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Effects of trust-driven updating rule based on reputation in spatial prisoner’s dilemma games

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  • Wang, Bin
  • Kang, Wenjun
  • Sheng, Jinfang
  • Cheng, Lvhang
  • Hou, Zhengang

Abstract

In real life, people tend to trust those with higher reputations, but if they have a lower payoff, people will not learn from them. Therefore, individuals are more inclined to learn strategies from individuals with higher reputations and payoffs. Here, we introduce a trust-driven updating rule based on reputation into prisoner’s dilemma games on ER random networks and BA scale-free networks and investigate the effects of this model on cooperation. To control the influence of reputation in the system, we introduce a heterogeneity parameter to describe the effect of reputation on trust. The results show that when individuals update their policy through this trust-driven updating rule, the level of cooperation is significantly promoted. The increase in the heterogeneity parameter will promote the level of cooperation. Besides, we study the effect of the correlation between the node degree and reputation heterogeneity on cooperation due to the different influences of individuals. Additionally, we investigate the robustness of the model in real social networks and conduct experiments on the dolphin and karate networks, respectively, finding that the qualitative features of the results are unchanged.

Suggested Citation

  • 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).
  • Handle: RePEc:eee:phsmap:v:579:y:2021:i:c:s0378437121004088
    DOI: 10.1016/j.physa.2021.126135
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    References listed on IDEAS

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    1. Jia, Danyang & Shen, Chen & Guo, Hao & Chu, Chen & Lu, Jun & Shi, Lei, 2018. "The impact of loners’ participation willingness on cooperation in voluntary prisoner's dilemma," Chaos, Solitons & Fractals, Elsevier, vol. 108(C), pages 218-223.
    2. Zhen Wang & Lin Wang & Zi-Yu Yin & Cheng-Yi Xia, 2012. "Inferring Reputation Promotes the Evolution of Cooperation in Spatial Social Dilemma Games," PLOS ONE, Public Library of Science, vol. 7(7), pages 1-9, July.
    3. repec:nas:journl:v:115:y:2018:p:12241-12246 is not listed on IDEAS
    4. Fernando P. Santos & Francisco C. Santos & Jorge M. Pacheco, 2018. "Social norm complexity and past reputations in the evolution of cooperation," Nature, Nature, vol. 555(7695), pages 242-245, March.
    5. Chen, Ya-Shan & Yang, Han-Xin & Guo, Wen-Zhong, 2017. "Aspiration-induced dormancy promotes cooperation in the spatial Prisoner’s Dilemma games," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 469(C), pages 625-630.
    6. Martin A. Nowak & Karl Sigmund, 1998. "Evolution of indirect reciprocity by image scoring," Nature, Nature, vol. 393(6685), pages 573-577, June.
    7. M.A. Nowak & K. Sigmund, 1998. "Evolution of Indirect Reciprocity by Image Scoring/ The Dynamics of Indirect Reciprocity," Working Papers ir98040, International Institute for Applied Systems Analysis.
    8. Christian Hilbe & Krishnendu Chatterjee & Martin A. Nowak, 2018. "Partners and rivals in direct reciprocity," Nature Human Behaviour, Nature, vol. 2(7), pages 469-477, July.
    9. Cassar, Alessandra, 2007. "Coordination and cooperation in local, random and small world networks: Experimental evidence," Games and Economic Behavior, Elsevier, vol. 58(2), pages 209-230, February.
    10. Wang, Jianwei & He, Jialu & Yu, Fengyuan, 2021. "Heterogeneity of reputation increment driven by individual influence promotes cooperation in spatial social dilemma," Chaos, Solitons & Fractals, Elsevier, vol. 146(C).
    11. Quan, Ji & Tang, Caixia & Wang, Xianjia, 2021. "Reputation-based discount effect in imitation on the evolution of cooperation in spatial public goods games," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 563(C).
    12. 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.
    13. Zhang, Liming & Huang, Changwei & Li, Haihong & Dai, Qionglin & Yang, Junzhong, 2021. "Cooperation guided by imitation, aspiration and conformity-driven dynamics in evolutionary games," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 561(C).
    14. Ma, Xiaojian & Quan, Ji & Wang, Xianjia, 2021. "Effect of reputation-based heterogeneous investment on cooperation in spatial public goods game," Chaos, Solitons & Fractals, Elsevier, vol. 152(C).
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    4. Li, Xiaopeng & Han, Weiwei & Yang, Wenjun & Wang, Juan & Xia, Chengyi & Li, Hui-jia & Shi, Yong, 2022. "Impact of resource-based conditional interaction on cooperation in spatial social dilemmas," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 594(C).

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