解决教育机构业务流程管理中资源分配问题的算法

Azat Tashev, Zhanar Takenova, Mukaddas Arshidinova
{"title":"解决教育机构业务流程管理中资源分配问题的算法","authors":"Azat Tashev, Zhanar Takenova, Mukaddas Arshidinova","doi":"10.5815/ijmecs.2023.05.02","DOIUrl":null,"url":null,"abstract":"This article deals with the problem of optimal resources allocation in reference to the area that is currently relevant in the Republic of Kazakhstan, the educational system and management issues in educational organizations in rapidly changing economic and social conditions. A model for the optimal resources’ allocation in the management of business processes that exist in educational organizations has been developed using the example of one of the key business processes. Such research methods as search, survey, Fishbone diagrams and heuristic methods were used. A computational algorithm was developed and the testing results on the suggested example were presented. Comparative analysis shows that the developed computational algorithm based on the application of the linear programming method results in the optimal resources allocation in the considered business process. The analysis of existing methods reveals their limitations, particularly in dealing with dependent operations. The research findings and approaches have practical implications for improving the management system and enhancing the quality of business processes in educational organizations. The algorithms and models developed in this study can be applied not only to solve load distribution issues among teachers but also to address resource allocation problems in other areas of educational institutions.","PeriodicalId":36486,"journal":{"name":"International Journal of Modern Education and Computer Science","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2023-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Algorithms for Solving Problems of Resources Allocation in the Management of Business Processes in Educational Organizations\",\"authors\":\"Azat Tashev, Zhanar Takenova, Mukaddas Arshidinova\",\"doi\":\"10.5815/ijmecs.2023.05.02\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This article deals with the problem of optimal resources allocation in reference to the area that is currently relevant in the Republic of Kazakhstan, the educational system and management issues in educational organizations in rapidly changing economic and social conditions. A model for the optimal resources’ allocation in the management of business processes that exist in educational organizations has been developed using the example of one of the key business processes. Such research methods as search, survey, Fishbone diagrams and heuristic methods were used. A computational algorithm was developed and the testing results on the suggested example were presented. Comparative analysis shows that the developed computational algorithm based on the application of the linear programming method results in the optimal resources allocation in the considered business process. The analysis of existing methods reveals their limitations, particularly in dealing with dependent operations. The research findings and approaches have practical implications for improving the management system and enhancing the quality of business processes in educational organizations. The algorithms and models developed in this study can be applied not only to solve load distribution issues among teachers but also to address resource allocation problems in other areas of educational institutions.\",\"PeriodicalId\":36486,\"journal\":{\"name\":\"International Journal of Modern Education and Computer Science\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-10-08\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Modern Education and Computer Science\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.5815/ijmecs.2023.05.02\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"Social Sciences\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Modern Education and Computer Science","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.5815/ijmecs.2023.05.02","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"Social Sciences","Score":null,"Total":0}
引用次数: 0

摘要

本文讨论了在哈萨克斯坦共和国目前有关的领域、教育制度和教育组织在迅速变化的经济和社会条件下的管理问题方面的最佳资源分配问题。本文以其中一个关键业务流程为例,开发了一个用于教育组织中存在的业务流程管理中的最佳资源分配的模型。研究方法主要有搜索法、调查法、鱼骨图法、启发式法等。提出了一种计算算法,并给出了建议算例的测试结果。对比分析表明,所开发的基于线性规划方法的计算算法在考虑的业务流程中实现了资源的最优配置。对现有方法的分析揭示了它们的局限性,特别是在处理依赖操作方面。研究结果和方法对改善教育机构的管理体系和提高业务流程质量具有现实意义。本研究所建立的演算法与模型,不仅可用于解决教师之间的负荷分配问题,也可用于解决教育机构其他领域的资源分配问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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
Algorithms for Solving Problems of Resources Allocation in the Management of Business Processes in Educational Organizations
This article deals with the problem of optimal resources allocation in reference to the area that is currently relevant in the Republic of Kazakhstan, the educational system and management issues in educational organizations in rapidly changing economic and social conditions. A model for the optimal resources’ allocation in the management of business processes that exist in educational organizations has been developed using the example of one of the key business processes. Such research methods as search, survey, Fishbone diagrams and heuristic methods were used. A computational algorithm was developed and the testing results on the suggested example were presented. Comparative analysis shows that the developed computational algorithm based on the application of the linear programming method results in the optimal resources allocation in the considered business process. The analysis of existing methods reveals their limitations, particularly in dealing with dependent operations. The research findings and approaches have practical implications for improving the management system and enhancing the quality of business processes in educational organizations. The algorithms and models developed in this study can be applied not only to solve load distribution issues among teachers but also to address resource allocation problems in other areas of educational institutions.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
CiteScore
4.70
自引率
0.00%
发文量
29
期刊最新文献
Enhancing Algorithm and ProgrammingEducation through Collaborative BlendedLearning: A Problem-Based Approach for FirstYear Students Review the Prospects and Obstacles of AIEnhanced Learning Environments: The Role ofChatGPT in Education A Hybrid Method based on Rules and DeepLearning for Enhancing Single-Word and MultiWord Aspects Extraction from French Reviews Communicative Tasks as a Means of Developingthe Emotional Intelligence of Students Students’ Results Prediction Using MachineLearning Algorithms and Online Learning duringthe COVID-19 Pandemic
×
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