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Time delay effects on evolutionary dynamics of N-player trust game with diverse investment behaviors

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  • Su, Xin
  • Guo, Ruqiang
  • Hua, Shijia
  • Liu, Linjie
  • Zhang, Liang

Abstract

Among unrelated individuals, the emergence and maintenance of trust has always been a pressing issue to address, one that has garnered considerable attention through the framework provided by trust games. However, few studies have considered the effects of time delay in trust games. Given that decision-makers in trust games inherently exhibit lagged responses when observing the market, we explore the potential effects of time delay on the evolution of trust and develop an N-player trust game model based on investment behavior with time-delayed expected returns. We note that the system exhibits a stable interior equilibrium point, implying that investors and trustworthy trustees can coexist stably in the population, when the time delay is relatively small. Conversely, when the time delay is moderately large, the system exhibits a stable limit cycle, where the proportion in the population show oscillatory dynamics. Furthermore, we analyze the system's Hopf bifurcation points, identifying all critical thresholds responsible for inducing transitions under various conditions. The above theoretical results have been validated by numerical simulations.

Suggested Citation

  • Su, Xin & Guo, Ruqiang & Hua, Shijia & Liu, Linjie & Zhang, Liang, 2025. "Time delay effects on evolutionary dynamics of N-player trust game with diverse investment behaviors," Applied Mathematics and Computation, Elsevier, vol. 489(C).
  • Handle: RePEc:eee:apmaco:v:489:y:2025:i:c:s0096300324006386
    DOI: 10.1016/j.amc.2024.129177
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    References listed on IDEAS

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    1. Xing Fang & Xiaojie Chen, 2021. "Evolutionary dynamics of trust in the N-player trust game with individual reward and punishment," The European Physical Journal B: Condensed Matter and Complex Systems, Springer;EDP Sciences, vol. 94(9), pages 1-7, September.
    2. Wang, Chaoqian, 2024. "Evolution of trust in structured populations," Applied Mathematics and Computation, Elsevier, vol. 471(C).
    3. Arigapudi, Srinivas & Lahkar, Ratul, 2024. "Emergence of trust in the trust game under best experienced payoff dynamics," Economics Letters, Elsevier, vol. 236(C).
    4. Growiec, Katarzyna & Growiec, Jakub, 2014. "Social Capital, Trust, And Multiple Equilibria In Economic Performance," Macroeconomic Dynamics, Cambridge University Press, vol. 18(2), pages 282-315, March.
    5. Liu, Yuyuan & Liu, Linjie & Guo, Ruqiang & Zhang, Liang, 2023. "N-player repeated evolutionary trust game under government management," Chaos, Solitons & Fractals, Elsevier, vol. 175(P1).
    6. Engle-Warnick, Jim & Slonim, Robert L., 2004. "The evolution of strategies in a repeated trust game," Journal of Economic Behavior & Organization, Elsevier, vol. 55(4), pages 553-573, December.
    7. James Burridge & Yu Gao & Yong Mao, 2017. "Delayed response in the Hawk Dove game," The European Physical Journal B: Condensed Matter and Complex Systems, Springer;EDP Sciences, vol. 90(1), pages 1-6, January.
    8. Guo, Ruqiang & Liu, Linjie & Liu, Yuyuan & Zhang, Liang, 2023. "Evolution of trust in a hierarchical population with different investors based on investment behavioral theory," Chaos, Solitons & Fractals, Elsevier, vol. 176(C).
    9. Liu, Zhuo & Wang, Juan & Li, Xiaopeng, 2024. "Evolutionary dynamics of networked N-player trust games with exclusion strategy," Chaos, Solitons & Fractals, Elsevier, vol. 186(C).
    10. Jiang, Xiaowei & Chen, Xiangyong & Chi, Ming & Chen, Jie, 2020. "On Hopf bifurcation and control for a delay systems," Applied Mathematics and Computation, Elsevier, vol. 370(C).
    11. Wettergren, Thomas A., 2021. "Replicator dynamics of an N-player snowdrift game with delayed payoffs," Applied Mathematics and Computation, Elsevier, vol. 404(C).
    12. Feng, Meiling & Li, Xuezhu & Zhao, Dawei & Xia, Chengyi, 2023. "Evolutionary dynamics with the second-order reputation in the networked N-player trust game," Chaos, Solitons & Fractals, Elsevier, vol. 175(P2).
    13. Dearmon, Jacob & Grier, Kevin, 2009. "Trust and development," Journal of Economic Behavior & Organization, Elsevier, vol. 71(2), pages 210-220, August.
    14. Sun, Ketian & Liu, Yang & Chen, Xiaojie & Szolnoki, Attila, 2022. "Evolution of trust in a hierarchical population with punishing investors," Chaos, Solitons & Fractals, Elsevier, vol. 162(C).
    15. Berg Joyce & Dickhaut John & McCabe Kevin, 1995. "Trust, Reciprocity, and Social History," Games and Economic Behavior, Elsevier, vol. 10(1), pages 122-142, July.
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