Task Assignment Optimization with the Use of PESBAT Linear Programming Tool

Uladzislau Yanch, Ł. Wiechetek
{"title":"Task Assignment Optimization with the Use of PESBAT Linear Programming Tool","authors":"Uladzislau Yanch, Ł. Wiechetek","doi":"10.17951/H.2018.52.2.185-198","DOIUrl":null,"url":null,"abstract":"The article presents task assignment problem and the role that modern linear programming tools may play in its solving. Task assignment problem is a case of the assignment problem, which is one of the fundamental combinatorial optimization problems. Its specific formulations can be found in logistics (e.g. driver assignment problem), computer science (e.g. memory management) and other fields of science and business. Various methods and algorithms have been created or adapted to solve the assignment problem, and modern linear programming and optimization tools like Microsoft Excel Solver, which contain implementations of these algorithms, provide a possibility to solve diverse cases of the assignment problem with minimum effort and time. The article addresses widely known task assignment problem in business, its sources and ways of solving or reducing its negative impact on business processes effectiveness. The paper contains also a general overview of modern linear programming tools that can be used for task assignment and describes Microsoft Excel Solver Add-in as a tool for business process optimization. The main part of the article is a presentation of VBA based optimization tool called PESBAT developed by the authors and the case of task assignment process optimization in the enterprise that offers photoanalytical services. Pilot use of a PESBAT tool showed that it allows reducing the time needed for task assignment, gives more balanced workload for employees but also indicated the optimization possibilities of other areas of described company, like route optimization and reports preparation.","PeriodicalId":167726,"journal":{"name":"Annales Universitatis Mariae Curie-Skłodowska, sectio H, Oeconomia","volume":"40 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-07-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Annales Universitatis Mariae Curie-Skłodowska, sectio H, Oeconomia","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.17951/H.2018.52.2.185-198","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

The article presents task assignment problem and the role that modern linear programming tools may play in its solving. Task assignment problem is a case of the assignment problem, which is one of the fundamental combinatorial optimization problems. Its specific formulations can be found in logistics (e.g. driver assignment problem), computer science (e.g. memory management) and other fields of science and business. Various methods and algorithms have been created or adapted to solve the assignment problem, and modern linear programming and optimization tools like Microsoft Excel Solver, which contain implementations of these algorithms, provide a possibility to solve diverse cases of the assignment problem with minimum effort and time. The article addresses widely known task assignment problem in business, its sources and ways of solving or reducing its negative impact on business processes effectiveness. The paper contains also a general overview of modern linear programming tools that can be used for task assignment and describes Microsoft Excel Solver Add-in as a tool for business process optimization. The main part of the article is a presentation of VBA based optimization tool called PESBAT developed by the authors and the case of task assignment process optimization in the enterprise that offers photoanalytical services. Pilot use of a PESBAT tool showed that it allows reducing the time needed for task assignment, gives more balanced workload for employees but also indicated the optimization possibilities of other areas of described company, like route optimization and reports preparation.
利用PESBAT线性规划工具优化任务分配
本文介绍了任务分配问题以及现代线性规划工具在解决任务分配问题中可能发挥的作用。任务分配问题是分配问题的一种,是最基本的组合优化问题之一。它的具体公式可以在物流(如司机分配问题),计算机科学(如内存管理)和其他科学和商业领域中找到。各种方法和算法已经被创建或调整来解决分配问题,现代线性规划和优化工具,如Microsoft Excel Solver,包含这些算法的实现,提供了以最小的努力和时间解决分配问题的各种情况的可能性。本文讨论了业务中众所周知的任务分配问题,其来源以及解决或减少其对业务流程有效性的负面影响的方法。本文还包含了现代线性规划工具的一般概述,可用于任务分配,并描述了Microsoft Excel Solver插件作为业务流程优化的工具。本文的主要部分是介绍作者开发的基于VBA的优化工具PESBAT,以及在提供光分析服务的企业中进行任务分配过程优化的案例。PESBAT工具的试点使用表明,它可以减少任务分配所需的时间,为员工提供更平衡的工作量,但也表明了所述公司其他领域的优化可能性,如路线优化和报告准备。
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:604180095
Book学术官方微信