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Exploring the inducement for social dilemma and cooperation promotion mechanisms in structured populations

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  • Liu, Siyuan
  • Zhang, Chunyan
  • Li, Kun
  • Zhang, Jianlei

Abstract

Investigating and addressing the issue of social dilemma is a continuing concern within the subject of behavioral sciences and collective cooperation. The research to date has mostly focused on outside control methods dealing with the existing dilemma rather than exploring the reason resulting in that inside. This work probes into the inherent inducement for cooperation dilemma. We construct a gaming environment in which thousands of random memory-one strategies interact with each other on different complex topologies and record dominant strategies winning out from self-organized evolution. After clustering and analyzing evolutionary results, we find that the randomness and heterogeneity of population structure will strengthen the fitness of defectors. Besides, the cooperative willingness of individuals in betrayal situation has a decisive impact on the cooperation level of groups at equilibrium state. Further, we present two innovative treatments, enforcement and punishment mechanisms, to promote collective cooperation. The promoting effect is checked on various spatially networked topologies in the iterated prisoner's dilemma game. Simulation results indicate that irrespective of the underlying interaction network, the introduced promotion mechanisms are universally effective in subduing the evolutionary advantage of defectors, which favors the emergence and sustainability of cooperative behaviors. Our novel conclusions may provide some new perspectives for enhancing cooperation and elevating social welfare within biological systems and human societies.

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  • Liu, Siyuan & Zhang, Chunyan & Li, Kun & Zhang, Jianlei, 2022. "Exploring the inducement for social dilemma and cooperation promotion mechanisms in structured populations," Chaos, Solitons & Fractals, Elsevier, vol. 157(C).
    • Handle: RePEc:eee:chsofr:v:157:y:2022:i:c:s0960077922001837
    DOI: 10.1016/j.chaos.2022.111973
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    1. Wang, Bin & Kang, Wenjun & Sheng, Jinfang & Cheng, Lvhang & Hou, Zhengang, 2021. "Effects of trust-driven updating rule based on reputation in spatial prisoner’s dilemma games," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 579(C).
    2. Hu, Kaipeng & Guo, Hao & Geng, Yini & Shi, Lei, 2019. "The effect of conformity on the evolution of cooperation in multigame," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 516(C), pages 267-272.
    3. Jianxi Gao & Baruch Barzel & Albert-László Barabási, 2016. "Erratum: Universal resilience patterns in complex networks," Nature, Nature, vol. 536(7615), pages 238-238, August.
    4. Li, Gang & Sun, Xiaochen, 2021. "Evolutionary game on a growing multilayer network," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 578(C).
    5. Jianxi Gao & Baruch Barzel & Albert-László Barabási, 2016. "Universal resilience patterns in complex networks," Nature, Nature, vol. 530(7590), pages 307-312, February.
    6. Deng, Xinyang & Zhang, Zhipeng & Deng, Yong & Liu, Qi & Chang, Shuhua, 2016. "Self-adaptive win-stay-lose-shift reference selection mechanism promotes cooperation on a square lattice," Applied Mathematics and Computation, Elsevier, vol. 284(C), pages 322-331.
    7. Wettergren, Thomas A., 2021. "Replicator dynamics of an N-player snowdrift game with delayed payoffs," Applied Mathematics and Computation, Elsevier, vol. 404(C).
    8. Wang, Qiuling & Jia, Danyang, 2019. "Expectation driven by update willingness promotes cooperation in the spatial prisoner's dilemma game," Applied Mathematics and Computation, Elsevier, vol. 352(C), pages 174-179.
    9. Engel, Janina & Pagano, Andrea & Scherer, Matthias, 2019. "Reconstructing the topology of financial networks from degree distributions and reciprocity," Journal of Multivariate Analysis, Elsevier, vol. 172(C), pages 210-222.
    10. Sun, Chengbin & Luo, Chao, 2020. "Co-evolution of limited resources in the memory-based spatial evolutionary game," Chaos, Solitons & Fractals, Elsevier, vol. 131(C).
    11. Wendy R. Fox, 1991. "Finding Groups in Data: An Introduction to Cluster Analysis," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 40(3), pages 486-487, November.
    12. Hisashi Ohtsuki & Christoph Hauert & Erez Lieberman & Martin A. Nowak, 2006. "A simple rule for the evolution of cooperation on graphs and social networks," Nature, Nature, vol. 441(7092), pages 502-505, May.
    13. Yang, Zhihu & Li, Zhi & Wu, Te & Wang, Long, 2013. "Role of recommendation in spatial public goods games," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 392(9), pages 2038-2045.
    14. Xiaojie Chen & Attila Szolnoki, 2018. "Punishment and inspection for governing the commons in a feedback-evolving game," PLOS Computational Biology, Public Library of Science, vol. 14(7), pages 1-15, July.
    15. Geoffrey Hodgson & Kainan Huang, 2012. "Evolutionary game theory and evolutionary economics: are they different species?," Journal of Evolutionary Economics, Springer, vol. 22(2), pages 345-366, April.
    16. Gao, Hui & Pan, Liming & Rong, Zhihai, 2013. "An intermediate number of neighbors promotes the emergence of generous tit-for-tat players on homogeneous networks," Chaos, Solitons & Fractals, Elsevier, vol. 56(C), pages 154-159.
    17. Shi, Juan & Hu, Die & Tao, Rui & Peng, Yunchen & Li, Yong & Liu, Jinzhuo, 2021. "Interaction between populations promotes cooperation in voluntary prisoner's dilemma," Applied Mathematics and Computation, Elsevier, vol. 392(C).
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    1. Hao, Weijuan & Hu, Yuhan, 2024. "The implications of deep cooperation strategy for the evolution of cooperation in social dilemmas," Applied Mathematics and Computation, Elsevier, vol. 470(C).

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