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Impact of individual difference and investment heterogeneity on the collective cooperation in the spatial public goods game

机译:空间公共物品博弈中个体差异和投资异质性对集体合作的影响

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摘要

In order to deeply elucidate the evolution of cooperation, we present a novel spatial public goods game (PGG) model in which the individual difference and investment heterogeneity is simultaneously taken into account. We characterize the individual difference by classifying all players into two categories: A - type and B - type, where A - type cooperators will not give perfect contribution into a PGG group and their ratio will be controlled by the parameter epsilon, while B - type ones will always keep the unit investment into the group that they participate in. Meanwhile, the heterogeneity can be implemented by a non-uniform investment mechanism regarding A - type cooperators, where a contribution from a cooperative agent into a PGG group is represented as a power function of fraction of cooperators inside this group. Extensive simulations indicate that the cooperation can be driven into a very high level by integrating these two components into the PGG model. Furthermore, the full cooperation phase diagrams further highlight their role in the promotion of cooperation. Current results will greatly enrich our understanding of collective cooperation behavior within many natural, social and even man-made systems. (C) 2017 Elsevier B.V. All rights reserved.
机译:为了深入阐明合作的演变,我们提出了一种新颖的空间公共物品博弈(PGG)模型,其中同时考虑了个人差异和投资异质性。我们通过将所有参与者分为两类来描述个体差异:A型和B型,其中A型合作者不会对PGG组做出完美的贡献,他们的比率将由参数epsilon控制,而B型一个人将始终把单位投资留在他们所参与的集团中。同时,可以通过关于A型合作者的非统一投资机制来实现异质性,其中将合作者对PGG集团的贡献表示为组内合作者的分数的幂函数。大量的仿真表明,通过将这两个组件集成到PGG模型中,可以将合作推向很高的层次。此外,完整的合作阶段图进一步突出了它们在促进合作中的作用。当前的结果将大大丰富我们对许多自然,社会甚至人为系统中集体合作行为的理解。 (C)2017 Elsevier B.V.保留所有权利。

著录项

  • 来源
    《Knowledge-Based Systems》 |2017年第15期|150-158|共9页
  • 作者单位

    Tianjin Univ Technol, Tianjin Key Lab Intelligence Comp & Novel Softwar, Tianjin 300384, Peoples R China|Tianjin Univ Technol, Minist Educ, Key Lab Comp Vis & Syst, Tianjin 300384, Peoples R China;

    Tianjin Univ Technol, Sch Elect & Elect Engn, Tianjin 300384, Peoples R China;

    Tianjin Univ Technol, Tianjin Key Lab Intelligence Comp & Novel Softwar, Tianjin 300384, Peoples R China|Tianjin Univ Technol, Minist Educ, Key Lab Comp Vis & Syst, Tianjin 300384, Peoples R China;

    Tianjin Univ Technol, Tianjin Key Lab Intelligence Comp & Novel Softwar, Tianjin 300384, Peoples R China|Tianjin Univ Technol, Minist Educ, Key Lab Comp Vis & Syst, Tianjin 300384, Peoples R China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Individual difference; Investment heterogeneity; Public goods game; Spatial reciprocity; Collective cooperation;

    机译:个体差异;投资异质性;公共物品博弈;空间互惠;集体合作;

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