USING MARKOV-CHAINS TO MODEL HUMAN MIGRATION IN A NETWORK EQUILIBRIUM FRAMEWORK

被引:17
作者
PAN, J [1 ]
NAGURNEY, A [1 ]
机构
[1] UNIV MASSACHUSETTS,SCH MANAGEMENT,AMHERST,MA 01003
基金
美国国家科学基金会;
关键词
MIGRATION; NETWORKS; MARKOV CHAINS; ECONOMIC EQUILIBRIUM; VARIATIONAL INEQUALITIES; POPULATION DYNAMICS;
D O I
10.1016/0895-7177(94)90014-0
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In this paper, we develop a multistage network equilibrium model of human migration. The model provides a general framework for describing the dynamics of populations, and takes advantage of the special network structure of the problem. Unlike earlier network equilibrium models of migration, the model allows for chain migration in that humans can move from location to location in a ''chaining'' fashion, which is more realistic from an application perspective, than simply allowing for migration from a given origin to a direct destination in a single step. For the purpose of modeling and analysis, we utilize finite state nonhomogeneous Markov chains to handle the migration. A stable population distribution is then shown to exist under certain assumptions.
引用
收藏
页码:31 / 39
页数:9
相关论文
共 12 条
[1]  
Bartholomew DJ., 1967, STOCHASTIC MODELS SO
[2]  
Blumen I., 1955, IND MOBILITY LABOR P
[3]   FORMULAS FOR PROJECTING ENROLMENTS AND DEGREES AWARDED IN UNIVERSITIES [J].
GANI, J .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-GENERAL, 1963, 126 (03) :400-409
[4]  
Henry NW, 1971, J MATH SOCIOL, V1, P107, DOI [10.1080/0022250X.1971.9989790, DOI 10.1080/0022250X.1971.9989790]
[5]  
Hunter JJ., 1983, DISCRETE TIME MODELS, V2
[6]  
Isaacson DL, 1976, MARKOV CHAINS THEORY
[7]   A MATHEMATICAL-MODEL OF CONSUMER-BEHAVIOR [J].
LIPSTEIN, B .
JOURNAL OF MARKETING RESEARCH, 1965, 2 (03) :259-265
[8]   STOCHASTIC MODEL OF SOCIAL MOBILITY [J].
MCGINNIS, R .
AMERICAN SOCIOLOGICAL REVIEW, 1968, 33 (05) :712-722
[9]   A NETWORK MODEL OF MIGRATION EQUILIBRIUM WITH MOVEMENT COSTS [J].
NAGURNEY, A .
MATHEMATICAL AND COMPUTER MODELLING, 1990, 13 (05) :79-88
[10]   MIGRATION EQUILIBRIUM AND VARIATIONAL-INEQUALITIES [J].
NAGURNEY, A .
ECONOMICS LETTERS, 1989, 31 (01) :109-112