Optimal strategy for non-zero cost inhibiting in a stochastic microorganism flocculation model under environmental noise

IF 5.3 1区 数学 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS
Xiaojie Mu , Qimin Zhang
{"title":"Optimal strategy for non-zero cost inhibiting in a stochastic microorganism flocculation model under environmental noise","authors":"Xiaojie Mu ,&nbsp;Qimin Zhang","doi":"10.1016/j.chaos.2025.116306","DOIUrl":null,"url":null,"abstract":"<div><div>This study introduces a new stochastic microorganism flocculation model that takes into account saturated control and environmental noise, in which inhibitors are used as control variables. Due to the difficulty in deriving the optimal control through solving state equations and adjoint equations, this paper investigates a near-optimal control problem, aiming to effectively control the growth of harmful microorganisms and minimize the cost of inhibitor expenditure. Initially, we establish priori estimates for nutrients, harmful microorganisms, flocculating microorganisms, and microorganism flocculants in the stochastic system. Furthermore, by applying the Pontryagin stochastic maximum principle, we derive sufficient and necessary conditions for achieving near-optimality in our novel system. Our findings reveal that white noise has a significant impact on microorganisms, and harmful microorganisms with inhibitors decline at a faster rate than those without them. Finally, we use numerical simulation to illustrate our conclusions.</div></div>","PeriodicalId":9764,"journal":{"name":"Chaos Solitons & Fractals","volume":"195 ","pages":"Article 116306"},"PeriodicalIF":5.3000,"publicationDate":"2025-03-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Chaos Solitons & Fractals","FirstCategoryId":"100","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0960077925003194","RegionNum":1,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"MATHEMATICS, INTERDISCIPLINARY APPLICATIONS","Score":null,"Total":0}
引用次数: 0

Abstract

This study introduces a new stochastic microorganism flocculation model that takes into account saturated control and environmental noise, in which inhibitors are used as control variables. Due to the difficulty in deriving the optimal control through solving state equations and adjoint equations, this paper investigates a near-optimal control problem, aiming to effectively control the growth of harmful microorganisms and minimize the cost of inhibitor expenditure. Initially, we establish priori estimates for nutrients, harmful microorganisms, flocculating microorganisms, and microorganism flocculants in the stochastic system. Furthermore, by applying the Pontryagin stochastic maximum principle, we derive sufficient and necessary conditions for achieving near-optimality in our novel system. Our findings reveal that white noise has a significant impact on microorganisms, and harmful microorganisms with inhibitors decline at a faster rate than those without them. Finally, we use numerical simulation to illustrate our conclusions.
求助全文
约1分钟内获得全文 求助全文
来源期刊
Chaos Solitons & Fractals
Chaos Solitons & Fractals 物理-数学跨学科应用
CiteScore
13.20
自引率
10.30%
发文量
1087
审稿时长
9 months
期刊介绍: Chaos, Solitons & Fractals strives to establish itself as a premier journal in the interdisciplinary realm of Nonlinear Science, Non-equilibrium, and Complex Phenomena. It welcomes submissions covering a broad spectrum of topics within this field, including dynamics, non-equilibrium processes in physics, chemistry, and geophysics, complex matter and networks, mathematical models, computational biology, applications to quantum and mesoscopic phenomena, fluctuations and random processes, self-organization, and social phenomena.
×
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