• 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