计算机科学
组分(热力学)
依赖关系(UML)
依赖关系图
图形
透视图(图形)
建筑信息建模
过程(计算)
数据挖掘
理论计算机科学
算法
人工智能
数学优化
数学
物理
热力学
调度(生产过程)
操作系统
作者
Yuqing Hu,Daniel Castro‐Lacouture,Charles M. Eastman,Shamkant B. Navathe
出处
期刊:Journal of the Construction Division and Management
[American Society of Civil Engineers]
日期:2021-05-31
卷期号:147 (8)
被引量:15
标识
DOI:10.1061/(asce)co.1943-7862.0002092
摘要
Information technologies, such as building information modeling (BIM) significantly improve the clash detection process, but the clash resolution process is still time-consuming. Although some studies have devoted attention to this field, they rarely discuss the dependency relations between clashes, which impact clash resolution in practice. This paper proposes to adopt graph theory to capture clash dependency and harnesses the information embedded in BIM models. This provides decision support for clash resolution, specifically focusing on automatically generating a component change list to minimize potential change impacts. This paper maps this situation as a minimum weight vertex cover problem and discusses how to use component attributes to calculate vertex weights for approximating component change impact. Then, a branch and bound algorithm is designed to search for an optimal component change list. The paper tests the framework in two construction projects, and the results show the efficiency of the designed algorithm. The validity of the proposed method is further supported by comparing the list generated by the proposed method with actual project solutions.
科研通智能强力驱动
Strongly Powered by AbleSci AI