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Degree mixing in multilayer networks impedes the evolution of cooperationWang, Zhen, fizika ; Wang, Lin, fizik ; Perc, MatjažTraditionally, the evolution of cooperation has been studied on single, isolated networks. Yet a player, especially in human societies, will typically be a member of many different networks, and ... those networks will play different roles in the evolutionary process. Multilayer networks are therefore rapidly gaining on popularity as the more apt description of a networked society. With this motivation, we here consider two-layer scale-free networks with all possible combinations of degree mixing, wherein one network layer is used for the accumulation of payoffs and the other is used for strategy updating. We find that breaking the symmetry through assortative mixing in one layer and/or disassortative mixing in the other layer, as well as preserving the symmetry by means of assortative mixing in both layers, impedes the evolution of cooperation. We use degree-dependent distributions of strategies and cluster-size analysis to explain these results, which highlight the importance of hubs and the preservation of symmetry between multilayer networks for the successful resolution of social dilemmas.Vir: Physical review. E, Statistical, nonlinear, and soft matter physics. - ISSN 1539-3755 (Vol. 89, iss. 5, 2014, str. 052813-1-052813-8)Vrsta gradiva - članek, sestavni delLeto - 2014Jezik - angleškiCOBISS.SI-ID - 20578056
Avtor
Wang, Zhen, fizika |
Wang, Lin, fizik |
Perc, Matjaž
Teme
kooperacija |
sociološke mreže |
evolucijske igre |
kolektivni pojav |
samo-organizacija |
fazni prehodi |
recipročnost |
fizika socioloških sistemov |
cooperation |
social networks |
evolutionary games |
collective phenomena |
self-organization |
phase transitions |
reciprocity |
physics of social systems
vir: Physical review. E, Statistical, nonlinear, and soft matter physics. - ISSN 1539-3755 (Vol. 89, iss. 5, 2014, str. 052813-1-052813-8)
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Wang, Zhen, fizika | |
Wang, Lin, fizik | |
Perc, Matjaž | 23428 |
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