INTERACTION METRIC OF EMERGENT BEHAVIORS IN AGENT-BASED SIMULATION

被引:0
|
作者
Chan, Wai Kin Victor [1 ]
机构
[1] Rensselaer Polytech Inst, Dept Ind & Syst Engn, Troy, NY 12180 USA
关键词
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Agent-based simulation (ABS) has been a popular tool in various science and engineering domains. Simulating emergent behavior is one main usage of ABS. This paper investigates the use of interaction statistics as a metric for detecting emergent behaviors from ABS. An emergent behavior arises if this interaction metric deviates from normality.
引用
收藏
页码:357 / 368
页数:12
相关论文
共 50 条
  • [1] AGENT-BASED SIMULATION TUTORIAL - SIMULATION OF EMERGENT BEHAVIOR AND DIFFERENCES BETWEEN AGENT-BASED SIMULATION AND DISCRETE-EVENT SIMULATION
    Chan, Wai Kin Victor
    Son, Young-Jun
    Macal, Charles M.
    PROCEEDINGS OF THE 2010 WINTER SIMULATION CONFERENCE, 2010, : 135 - 150
  • [2] Efficient Computation of Emergent Equilibrium in Agent-Based Simulation
    Hu, Zehong
    Sha, Meng
    Jarrah, Moath
    Zhang, Jie
    Xi, Hui
    THIRTIETH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, 2016, : 2501 - 2508
  • [3] IDENTIFYING CORRELATES OF EMERGENT BEHAVIORS IN AGENT-BASED SIMULATION MODELS USING INVERSE REINFORCEMENT LEARNING
    Dadgostari, Faraz
    Swarup, Samarth
    Adams, Stephen
    Beling, Peter
    Mortveit, Henning S.
    2022 WINTER SIMULATION CONFERENCE (WSC), 2022, : 322 - 333
  • [4] Agent-based modeling and simulation of emergent behavior in air transportation
    Bouarfa, Soufiane
    Blom, Henk A. P.
    Curran, Richard
    Everdij, Mariken H. C.
    COMPLEX ADAPTIVE SYSTEMS MODELING, 2013, 1
  • [5] Scalable agent-based simulation - Distributed simulation of agent-based models
    Pawlaszczyk D.
    KI - Künstliche Intelligenz, 2010, 24 (2) : 161 - 163
  • [6] A Framework for Simulating Emergent Health Behaviors in Spatial Agent-Based Models of Disease Spread
    Von Hoene, Emma
    Roess, Amira
    Achuthan, Shivani
    Anderson, Taylor
    PROCEEDINGS OF THE 6TH ACM SIGSPATIAL INTERNATIONAL WORKSHOP ON GEOSPATIAL SIMULATION, GEOSIM 2023, 2023, : 1 - 9
  • [7] Agent-based simulation of affordance-based human behaviors in emergency evacuation
    Joo, Jaekoo
    Kim, Namhun
    Wysk, Richard A.
    Rothrock, Ling
    Son, Young-Jun
    Oh, Yeong-gwang
    Lee, Seungho
    SIMULATION MODELLING PRACTICE AND THEORY, 2013, 32 : 99 - 115
  • [8] EMERGENT COMPLEXITY IN AGENT-BASED COMPUTATIONAL ECONOMICS
    Chen, Shu-Heng
    Wang, Shu G.
    JOURNAL OF ECONOMIC SURVEYS, 2011, 25 (03) : 527 - 546
  • [9] Affordance-Based Interaction Design for Agent-Based Simulation Models
    Kluegl, Franziska
    MULTI-AGENT SYSTEMS (EUMAS 2014), 2015, 8953 : 51 - 66
  • [10] Agent-based modeling and simulation of the decision behaviors of e-retailers
    Jiang, Guoyin
    Liu, Shan
    Liu, Wenping
    Xu, Yan
    INDUSTRIAL MANAGEMENT & DATA SYSTEMS, 2018, 118 (05) : 1094 - 1113