Dynamic network approach to marriage/divorces problem

2014
book section
conference proceedings
2
dc.abstract.enWe 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.pl
dc.affiliationWydział Fizyki, Astronomii i Informatyki Stosowanej : Instytut Fizyki im. Mariana Smoluchowskiegopl
dc.conferenceEuropean Network Intelligence Conference ENIC 2014pl
dc.conference.cityWrocław
dc.conference.countryPolska
dc.conference.datefinish2014-09-30
dc.conference.datestart2014-09-29
dc.conference.indexscopustrue
dc.conference.indexwostrue
dc.contributor.authorJarynowski, Andrzej - 193475 pl
dc.contributor.authorNyczka, P.pl
dc.contributor.editorGuerrero, Juan E.pl
dc.date.accessioned2015-06-25T14:29:41Z
dc.date.available2015-06-25T14:29:41Z
dc.date.issued2014pl
dc.description.admin[AB] Jarynowski, Andrzejpl
dc.description.conftypeinternationalpl
dc.description.physical122-125pl
dc.description.publication0,5pl
dc.identifier.doi10.1109/ENIC.2014.24pl
dc.identifier.isbn978-1-4799-6914-2pl
dc.identifier.urihttp://ruj.uj.edu.pl/xmlui/handle/item/10391
dc.languageengpl
dc.language.containerengpl
dc.pubinfoHoboken : IEEE Computer Societypl
dc.rightsDodaję tylko opis bibliograficzny*
dc.rights.licencebez licencji
dc.rights.uri*
dc.subtypeConferenceProceedingspl
dc.titleDynamic network approach to marriage/divorces problempl
dc.title.containerProceedings 2014 European Network Intelligence Conference ENIC 2014, 29-30 September 2014, Wroclaw, Polandpl
dc.typeBookSectionpl
dspace.entity.typePublication
dc.abstract.enpl
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.
dc.affiliationpl
Wydział Fizyki, Astronomii i Informatyki Stosowanej : Instytut Fizyki im. Mariana Smoluchowskiego
dc.conferencepl
European Network Intelligence Conference ENIC 2014
dc.conference.city
Wrocław
dc.conference.country
Polska
dc.conference.datefinish
2014-09-30
dc.conference.datestart
2014-09-29
dc.conference.indexscopus
true
dc.conference.indexwos
true
dc.contributor.authorpl
Jarynowski, Andrzej - 193475
dc.contributor.authorpl
Nyczka, P.
dc.contributor.editorpl
Guerrero, Juan E.
dc.date.accessioned
2015-06-25T14:29:41Z
dc.date.available
2015-06-25T14:29:41Z
dc.date.issuedpl
2014
dc.description.adminpl
[AB] Jarynowski, Andrzej
dc.description.conftypepl
international
dc.description.physicalpl
122-125
dc.description.publicationpl
0,5
dc.identifier.doipl
10.1109/ENIC.2014.24
dc.identifier.isbnpl
978-1-4799-6914-2
dc.identifier.uri
http://ruj.uj.edu.pl/xmlui/handle/item/10391
dc.languagepl
eng
dc.language.containerpl
eng
dc.pubinfopl
Hoboken : IEEE Computer Society
dc.rights*
Dodaję tylko opis bibliograficzny
dc.rights.licence
bez licencji
dc.rights.uri*
dc.subtypepl
ConferenceProceedings
dc.titlepl
Dynamic network approach to marriage/divorces problem
dc.title.containerpl
Proceedings 2014 European Network Intelligence Conference ENIC 2014, 29-30 September 2014, Wroclaw, Poland
dc.typepl
BookSection
dspace.entity.type
Publication

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