Agent-based modeling and simulation in architecture

被引:21
|
作者
Stieler, David [1 ]
Schwinn, Tobias [1 ,2 ]
Leder, Samuel [1 ,2 ]
Maierhofer, Mathias [1 ]
Kannenberg, Fabian [1 ,2 ]
Menges, Achim [1 ,2 ]
机构
[1] Univ Stuttgart, Inst Computat Design & Construct ICD, Keplerstr 11, D-70174 Stuttgart, Germany
[2] Univ Stuttgart, Cluster Excellence Integrat Computat Design & Cons, Stuttgart, Germany
关键词
Agent -based modeling and simulation; ABMS; Architecture; Review; Classification; Complex systems; Multi -agent systems; MAS; Construction; Design; BUILDING ENERGY; COLLABORATIVE DESIGN; COMFORT MANAGEMENT; MULTIAGENT SYSTEM; SELF-ORGANIZATION; FRAMEWORK; BEHAVIOR; INTELLIGENT; USER; CONSUMPTION;
D O I
10.1016/j.autcon.2022.104426
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Over the last two decades, the use of agent-based models (ABMs) to model and simulate the dynamics of complex systems has increased significantly among various scientific fields, including architecture. Based on a systematic literature review, this paper presents a classification for agent-based modeling and simulation (ABMS) in ar-chitecture based on the individual entities being modeled as agents. The classification is based on a reproducible search method capable of incorporating findings from different domain-specific databases to systematically retrieve relevant literature for ABMS in architecture. Subsequently, in each of the ABMs encountered in the selected literature, we identify what entity an agent in the model represents. Based on this identification, a comprehensive classification for ABMs in architecture is achieved. By describing each of the resulting categories, we provide new insights into the field of ABMS in architecture. Finally, we discuss limitations, as well as future trends and possibilities for ABMS in architecture.
引用
收藏
页数:21
相关论文
共 50 条
  • [41] Cognitive Modeling for Agent-Based Simulation of Child Maltreatment
    Hu, Xiaolin
    Puddy, Richard
    SOCIAL COMPUTING, BEHAVIORAL-CULTURAL MODELING AND PREDICTION, 2011, 6589 : 138 - +
  • [42] Agent-Based Simulation and Modeling of Retail Center Systems
    Zhu, Wei
    JOURNAL OF URBAN PLANNING AND DEVELOPMENT, 2016, 142 (01)
  • [43] Agent-Based Modeling and Simulation of Speciation and Ecosystem Diversity
    Drezewski, Rafal
    2018 INTERNATIONAL SYMPOSIUM ON ADVANCED INTELLIGENT INFORMATICS (SAIN), 2018, : 210 - 215
  • [44] Agent-based social modeling and simulation with fuzzy sets
    Hassan, Samer
    Garmendia, Luis
    Pavon, Juan
    INNOVATIONS IN HYBRID INTELLIGENT SYSTEMS, 2007, 44 : 40 - +
  • [45] AGENT-BASED MODELING AND SIMULATION OF AN ARTIFICIAL ECONOMY WITH REPAST
    Hakrama, Igli
    Frasheri, Neki
    INTERNATIONAL JOURNAL ON INFORMATION TECHNOLOGIES AND SECURITY, 2018, 10 (02): : 47 - 56
  • [46] Social Distancing and Behavior Modeling with Agent-Based Simulation
    Tang, Ming
    COMPUTER-AIDED ARCHITECTURAL DESIGN: DESIGN IMPERATIVES: THE FUTURE IS NOW, 2022, 1465 : 125 - 134
  • [47] Agent-Based Modeling and Simulation in Mathematics and Biology Education
    Erin N. Bodine
    Robert M. Panoff
    Eberhard O. Voit
    Anton E. Weisstein
    Bulletin of Mathematical Biology, 2020, 82
  • [48] Agent-based social simulation and modeling in social computing
    Li, Xiaochen
    Mao, Wenji
    Zeng, Daniel
    Wang, Fei-Yue
    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2008, 5075 : 401 - 412
  • [49] Optimization of Emergency Departments by Agent-Based Modeling and Simulation
    Cabrera, Eduardo
    Luque, Emilio
    Taboada, Manel
    Epelde, Francisco
    Luisa Iglesias, Ma
    2012 IEEE 13TH INTERNATIONAL CONFERENCE ON INFORMATION REUSE AND INTEGRATION (IRI), 2012, : 423 - 430
  • [50] Agent-based simulation modeling of primate sociality.
    Di Fiore, A.
    AMERICAN JOURNAL OF PHYSICAL ANTHROPOLOGY, 2009, : 118 - 119