Agent-based modeling and simulation in construction

被引:43
|
作者
Khodabandelu, Ali [1 ]
Park, JeeWoong [1 ]
机构
[1] Univ Nevada, Dept Civil & Environm Engn & Construct, 4505 S Maryland Pkwy, Las Vegas, NV 89154 USA
关键词
Agent-based modeling (ABM); Agent-based modeling and simulation (ABMS); Construction; Literature review; Quantitative review; Qualitative review; Bibliometric analysis; Content analysis; SUPPLY CHAIN; MULTIAGENT APPROACH; SAFETY PERFORMANCE; WASTE MANAGEMENT; SYSTEM DYNAMICS; EVACUATION; FRAMEWORK; BEHAVIOR; DESIGN; ENERGY;
D O I
10.1016/j.autcon.2021.103882
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Agent-based modeling (ABM) has gained popularity in construction research because of its unique system modeling features and recent advances in computing capabilities, leading to a significant growth in publication number on ABM construction research. To capture recent ABM development in construction research, this study conducts a three-step quantitative-qualitative review on 182 journal articles published between 2001 and 2020. Bibliometric and content analyses present metrics about publications, journals, and authors along with categorization of research studies. An integrated analysis combines the two preceding analyses to present an exhaustive discussion on research evolution and trends and identifies existing gaps and potential future research topics. The research can contribute to the body of knowledge from: 1) a theoretical perspective by further familiarizing researchers with ABM within the context of construction from a category-specific viewpoint; and 2) a practical perspective by reviewing industry-oriented studies and providing recommendations to raise their applicability in real construction.
引用
收藏
页数:26
相关论文
共 50 条
  • [1] Agent-based Modeling and Simulation in construction
    Sawhney, A
    Bashford, H
    Walsh, K
    Mulky, AR
    [J]. PROCEEDINGS OF THE 2003 WINTER SIMULATION CONFERENCE, VOLS 1 AND 2, 2003, : 1541 - 1547
  • [2] AGENT-BASED MODELING AND SIMULATION
    Macal, Charles M.
    North, Michael J.
    [J]. PROCEEDINGS OF THE 2009 WINTER SIMULATION CONFERENCE (WSC 2009 ), VOL 1-4, 2009, : 86 - +
  • [3] Agent-Based Modeling and Simulation
    Klugl, Franziska
    Bazzan, Ana L. C.
    [J]. AI MAGAZINE, 2012, 33 (03) : 29 - 40
  • [4] Simulation Modeling Efforts in the Construction Industry: Integrated Application of BIM and Agent-Based Modeling
    Kim, Kyudong
    Faust, Kasey M.
    Leite, Fernanda
    [J]. COMPUTING IN CIVIL ENGINEERING 2023-VISUALIZATION, INFORMATION MODELING, AND SIMULATION, 2024, : 509 - 516
  • [5] Agent-Based Modeling and Simulation in Archaeology
    Grow, Andre
    Flache, Andreas
    Wittek, Rafael
    [J]. JASSS-THE JOURNAL OF ARTIFICIAL SOCIETIES AND SOCIAL SIMULATION, 2015, 18 (02):
  • [6] Time modeling in agent-based simulation
    Taillandier, Patrick
    [J]. INFORMATION GEOGRAPHIQUE, 2015, 79 (02): : 65 - 78
  • [7] Agent-Based Modeling and Simulation (OR Essentials)
    Robertson, Duncan A.
    [J]. JASSS-THE JOURNAL OF ARTIFICIAL SOCIETIES AND SOCIAL SIMULATION, 2017, 20 (01):
  • [8] Agent-based modeling and simulation in architecture
    Stieler, David
    Schwinn, Tobias
    Leder, Samuel
    Maierhofer, Mathias
    Kannenberg, Fabian
    Menges, Achim
    [J]. AUTOMATION IN CONSTRUCTION, 2022, 141
  • [9] Agent-Based Modeling and Historical Simulation
    Gavin, Michael
    [J]. DIGITAL HUMANITIES QUARTERLY, 2014, 8 (04):
  • [10] Tutorial on agent-based modeling and simulation
    Macal, CM
    North, MJ
    [J]. PROCEEDINGS OF THE 2005 WINTER SIMULATION CONFERENCE, VOLS 1-4, 2005, : 2 - 15