An economic agent-based model of coupled housing and land markets (CHALMS)

被引:94
作者
Magliocca, Nicholas [1 ]
Safirova, Elena [2 ]
McConnell, Virginia [1 ,2 ]
Walls, Margaret [2 ]
机构
[1] Univ Maryland Baltimore Cty, IGERT, Baltimore, MD 21250 USA
[2] Resources Future Inc, Washington, DC 20036 USA
基金
美国国家科学基金会;
关键词
Agent-based modeling; Land markets; Housing markets; Price expectations; Coupled markets; Housing density; OPEN SPACE; SIMULATION; COMPLEXITY; DESIGN; COVER;
D O I
10.1016/j.compenvurbsys.2011.01.002
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper describes a spatially disaggregated, economic agent-based model of urban land use, which is named for its innovative feature of coupled housing and land markets (CHALMS). The three types of agents consumer, farmer and developer all make decisions based on underlying economic principles, and heterogeneity of both individuals and the landscape is represented. CHALMS simulates the conversion of farmland to housing development over time, through the actions of the agents in the land and housing markets. Land and building structures in the housing bundle are treated explicitly, so the model can represent the effects of land and housing prices on housing density over time. We use CHALMS to simulate the dynamics of land-use changes as a representative suburban area grows. The presence of agent and landscape heterogeneity, stochastic processes, and path dependence require multiple model runs, and the expression of spatial dispersion of housing types, overall housing density, and land prices over time in terms of the most likely, or 'average', patterns. We find that CHALMS captures both the general tendency for diminishing population density at greater distances from the center city, and dispersed leapfrog patterns of development evident in most suburban areas of the US. (C) 2011 Elsevier Ltd. All rights reserved.
引用
收藏
页码:183 / 191
页数:9
相关论文
共 36 条
[1]  
Alonso W., 1964, LOCATION LAND USE GE
[2]  
Anas A., 1991, J HOUS ECON, V1, P2, DOI DOI 10.1016/S1051-1377(05)80023-3
[3]  
[Anonymous], 2001, 803 USDA EC RES SERV
[4]  
Arthur W.B., 1997, The Economy as a Complex Evolving System II
[5]  
Arthur WB, 2006, HANDB ECON, V13, P1551
[6]  
ARTHUR WB, 1994, AM ECON REV, V84, P406
[7]   The complexity of exchange [J].
Axtell, R .
ECONOMIC JOURNAL, 2005, 115 (504) :F193-F210
[8]  
Benenson I., 2004, Geosimulation-Automata-based modeling of urban phenomena
[9]   Path dependence and the validation of agent-based spatial models of land use [J].
Brown, DG ;
Page, S ;
Riolo, R ;
Zellner, M ;
Rand, W .
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2005, 19 (02) :153-174
[10]   THE ECONOMICS OF URBAN SPRAWL - THEORY AND EVIDENCE ON THE SPATIAL SIZES OF CITIES [J].
BRUECKNER, JK ;
FANSLER, DA .
REVIEW OF ECONOMICS AND STATISTICS, 1983, 65 (03) :479-482