使用模糊逻辑方法优化企业供应商的选择

L. O. Murodian, O. V. Kuchkova, N. M. Chupryna, G. Ye. Dotsenko, V. V. Zhuravel, N. Yu. Naumenko, O. Sverdlikovska
{"title":"使用模糊逻辑方法优化企业供应商的选择","authors":"L. O. Murodian, O. V. Kuchkova, N. M. Chupryna, G. Ye. Dotsenko, V. V. Zhuravel, N. Yu. Naumenko, O. Sverdlikovska","doi":"10.15802/stp2023/287631","DOIUrl":null,"url":null,"abstract":"Purpose. The current state of Ukraine's economy dictates the requirements for optimizing the selection of a reliable supplier to ensure the stable operation of the enterprise. Therefore, the authors believe that one of the main conditions for the company's activity is the improvement of logistics links. The main purpose of the study is to optimize the selection of suppliers of raw materials and supplies based on a logistics approach. Methodology. The article analyzes the performance indicators of suppliers of raw materials in the meat processing industry of Ukraine. The methodology for building an integral indicator of supplier competitiveness is presented. The modeling of the integral indicator of assessing the competitiveness of a raw material supplier using a fuzzy logic approach is carried out. The study was carried out using the methods of analysis and synthesis to determine the criteria and parameters for selecting a supplier of raw materials in order to organize the movement of material flows of the enterprise. Findings. The study found that the search for a new supplier of raw materials and supplies requires strict adherence to the selection algorithm. One of the elements of the algorithm is a study of the supplier market, which should be carried out using competitiveness indicators. The article assesses the competitiveness of pork and chicken suppliers in the Ukrainian market. The list of optimal suppliers for the uninterrupted supply of raw materials to meat processing enterprises is determined. Originality. The paper proposes a methodological approach to a more detailed analysis of raw material suppliers to enterprises, which allows applying elements of fuzzy logic to optimize the supplier selection process, unify diverse performance indicators, and compare the competitiveness of suppliers both within Ukraine and abroad. Practical value. The article proposes a model procedure for assessing the level of competitiveness of optimal suppliers of raw materials and supplies. The basis is the model of an integral indicator of competitiveness, the components of which are aggregate indicators. The use of fuzzy logic methods made it possible to formalize the obtained diverse indicators of activity of suppliers of raw materials and systematize them on a single scale. This made the supplier assessment model universal and expanded the possibilities of its use for practical purposes.","PeriodicalId":338885,"journal":{"name":"Science and Transport Progress","volume":"35 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"The Use of Fuzzy Logic Methods to Optimize the Selection of Suppliers of the Enterprise\",\"authors\":\"L. O. Murodian, O. V. Kuchkova, N. M. Chupryna, G. Ye. Dotsenko, V. V. Zhuravel, N. Yu. Naumenko, O. Sverdlikovska\",\"doi\":\"10.15802/stp2023/287631\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Purpose. The current state of Ukraine's economy dictates the requirements for optimizing the selection of a reliable supplier to ensure the stable operation of the enterprise. Therefore, the authors believe that one of the main conditions for the company's activity is the improvement of logistics links. The main purpose of the study is to optimize the selection of suppliers of raw materials and supplies based on a logistics approach. Methodology. The article analyzes the performance indicators of suppliers of raw materials in the meat processing industry of Ukraine. The methodology for building an integral indicator of supplier competitiveness is presented. The modeling of the integral indicator of assessing the competitiveness of a raw material supplier using a fuzzy logic approach is carried out. The study was carried out using the methods of analysis and synthesis to determine the criteria and parameters for selecting a supplier of raw materials in order to organize the movement of material flows of the enterprise. Findings. The study found that the search for a new supplier of raw materials and supplies requires strict adherence to the selection algorithm. One of the elements of the algorithm is a study of the supplier market, which should be carried out using competitiveness indicators. The article assesses the competitiveness of pork and chicken suppliers in the Ukrainian market. The list of optimal suppliers for the uninterrupted supply of raw materials