Towards an Agent-Based Simulation of Housing in Urban Beirut

被引:3
作者
Picascia, Stefano [1 ,2 ]
Yorke-Smith, Neil [3 ]
机构
[1] Manchester Metropolitan Univ, Ctr Policy Modelling, Manchester, Lancs, England
[2] Univ Siena, Lab Dati Econ Storici Terr, Siena, Italy
[3] Amer Univ Beirut, Olayan Sch Business, Beirut, Lebanon
来源
AGENT BASED MODELLING OF URBAN SYSTEMS, ABMUS 2016 | 2017年 / 10051卷
关键词
Urban simulation; Rent-gap theory; Migration; Agent-based modelling; Lebanon; NetLogo; MODEL;
D O I
10.1007/978-3-319-51957-9_1
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Advances in agent-based modelling have led to theoretically-grounded spatial agent models of urban dynamics, capturing the dynamics of population, property prices, and regeneration. We leverage our extant agent-based model founded on the rent-gap theory, as a lens to study the effect of sizeable refugee migration in an abstracted model of a densely-populated Mediterranean city. Our exploratory work provides the foundation for calibration with real data, and offers a step towards a tool for policy makers asking what-if questions about the urban environment in the context of migration.
引用
收藏
页码:3 / 20
页数:18
相关论文
共 32 条
[21]   Agent Based Exploration of Urban Economic Dynamics Under the Rent-Gap Hypotheses [J].
Picascia, Stefano ;
Edmonds, Bruce ;
Heppenstall, Alison .
MULTI-AGENT-BASED SIMULATION XV, 2015, 9002 :213-227
[22]   Toward a cognitive approach to urban dynamics [J].
Portugali, J .
ENVIRONMENT AND PLANNING B-PLANNING & DESIGN, 2004, 31 (04) :589-613
[23]  
Portugali J., 2011, COMPLEXITY COGNITION, P315, DOI [10.1007/978-3-642-19451-117, DOI 10.1007/978-3-642-19451-117]
[24]   DYNAMIC MODELS OF SEGREGATION [J].
SCHELLING, TC .
JOURNAL OF MATHEMATICAL SOCIOLOGY, 1971, 1 (02) :143-186
[25]   OpenSim: A framework for integrating agent-based models and simulation components [J].
Singh, Dhirendra ;
Padgham, Lin .
21ST EUROPEAN CONFERENCE ON ARTIFICIAL INTELLIGENCE (ECAI 2014), 2014, 263 :837-842
[27]  
Smith Neil., 1996, The New Urban Frontier: Gentrification and the Revanchist City
[28]  
Srour FJ, 2015, PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON AUTONOMOUS AGENTS & MULTIAGENT SYSTEMS (AAMAS'15), P1637
[29]  
Srour FJ, 2016, AAMAS'16: PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON AUTONOMOUS AGENTS & MULTIAGENT SYSTEMS, P786
[30]   Exploring the Historical Determinants of Urban Growth Patterns through Cellular Automata [J].
Stanilov, Kiril ;
Batty, Michael .
TRANSACTIONS IN GIS, 2011, 15 (03) :253-271