DocumentCode
189305
Title
Dynamic Network Approach to Marriage/Divorces Problem
Author
Jarynowski, Andrzej ; Nyczka, Piotr
Author_Institution
Smoluchowski Inst., Jagiellonian Univ., Cracow, Poland
fYear
2014
fDate
29-30 Sept. 2014
Firstpage
122
Lastpage
125
Abstract
We extend "stable marriage problem" studied via computer simulation (agent-based) from network perspective by dynamical generalization. We investigate how preferential or random attachment of individuals can affect simulation results such as: proportion of singles in society, number of divorces etc. We took into account attractiveness of individuals and its different types as well as personal taste. Current value of socio-economic pressure p (main model parameter) drives the dynamic of first marriage, remarriage or spontaneously marriage breaks up. Model reflects the behavior of the simplified heterosexual population (frequency of changing partners, the ratio of singles in society). Theoretical agent-based simulation (with populational approaches, e.g. Births and deaths) should be later supplemented by historical values of divorces/marriages in different countries of the world. Stable (constant) society was also implemented to show difference with "living" society. In this model, agents have attribute of attraction. Preferential attachment, known from network theory, was introduced, to mimic selection process. Additionally, totally random attachment (not attraction-depended) was also implemented for contrast.
Keywords
network theory (graphs); social sciences; agent-based simulation; attraction attribute; computer simulation; dynamic network approach; dynamical generalization; heterosexual population; marriage-divorces problem; network perspective; network theory; preferential attachment; socio-economic pressure; stable marriage problem; totally random attachment; Analytical models; Computational modeling; Europe; Mathematical model; Sociology; Statistics; agent-based modeling; complex networks; stabile marriage problem;
fLanguage
English
Publisher
ieee
Conference_Titel
Network Intelligence Conference (ENIC), 2014 European
Conference_Location
Wroclaw
Type
conf
DOI
10.1109/ENIC.2014.24
Filename
6984902
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