Analysis of the main approaches to modeling management processes for special-purpose organizational and technical systems

A. V. Melnikov, A. A. Karavaev, A. O. Zheleznyakov
{"title":"Analysis of the main approaches to modeling management processes for special-purpose organizational and technical systems","authors":"A. V. Melnikov, A. A. Karavaev, A. O. Zheleznyakov","doi":"10.21822/2073-6185-2024-51-1-153-165","DOIUrl":null,"url":null,"abstract":"Objective. In this paper, the main approaches to modeling the management processes of organizational and technical systems for special purposes are reviewed and analyzed, and their detailed comparative analysis is carried out. This circumstance will allow us to further develop methodological recommendations to improve the efficiency and validity of management decisions.Method. This work uses: formal models, structural models of objects, models under conditions of complete certainty, models under conditions of risk using a decision tree, models under conditions of uncertainty, mathematical programming models, quality models, efficiency models.Result. In the course of reviewing and analyzing the main approaches to modeling management processes for special-purpose organizational and technical systems, the following tasks were solved: a preliminary systematization of the available data on the features of the development of management decision-making models was carried out; a comparative analysis of these models was carried out, during which it was established that most of the developed models can only be applicable in certain subject areas, which significantly limits their universality; have a labor-intensive procedure for processing source data; turn out to be insufficiently adaptive to rapidly changing conditions.Conclusion. The considered approaches to modeling management processes for specialpurpose organizational and technical systems are a powerful tool for making informed and effective management decisions; they allow you to take into account many factors, conduct scenario analysis and optimize solutions, as well as use computers for more accurate and complex calculations.","PeriodicalId":202454,"journal":{"name":"Herald of Dagestan State Technical University. Technical Sciences","volume":" 24","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-04-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Herald of Dagestan State Technical University. Technical Sciences","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.21822/2073-6185-2024-51-1-153-165","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

Objective. In this paper, the main approaches to modeling the management processes of organizational and technical systems for special purposes are reviewed and analyzed, and their detailed comparative analysis is carried out. This circumstance will allow us to further develop methodological recommendations to improve the efficiency and validity of management decisions.Method. This work uses: formal models, structural models of objects, models under conditions of complete certainty, models under conditions of risk using a decision tree, models under conditions of uncertainty, mathematical programming models, quality models, efficiency models.Result. In the course of reviewing and analyzing the main approaches to modeling management processes for special-purpose organizational and technical systems, the following tasks were solved: a preliminary systematization of the available data on the features of the development of management decision-making models was carried out; a comparative analysis of these models was carried out, during which it was established that most of the developed models can only be applicable in certain subject areas, which significantly limits their universality; have a labor-intensive procedure for processing source data; turn out to be insufficiently adaptive to rapidly changing conditions.Conclusion. The considered approaches to modeling management processes for specialpurpose organizational and technical systems are a powerful tool for making informed and effective management decisions; they allow you to take into account many factors, conduct scenario analysis and optimize solutions, as well as use computers for more accurate and complex calculations.
特殊用途组织和技术系统管理流程建模主要方法分析
目的。本文回顾和分析了为特殊目的对组织和技术系统的管理过程进行建模的主要方法,并对其进行了详细的比较分析。在这种情况下,我们可以进一步提出方法建议,以提高管理决策的效率和有效性。这项工作使用:形式模型、对象结构模型、完全确定条件下的模型、使用决策树的风险条件下的模型、不确定条件下的模型、数学编程模型、质量模型、效率模型。在对特殊用途组织和技术系统管理过程建模的主要方法进行审查和分析的过程中,解 决了以下任务:对有关管理决策模型开发特点的现有数据进行了初步系统化;对这些模型进 行了比较分析,在分析过程中确定,大多数开发的模型只能适用于某些主题领域,这大大限 制了其普遍性;处理原始数据的程序耗费大量人力;对快速变化的条件适应性不足。所考虑的特殊用途组织和技术系统的管理过程建模方法是做出明智和有效管理决策的有力工具;它们允许您考虑许多因素,进行情景分析和优化解决方案,以及使用计算机进行更精确和更复杂的计算。
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:481959085
Book学术官方微信