基于大数据背景的建筑工程重复性项目调度优化研究

Q3 Multidisciplinary
Lin Zhou, Yifei Li
{"title":"基于大数据背景的建筑工程重复性项目调度优化研究","authors":"Lin Zhou, Yifei Li","doi":"10.62227/as/74213","DOIUrl":null,"url":null,"abstract":"This paper proposes the use of LOB method for repetitive project scheduling solution, and the use of branch limit algorithm to optimize LOB resource allocation to provide the best resource distribution scheme for construction projects. The control process types are analyzed and the time parameters of the LOB method are calculated. Introduce the resource constraint problem of repetitive projects, establish the objective function, put forward the relevant constraints of LOB resource allocation, combine the branching strategy, limiting strategy and pruning strategy, and construct the resource allocation process of LOB scheduling based on the branching and limiting algorithm. Select the parameters number of processes ($n$), maximum employable amount of processes ( k j ), and deadline tightness ( θ ), and conduct random generation tests to compare the performance of different LOB scheduling methods. The LOB scheduling schedule problem is described in the context of a construction project example, and the LOB resource allocation problem is solved by the branch-and-bound algorithm to obtain the optimal resource allocation scheme. Calculate the duration of each process after transformation is 12, 23, 13, 17.1, 12, 12. And the end time of the last process is 44.3, which satisfies the contract duration.","PeriodicalId":55478,"journal":{"name":"Archives Des Sciences","volume":" 8","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-05-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Optimization Study of Construction Repetitive Project Scheduling Based on Big Data Background\",\"authors\":\"Lin Zhou, Yifei Li\",\"doi\":\"10.62227/as/74213\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper proposes the use of LOB method for repetitive project scheduling solution, and the use of branch limit algorithm to optimize LOB resource allocation to provide the best resource distribution scheme for construction projects. The control process types are analyzed and the time parameters of the LOB method are calculated. Introduce the resource constraint problem of repetitive projects, establish the objective function, put forward the relevant constraints of LOB resource allocation, combine the branching strategy, limiting strategy and pruning strategy, and construct the resource allocation process of LOB scheduling based on the branching and limiting algorithm. Select the parameters number of processes ($n$), maximum employable amount of processes ( k j ), and deadline tightness ( θ ), and conduct random generation tests to compare the performance of different LOB scheduling methods. The LOB scheduling schedule problem is described in the context of a construction project example, and the LOB resource allocation problem is solved by the branch-and-bound algorithm to obtain the optimal resource allocation scheme. Calculate the duration of each process after transformation is 12, 23, 13, 17.1, 12, 12. And the end time of the last process is 44.3, which satisfies the contract duration.\",\"PeriodicalId\":55478,\"journal\":{\"name\":\"Archives Des Sciences\",\"volume\":\" 8\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-05-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Archives Des Sciences\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.62227/as/74213\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"Multidisciplinary\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Archives Des Sciences","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.62227/as/74213","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"Multidisciplinary","Score":null,"Total":0}
引用次数: 0

摘要

本文提出了利用LOB法进行重复性工程调度的方案,并利用分支极限算法优化LOB资源配置,为建筑工程提供最佳资源分配方案。分析了控制过程类型,计算了 LOB 法的时间参数。引入重复性工程的资源约束问题,建立目标函数,提出LOB资源配置的相关约束条件,结合分支策略、限制策略和修剪策略,构建基于分支和限制算法的LOB调度资源配置流程。选择工序数($n$)、最大可使用工序量(k j)和截止日期紧密度(θ)等参数,并进行随机生成试验,比较不同 LOB 调度方法的性能。以一个建筑项目为例,对 LOB 调度计划问题进行描述,并通过分支-约束算法求解 LOB 资源分配问题,得到最优资源分配方案。计算变换后各工序的持续时间分别为 12、23、13、17.1、12、12。最后一个流程的结束时间为 44.3,满足合同工期要求。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimization Study of Construction Repetitive Project Scheduling Based on Big Data Background
This paper proposes the use of LOB method for repetitive project scheduling solution, and the use of branch limit algorithm to optimize LOB resource allocation to provide the best resource distribution scheme for construction projects. The control process types are analyzed and the time parameters of the LOB method are calculated. Introduce the resource constraint problem of repetitive projects, establish the objective function, put forward the relevant constraints of LOB resource allocation, combine the branching strategy, limiting strategy and pruning strategy, and construct the resource allocation process of LOB scheduling based on the branching and limiting algorithm. Select the parameters number of processes ($n$), maximum employable amount of processes ( k j ), and deadline tightness ( θ ), and conduct random generation tests to compare the performance of different LOB scheduling methods. The LOB scheduling schedule problem is described in the context of a construction project example, and the LOB resource allocation problem is solved by the branch-and-bound algorithm to obtain the optimal resource allocation scheme. Calculate the duration of each process after transformation is 12, 23, 13, 17.1, 12, 12. And the end time of the last process is 44.3, which satisfies the contract duration.
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
Archives Des Sciences
Archives Des Sciences 综合性期刊-综合性期刊
CiteScore
1.10
自引率
0.00%
发文量
0
审稿时长
1 months
期刊介绍: Archives des Sciences est un journal scientifique multidisciplinaire et international. Les articles sont soumis à un comité de lecture.
×
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