to meat processing enterprises is determined. Originality. The paper proposes a methodological approach to a more detailed analysis of raw material suppliers to enterprises, which allows applying elements of fuzzy logic to optimize the supplier selection process, unify diverse performance indicators, and compare the competitiveness of suppliers both within Ukraine and abroad. Practical value. The article proposes a model procedure for assessing the level of competitiveness of optimal suppliers of raw materials and supplies. The basis is the model of an integral indicator of competitiveness, the components of which are aggregate indicators. The use of fuzzy logic methods made it possible to formalize the obtained diverse indicators of activity of suppliers of raw materials and systematize them on a single scale. This made the supplier assessment model universal and expanded the possibilities of its use for practical purposes.\",\"PeriodicalId\":338885,\"journal\":{\"name\":\"Science and Transport Progress\",\"volume\":\"35 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-06-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Science and Transport Progress\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.15802/stp2023/287631\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Science and Transport Progress","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.15802/stp2023/287631","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

目的。乌克兰的经济现状决定了必须优化选择可靠的供应商,以确保企业的稳定运行。因此,作者认为公司活动的主要条件之一是改善物流环节。本研究的主要目的是根据物流方法优化原材料和供应品供应商的选择。研究方法。文章分析了乌克兰肉类加工业原材料供应商的绩效指标。文章介绍了建立供应商竞争力综合指标的方法。使用模糊逻辑方法对评估原材料供应商竞争力的综合指标进行建模。研究采用分析和综合的方法,以确定选择原材料供应商的标准和参数,从而组织企业的材料流动。研究结果。研究发现,寻找新的原材料和用品供应商需要严格遵守选择算法。该算法的要素之一是对供应商市场进行研究,研究应使用竞争力指标。本文评估了乌克兰市场上猪肉和鸡肉供应商的竞争力。确定了向肉类加工企业不间断供应原材料的最佳供应商名单。独创性。本文提出了一种对企业原材料供应商进行更详细分析的方法,该方法允许应用模糊逻辑元素来优化供应商选择过程,统一各种绩效指标,并对乌克兰国内外供应商的竞争力进行比较。实用价值。文章提出了评估原材料和供应品最佳供应商竞争力水平的模型程序。其基础是竞争力综合指标模型,其组成部分是综合指标。通过使用模糊逻辑方法,可以将所获得的原材料供应商活动的各种指标正规化,并将其系统化为一个单一的尺度。这使得供应商评估模型具有普遍性,并扩大了其实际应用的可能性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Use of Fuzzy Logic Methods to Optimize the Selection of Suppliers of the Enterprise
Purpose. The current state of Ukraine's economy dictates the requirements for optimizing the selection of a reliable supplier to ensure the stable operation of the enterprise. Therefore, the authors believe that one of the main conditions for the company's activity is the improvement of logistics links. The main purpose of the study is to optimize the selection of suppliers of raw materials and supplies based on a logistics approach. Methodology. The article analyzes the performance indicators of suppliers of raw materials in the meat processing industry of Ukraine. The methodology for building an integral indicator of supplier competitiveness is presented. The modeling of the integral indicator of assessing the competitiveness of a raw material supplier using a fuzzy logic approach is carried out. The study was carried out using the methods of analysis and synthesis to determine the criteria and parameters for selecting a supplier of raw materials in order to organize the movement of material flows of the enterprise. Findings. The study found that the search for a new supplier of raw materials and supplies requires strict adherence to the selection algorithm. One of the elements of the algorithm is a study of the supplier market, which should be carried out using competitiveness indicators. The article assesses the competitiveness of pork and chicken suppliers in the Ukrainian market. The list of optimal suppliers for the uninterrupted supply of raw materials to meat processing enterprises is determined. Originality. The paper proposes a methodological approach to a more detailed analysis of raw material suppliers to enterprises, which allows applying elements of fuzzy logic to optimize the supplier selection process, unify diverse performance indicators, and compare the competitiveness of suppliers both within Ukraine and abroad. Practical value. The article proposes a model procedure for assessing the level of competitiveness of optimal suppliers of raw materials and supplies. The basis is the model of an integral indicator of competitiveness, the components of which are aggregate indicators. The use of fuzzy logic methods made it possible to formalize the obtained diverse indicators of activity of suppliers of raw materials and systematize them on a single scale. This made the supplier assessment model universal and expanded the possibilities of its use for practical purposes.
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
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:604180095
Book学术官方微信