Nonlinear eco-evolutionary games with global environmental fluctuations and local environmental feedbacks

被引:9
|
作者
Jiang, Yishen [1 ,3 ]
Wang, Xin [2 ,3 ,4 ,5 ,6 ,7 ]
Liu, Longzhao [2 ,3 ,4 ,5 ,6 ,7 ]
Wei, Ming [1 ,3 ]
Zhao, Jingwu [8 ]
Zheng, Zhiming [2 ,3 ,4 ,5 ,6 ,7 ,9 ,10 ]
Tang, Shaoting [2 ,3 ,4 ,5 ,6 ,7 ,9 ,10 ]
机构
[1] Beihang Univ, Sch Math Sci, Beijing, Peoples R China
[2] Beihang Univ, Inst Artificial Intelligence, Beijing, Peoples R China
[3] Beihang Univ, Key Lab Math Informat & Behav Semant LMIB, Beijing, Peoples R China
[4] Beihang Univ, State Key Lab Software Dev Environm NLSDE, Beijing, Peoples R China
[5] Zhongguancun Lab, RChina, Beijing, Peoples R China
[6] Beihang Univ, Beijing Adv Innovat Ctr Future Blockchain & Privac, Beijing, Peoples R China
[7] PengCheng Lab, Shenzhen, Peoples R China
[8] Beihang Univ, Sch Law, Beijing, Peoples R China
[9] Binzhou Med Univ, Inst Med Artificial Intelligence, Yantai, Peoples R China
[10] Dalian Univ Technol, Sch Math Sci, Dalian, Peoples R China
基金
中国国家自然科学基金;
关键词
INDIRECT RECIPROCITY; SOCIAL-BEHAVIOR; COOPERATION; DYNAMICS; VIRULENCE;
D O I
10.1371/journal.pcbi.1011269
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Author summaryThe intricate interplay between strategic behavior and environment is ubiquitous in complex systems of different scales. Previous works mainly focus on one aspect of the environmental changes: either global environment fluctuations that unidirectionally decide the welfare of the evolutionary dynamics, or local environment feedbacks that coevolve with the strategic behavior. Here we develop a theoretical framework that integrates them both in order to obtain a more complete picture of how group cooperation evolves in a general dynamic environment. We show that global environmental fluctuations can fundamentally alter the dynamical predictions of local game-environment evolution. The most interesting finding is the emergence of cyclic evolution of group cooperation and local environment, which forms an interior irregular loop in the phase plane, depending on the relative changing speed of both global and local environments compared to the strategic change. Such irregular loop, however, is substituted by an interior stable fixed point when considering a more complicated situation where the global environment is also frequency-dependent. Our results show how rich dynamical outcomes arise from the interactions between strategic behaviors and their natural or social environments, which has important practical value for solving social dilemmas in an ever-changing world. Environmental changes play a critical role in determining the evolution of social dilemmas in many natural or social systems. Generally, the environmental changes include two prominent aspects: the global time-dependent fluctuations and the local strategy-dependent feedbacks. However, the impacts of these two types of environmental changes have only been studied separately, a complete picture of the environmental effects exerted by the combination of these two aspects remains unclear. Here we develop a theoretical framework that integrates group strategic behaviors with their general dynamic environments, where the global environmental fluctuations are associated with a nonlinear factor in public goods game and the local environmental feedbacks are described by the 'eco-evolutionary game'. We show how the coupled dynamics of local game-environment evolution differ in static and dynamic global environments. In particular, we find the emergence of cyclic evolution of group cooperation and local environment, which forms an interior irregular loop in the phase plane, depending on the relative changing speed of both global and local environments compared to the strategic change. Further, we observe that this cyclic evolution disappears and transforms into an interior stable equilibrium when the global environment is frequency-dependent. Our results provide important insights into how diverse evolutionary outcomes could emerge from the nonlinear interactions between strategies and the changing environments.
引用
收藏
页数:20
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