Application of fuzzy evolutionary methods for the development of dual-education projects

Svitlana Kozyr, Valentina Molokanova
{"title":"Application of fuzzy evolutionary methods for the development of dual-education projects","authors":"Svitlana Kozyr, Valentina Molokanova","doi":"10.15276/hait.05.2022.24","DOIUrl":null,"url":null,"abstract":"The article aims to present a method of specialties cases management based on models of system evolution within the frame-work of a pilot projectin institutions of professional pre-higher and higher education of Ukraine for the training of specialists in the dual form of education. The obtained data allowed determining that the methodology of project management can be successfully implemented in Ukrainian dual education. However, the Ukrainian system of dual education still lacks many elements, and some of them cannot be reproduced in the national environment, because the student himself can choose a form of education. The article pre-sents a simulation of the dual education system evolution in a specific specialty in the form of a multicriterial optimization problem. Well-known McKinsey model is adapted to determine the variant of the strategy for managing the dual education system. With the help ofsuch model, the specialties of the educational institution were ranked as candidates for investment according to the criterion of future profit. The trajectory of the specialty evolution has been developed by means of the method for assessing of qualitative factors, such as the attractiveness of the labor market and the competitive status of the educational institution. The inclusion of the specialty evolution trajectory in the integral criteria of the McKinsey model, made it possible to not onlyestablisha competitive sta-tus for the current period, but also extrapolate it without significant changes to the entire strategic period to predict the competitive status of a particular specialty. It is proposed to apply a decision support system based on the useof an apparatus of fuzzy sets and fuzzy logic to formalize decision-making in an intelligent system. The using of the fuzzy logic apparatus made it possible to adjust and clarify the strategic positions of each business unit of the dual education project portfolio. Thus, a significant practical effect was obtained, since the using of this fuzzy system allows to quickly assessingthe forecast positions of dual education projects, to evaluate the future competitive status of the educational product and the management strategy of this project","PeriodicalId":375628,"journal":{"name":"Herald of Advanced Information Technology","volume":"54 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-12-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Herald of Advanced Information Technology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.15276/hait.05.2022.24","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 aims to present a method of specialties cases management based on models of system evolution within the frame-work of a pilot projectin institutions of professional pre-higher and higher education of Ukraine for the training of specialists in the dual form of education. The obtained data allowed determining that the methodology of project management can be successfully implemented in Ukrainian dual education. However, the Ukrainian system of dual education still lacks many elements, and some of them cannot be reproduced in the national environment, because the student himself can choose a form of education. The article pre-sents a simulation of the dual education system evolution in a specific specialty in the form of a multicriterial optimization problem. Well-known McKinsey model is adapted to determine the variant of the strategy for managing the dual education system. With the help ofsuch model, the specialties of the educational institution were ranked as candidates for investment according to the criterion of future profit. The trajectory of the specialty evolution has been developed by means of the method for assessing of qualitative factors, such as the attractiveness of the labor market and the competitive status of the educational institution. The inclusion of the specialty evolution trajectory in the integral criteria of the McKinsey model, made it possible to not onlyestablisha competitive sta-tus for the current period, but also extrapolate it without significant changes to the entire strategic period to predict the competitive status of a particular specialty. It is proposed to apply a decision support system based on the useof an apparatus of fuzzy sets and fuzzy logic to formalize decision-making in an intelligent system. The using of the fuzzy logic apparatus made it possible to adjust and clarify the strategic positions of each business unit of the dual education project portfolio. Thus, a significant practical effect was obtained, since the using of this fuzzy system allows to quickly assessingthe forecast positions of dual education projects, to evaluate the future competitive status of the educational product and the management strategy of this project
模糊进化方法在双教项目开发中的应用
本文旨在提出一种基于系统演变模型的专业案例管理方法,该方法是在乌克兰专业预科和高等教育试点项目机构的框架内进行的,用于培训双重形式的教育专家。所获得的数据可以确定项目管理方法可以在乌克兰双重教育中成功实施。然而,乌克兰的二元教育体系仍然缺少很多元素,其中一些元素无法在国家环境中复制,因为学生自己可以选择一种教育形式。本文以多准则优化问题的形式,模拟了某一特定专业双元制教育体系的演变过程。采用著名的麦肯锡模型,确定双元制教育管理策略的变体。在该模型的帮助下,根据未来利润的标准,将教育机构的专业列为投资候选者。通过对定性因素的评估,如劳动力市场的吸引力和教育机构的竞争地位,来发展专业演变的轨迹。将专业发展轨迹纳入麦肯锡模型的整体标准,不仅可以建立当前时期的竞争状态,还可以在整个战略时期不发生重大变化的情况下进行外推,以预测特定专业的竞争状态。提出了一种基于模糊集和模糊逻辑的决策支持系统来形式化智能系统中的决策。模糊逻辑装置的使用使双元教育项目组合中各业务单元的战略定位得以调整和明确。应用该模糊系统可以快速评估双元教育项目的预测位置,评估教育产品未来的竞争地位和项目的管理策略,取得了显著的实际效果
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