Crowd modeling and simulation - The role of multi-agent simulation in design support systems

被引：3

作者：

Bandini, Stefania ^{[1
]}

Manzoni, Sara ^{[1
]}

Vizzari, Giuseppe ^{[1
,2
]}

机构：

[1] Univ Milan, Dept Informat Syst & Commun, Lab Artificial Intelligence, I-20122 Milan, Italy

[2] Univ Milano Bicocca, NOMADIS Lab, I-20122 Milan, Italy

来源：

INNOVATIONS IN DESIGN & DECISION SUPPORT SYSTEMS IN ARCHITECTURE AND URBAN PLANNING | 2006年

关键词：

artificial intelligence; agent technology; simulation;

D O I：

10.1007/978-1-4020-5060-2_7

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

The paper presents a Multi Agent Systems (MAS) approach to crowd modelling, based on the Situated Cellular Agents (SCA) model. This is a special class of Multilayered Multi Agent Situated System (MMASS), a model providing an explicit representation of the environment which has a relevant role in supplying agents a context allowing them to act and interact (among themselves and with the environment). The paper will briefly introduce the model and a methodology for the analysis of a crowd scenario and the design of SCA based crowd simulations. The adoption of this kind of system allows evaluating an architectural design with reference to the behaviour of pedestrian that will act in it, given a behavioural specification for these entities. The system is also able to produce a realistic visualization of the simulation, in order to facilitate communication with involved actors (e.g. in case of participatory decisions).

引用

页码：105 / +

页数：3

共 50 条

[1] Modeling Crowd Dynamics In A Multi-Agent Based Evacuation Simulation System
Tundrea, Adrian-Costin
[J]. 2019 22ND INTERNATIONAL CONFERENCE ON CONTROL SYSTEMS AND COMPUTER SCIENCE (CSCS), 2019, : 569 - 574
[2] MODELING, SIMULATION, AND CHARACTERIZATION OF DISTRIBUTED MULTI-AGENT SYSTEMS
Young, Reed F.
Garg, Devendra P.
[J]. IMCIC'11: THE 2ND INTERNATIONAL MULTI-CONFERENCE ON COMPLEXITY, INFORMATICS AND CYBERNETICS, VOL I, 2011, : 179 - 184
[3] Multi-agent Crowd Simulation in an Active Shooter Environment
Sharma, Sharad
Ali, Syed
[J]. VIRTUAL, AUGMENTED AND MIXED REALITY: APPLICATIONS IN EDUCATION, AVIATION AND INDUSTRY, PT II, 2022, 13318 : 108 - 120
[4] MAGS project: Multi-agent GeoSimulation and crowd simulation
Moulin, B
Chaker, W
Perron, J
Pelletier, P
Hogan, J
Gbei, E
[J]. SPATIAL INFORMATION THEORY, PROCEEDINGS: FOUNDATIONS OF GEOGRAPHIC INFORMATION SCIENCE, 2003, 2825 : 151 - 168
[5] Modeling and Simulation of Web-of-Things Systems as Multi-Agent Systems
Diaconescu, Ion Mircea
Wagner, Gerd
[J]. MULTIAGENT SYSTEM TECHNOLOGIES, MATES 2015, 2015, 9433 : 137 - 153
[6] MODELING AND SIMULATION OF MULTI-AGENT SYSTEMS: PRINCIPLE INFLUENCE/REACTION
Bouha, Najia
[J]. 2014 THIRD IEEE INTERNATIONAL COLLOQUIUM IN INFORMATION SCIENCE AND TECHNOLOGY (CIST'14), 2014, : 180 - 187
[7] Multi-agent approach to modeling and simulation of urban transportation systems
Gruer, P
Hilaire, V
Koukam, A
[J]. 2001 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS, VOLS 1-5: E-SYSTEMS AND E-MAN FOR CYBERNETICS IN CYBERSPACE, 2002, : 2499 - 2504
[8] Behavior modeling based on multi-agent and multi-agent simulation environment
Yin, QJ
Du, XY
Huang, K
[J]. SYSTEM SIMULATION AND SCIENTIFIC COMPUTING, VOLS 1 AND 2, PROCEEDINGS, 2005, : 1531 - 1536
[9] Application of simulation in multi-agent systems
Brighenti, A
Dore, A
Senior, CJD
Laengle, T
Albert, M
[J]. MULTI-AGENT-SYSTEMS IN PRODUCTION, 2000, : 231 - 237
[10] A Platform for the Design, Simulation and Development of Quadcopter Multi-Agent Systems
Veloso, Ruben
Kokkinogenis, Zafeiris
Passos, Lucio S.
Oliveira, Gustavo
Rossetti, Rosaldo J. F.
Gabriel, Joaquim
[J]. PROCEEDINGS OF THE 2014 9TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES (CISTI 2014), 2014,

← 1 2 3 4 5 →