, we define a robust control problem and simulate its properties using the set of parameters for which performance of the closed-loop system is worst. One of the main advantages of using a robust control approach is that it provides deterministic tools for analysis of sensitivities and robustness to multiple uncertain parameters and affords the designer a framework to balance competing objectives. Simulations of the controlled system show promising results, with policy implications not only for managing existing predator-prey-hunter systems, but also for the planning of sustainable reintroduction efforts involving large, mammalian carnivores.
对捕食者-猎物-猎人系统的稳健控制
我们探索使用稳健的控制技术来管理在许多捕食者-猎物-猎人系统中自然出现的相互冲突的经济和生态目标和约束。我们特别关注一般的捕食者-猎物-猎人系统,在这个系统中,捕食者和猎物都可以被捕获。我们的目标是设计和测试一个控制器,该控制器可以在系统动力学和噪声测量中存在不确定性的情况下将种群保持在规定的目标水平,同时拒绝外部干扰。模型的动力学方程基于Brown等人(2005,海洋资源经济学),并对控制系统设计进行了适当修改。在此规范下,我们定义了一个鲁棒控制问题,并使用闭环系统性能最差的一组参数来模拟其特性。使用鲁棒控制方法的主要优点之一是,它为分析灵敏度和对多个不确定参数的鲁棒性提供了确定性工具,并为设计人员提供了平衡竞争目标的框架。控制系统的模拟显示出有希望的结果,不仅对管理现有的捕食者-猎物-猎人系统具有政策意义,而且对规划涉及大型哺乳动物食肉动物的可持续重新引入工作也具有政策意义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
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:604180095
Book学术官方微信