Mixing prisoner's dilemma games on higher-order networks

被引:2
|
作者
Wang, Juan [1 ,2 ]
Nie, Jindong [1 ,2 ]
Guo, Shiqiang [1 ,2 ]
Ozer, Mahmut [3 ]
Xia, Chengyi [4 ]
Perc, Matjaz [5 ,6 ,7 ,8 ]
机构
[1] Tianjin Univ Technol, Tianjin Key Lab Control Theory & Complicated Ind S, Tianjin 300384, Peoples R China
[2] Tianjin Univ Technol, Sch Elect Engn & Automat, Tianjin 300384, Peoples R China
[3] Turkish Grand Natl Assembly, Natl Educ Culture Youth & Sports Commiss, Ankara, Turkiye
[4] Tiangong Univ, Sch Artificial Intelligence, Tianjin 300387, Peoples R China
[5] Univ Maribor, Fac Nat Sci & Math, Koroska Cesta 160, Maribor 2000, Slovenia
[6] Community Healthcare Ctr Dr Adolf Drolc Maribor, Community Healthcare Ctr Dr,Vosnjakova Ul 2, Maribor 2000, Slovenia
[7] Complex Sci Hub Vienna, Josefstadterstr 39, A-1080 Vienna, Austria
[8] Kyung Hee Univ, Dept Phys, 26 Kyungheedae Ro, Seoul, South Korea
基金
中国国家自然科学基金;
关键词
Two-person prisoner's dilemma; Multi-person prisoner's dilemma; Higher-order network; 2-simplex; Evolution of cooperation; COOPERATION; EMERGENCE; EVOLUTION;
D O I
10.1016/j.neucom.2024.128439
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The prisoner's dilemma game is a paradigmatic example of a plight situation in which different individuals vie for maximal payoffs. And it has been shown that interaction networks that host such individuals have an immense impact on individual strategy choices. In this paper, we advance this subject by mixing the two- person prisoner's dilemma and various multiplayer prisoner's dilemma games and explore the role of 2-order simplicial complexes on the evolutionary dynamics. In the studied model, the fraction of multiplayer prisoner's dilemma games on the network can be indirectly controlled by adjusting the ratio of 2-simplex complexes in the network. Through large-scale simulations, we show that by adjusting this ratio, the level of cooperation can be enhanced by a mechanism that is unique to higher-order networks. In particular, the strategic unity of the triangles in the network can foster the stability of cooperation and its spreading through enhanced network reciprocity. These results thus reveal benefits of higher-order interactions on cooperation that have thus far, on classical networks, been reserved only for games played in groups, such as the public goods game.
引用
收藏
页数:9
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