Modeling and using intelligent multi-agent system in smart city: ontological approach

K. Tkachenko, O. Tkachenko, O. Tkachenko
{"title":"Modeling and using intelligent multi-agent system in smart city: ontological approach","authors":"K. Tkachenko, O. Tkachenko, O. Tkachenko","doi":"10.32703/2617-9059-2023-42-4","DOIUrl":null,"url":null,"abstract":"The article discusses the problems of using intelligent multi-agent systems in solving a set of problems in managing and planning processes in a modern city. The concept of constructing intelligent multi-agent systems in systems that support the concept of a Smart City based on ontological modeling is considered. The proposed approach makes it possible to build formalized ontological models and flexibly configure an intelligent multi-agent system to solve problems of coordinating the work of all services of a modern city. The transition from a city in the usual sense to a Smart City is extremely necessary due to the huge gap between the increased complexity of the political, social and economic environment of modern settlements and the already outdated administrative and technological infrastructure, unable to function effectively in the new conditions. The article shows the need to rethink the key elements and general concept of the Smart City. The definition of a Smart City as a multiagent intelligent system is presented. An ontological approach is described, which involves minimal interference in the work of city services, ensures smooth changes and can be carried out by several teams of specialists in parallel. Currently, the method is used by the authors in a project aimed at developing Smart City – a digital ecosystem of services that allows achieving a synergistic effect between various subsystems (transport, ecology, energy, urban design, etc.).","PeriodicalId":503906,"journal":{"name":"Collection of scientific works of the State University of Infrastructure and Technologies series \"Transport Systems and Technologies\"","volume":"105 5","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2023-12-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Collection of scientific works of the State University of Infrastructure and Technologies series \"Transport Systems and Technologies\"","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.32703/2617-9059-2023-42-4","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

The article discusses the problems of using intelligent multi-agent systems in solving a set of problems in managing and planning processes in a modern city. The concept of constructing intelligent multi-agent systems in systems that support the concept of a Smart City based on ontological modeling is considered. The proposed approach makes it possible to build formalized ontological models and flexibly configure an intelligent multi-agent system to solve problems of coordinating the work of all services of a modern city. The transition from a city in the usual sense to a Smart City is extremely necessary due to the huge gap between the increased complexity of the political, social and economic environment of modern settlements and the already outdated administrative and technological infrastructure, unable to function effectively in the new conditions. The article shows the need to rethink the key elements and general concept of the Smart City. The definition of a Smart City as a multiagent intelligent system is presented. An ontological approach is described, which involves minimal interference in the work of city services, ensures smooth changes and can be carried out by several teams of specialists in parallel. Currently, the method is used by the authors in a project aimed at developing Smart City – a digital ecosystem of services that allows achieving a synergistic effect between various subsystems (transport, ecology, energy, urban design, etc.).
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
智慧城市中智能多代理系统的建模与使用:本体论方法
文章讨论了使用智能多代理系统解决现代城市管理和规划过程中的一系列问题。文章考虑了在支持基于本体论建模的智慧城市概念的系统中构建智能多代理系统的概念。所提出的方法可以建立形式化的本体模型,并灵活配置智能多代理系统,以解决现代城市所有服务的协调工作问题。从通常意义上的城市向智能城市过渡是非常必要的,因为现代住区的政治、社会和经济环境日益复杂,而已经过时的行政和技术基础设施无法在新的条件下有效运作,两者之间存在巨大差距。文章指出,有必要重新思考智慧城市的关键要素和总体概念。文章将智慧城市定义为一个多代理智能系统。文章介绍了一种本体论方法,该方法对城市服务工作的干扰最小,可确保顺利变革,并可由多个专家团队并行执行。目前,作者在一个旨在开发智能城市的项目中使用了该方法--这是一个数字服务生态系统,可实现各子系统(交通、生态、能源、城市设计等)之间的协同效应。
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 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Modeling and using intelligent multi-agent system in smart city: ontological approach The theoretical basis of the choice of new locomotives for Ukraine in the post-war period Formation and management of safety culture in the railway industry: best practices and strategies Use of modified basalt fiber in transport construction Analysis of shunting locomotive operating modes when performing traction tasks
×
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