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The evolution of cooperation in public goods games on the scale-free community network under multiple strategy-updating rules

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  • Zhang, Mingzhen
  • Yang, Naiding
  • Zhu, Xianglin
  • Wang, Yan

Abstract

Most social dilemmas have public goods properties, and social networks have scale-free characteristics and community structure features. Meanwhile, due to individuals’ diverse preferences, there are individuals in the network who use different strategy-updating rules. Based on this, this research explores how cooperation evolves in scale-free community networks with public goods games, as well as the influence of multiple strategy-updating rules on cooperation evolution. Pairwise comparison rules and aspiration-driven rules are the two types of strategy-updating rules discussed here. Several simulations are displayed, along with the results of their simulations. We discover that community structure facilitates the emergence of cooperation with public goods games. Meanwhile, the enhancement factor’s value determines the relationship between the proportion of the two updating rules and the cooperation density. There is a negative relationship between the initial ratio of pairwise comparison rules and the cooperation density under a weak enhancement factor. And the initial ratio of pairwise comparison rules and the cooperation density forms a “U”-shaped relationship under a strong enhancement factor. Pairwise comparison rules seem to be more sensitive to the variance in the proportion of the two strategy-updating rules. Our findings might help us better understand the evolution of cooperation in social networks.

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  • Zhang, Mingzhen & Yang, Naiding & Zhu, Xianglin & Wang, Yan, 2022. "The evolution of cooperation in public goods games on the scale-free community network under multiple strategy-updating rules," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 608(P1).
  • Handle: RePEc:eee:phsmap:v:608:y:2022:i:p1:s0378437122007786
    DOI: 10.1016/j.physa.2022.128220
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    1. Cao, Xian-Bin & Du, Wen-Bo & Rong, Zhi-Hai, 2010. "The evolutionary public goods game on scale-free networks with heterogeneous investment," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 389(6), pages 1273-1280.
    2. Wang, Zhen & Chen, Tong & Wang, Yongjie, 2017. "Leadership by example promotes the emergence of cooperation in public goods game," Chaos, Solitons & Fractals, Elsevier, vol. 101(C), pages 100-105.
    3. Quan, Ji & Zhou, Yawen & Wang, Xianjia & Yang, Jian-Bo, 2020. "Evidential reasoning based on imitation and aspiration information in strategy learning promotes cooperation in optional spatial public goods game," Chaos, Solitons & Fractals, Elsevier, vol. 133(C).
    4. Liu, Run-Ran & Jia, Chun-Xiao & Rong, Zhihai, 2019. "Effects of enhancement level on evolutionary public goods game with payoff aspirations," Applied Mathematics and Computation, Elsevier, vol. 350(C), pages 242-248.
    5. You, Tao & Wang, Peng & Jia, Danyang & Yang, Fei & Cui, Xiaodong & Liu, Chen, 2020. "The effects of heterogeneity of updating rules on cooperation in spatial network," Applied Mathematics and Computation, Elsevier, vol. 372(C).
    6. You, Tao & Shi, Liang & Wang, Xiaoyu & Mengibaev, Muslimbek & Zhang, Ying & Zhang, Peng, 2021. "The effects of aspiration under multiple strategy updating rules on cooperation in prisoner's dilemma game," Applied Mathematics and Computation, Elsevier, vol. 394(C).
    7. Wang, Hanchen & Sun, Yichun & Zheng, Lei & Du, Wenbo & Li, Yumeng, 2018. "The public goods game on scale-free networks with heterogeneous investment," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 509(C), pages 396-404.
    8. Zhang, Jun & Hu, Bin & Huang, Yi Jie & Deng, Zheng Hong & Wu, Tao, 2020. "The evolution of cooperation affected by aspiration-driven updating rule in multi-games with voluntary participation," Chaos, Solitons & Fractals, Elsevier, vol. 139(C).
    9. Maria Kleshnina & Sabrina S. Streipert & Jerzy A. Filar & Krishnendu Chatterjee, 2020. "Prioritised Learning in Snowdrift-Type Games," Mathematics, MDPI, vol. 8(11), pages 1-20, November.
    10. Zou, Qingsong & Hu, Kaipeng, 2020. "Heterogeneous aspiration resolves social dilemma in structured populations," Chaos, Solitons & Fractals, Elsevier, vol. 134(C).
    11. Sun, Chengbin & Luo, Chao & Li, Junqiu, 2020. "Aspiration-based co-evolution of cooperation with resource allocation on interdependent networks," Chaos, Solitons & Fractals, Elsevier, vol. 135(C).
    12. Boyu Zhang & Cong Li & Yi Tao, 2016. "Evolutionary Stability and the Evolution of Cooperation on Heterogeneous Graphs," Dynamic Games and Applications, Springer, vol. 6(4), pages 567-579, December.
    13. Liu, Chen & Shi, Juan & Li, Tong & Liu, Jinzhuo, 2019. "Aspiration driven coevolution resolves social dilemmas in networks," Applied Mathematics and Computation, Elsevier, vol. 342(C), pages 247-254.
    14. Jeff Gore & Hyun Youk & Alexander van Oudenaarden, 2009. "Snowdrift game dynamics and facultative cheating in yeast," Nature, Nature, vol. 459(7244), pages 253-256, May.
    15. Henry H. Lee & Michael N. Molla & Charles R. Cantor & James J. Collins, 2010. "Bacterial charity work leads to population-wide resistance," Nature, Nature, vol. 467(7311), pages 82-85, September.
    16. Redouan Bshary & Alexandra S. Grutter, 2006. "Image scoring and cooperation in a cleaner fish mutualism," Nature, Nature, vol. 441(7096), pages 975-978, June.
    17. Liu, Xuesong & He, Mingfeng & Kang, Yibin & Pan, Qiuhui, 2017. "Fixation of strategies with the Moran and Fermi processes in evolutionary games," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 484(C), pages 336-344.
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