Suppr超能文献

具有弱选择的空间进化博弈

Spatial evolutionary games with weak selection.

作者信息

Nanda Mridu, Durrett Richard

机构信息

North Carolina School of Science and Mathematics, Durham, NC 27705.

Math Department, Duke University, Durham NC, 27708-0320

出版信息

Proc Natl Acad Sci U S A. 2017 Jun 6;114(23):6046-6051. doi: 10.1073/pnas.1620852114. Epub 2017 May 22.

Abstract

Recently, a rigorous mathematical theory has been developed for spatial games with weak selection, i.e., when the payoff differences between strategies are small. The key to the analysis is that when space and time are suitably rescaled, the spatial model converges to the solution of a partial differential equation (PDE). This approach can be used to analyze all [Formula: see text] games, but there are a number of [Formula: see text] games for which the behavior of the limiting PDE is not known. In this paper, we give rules for determining the behavior of a large class of [Formula: see text] games and check their validity using simulation. In words, the effect of space is equivalent to making changes in the payoff matrix, and once this is done, the behavior of the spatial game can be predicted from the behavior of the replicator equation for the modified game. We say predicted here because in some cases the behavior of the spatial game is different from that of the replicator equation for the modified game. For example, if a rock-paper-scissors game has a replicator equation that spirals out to the boundary, space stabilizes the system and produces an equilibrium.

摘要

最近,针对具有弱选择的空间博弈,即策略之间的收益差异很小时,已经发展出了一种严谨的数学理论。分析的关键在于,当对空间和时间进行适当的重新标度时,空间模型会收敛到一个偏微分方程(PDE)的解。这种方法可用于分析所有[公式:见正文]博弈,但有许多[公式:见正文]博弈,其极限偏微分方程的行为尚不清楚。在本文中,我们给出了确定一大类[公式:见正文]博弈行为的规则,并通过模拟来检验其有效性。简而言之,空间的作用等同于对收益矩阵进行改变,一旦做到这一点,空间博弈的行为就可以从修改后博弈的复制动态方程的行为中预测出来。我们在这里说预测,是因为在某些情况下,空间博弈的行为与修改后博弈的复制动态方程的行为不同。例如,如果一个剪刀石头布博弈的复制动态方程向外螺旋到边界,空间会使系统稳定并产生一个均衡。

相似文献

1
Spatial evolutionary games with weak selection.具有弱选择的空间进化博弈
Proc Natl Acad Sci U S A. 2017 Jun 6;114(23):6046-6051. doi: 10.1073/pnas.1620852114. Epub 2017 May 22.
2
Structure coefficients and strategy selection in multiplayer games.多人游戏中的结构系数与策略选择。
J Math Biol. 2016 Jan;72(1-2):203-38. doi: 10.1007/s00285-015-0882-3. Epub 2015 Apr 5.
3
The replicator equation on graphs.图上的复制者方程。
J Theor Biol. 2006 Nov 7;243(1):86-97. doi: 10.1016/j.jtbi.2006.06.004. Epub 2006 Jun 13.
4
Evolution of cooperation in spatial traveler's dilemma game.空间旅行者困境博弈中的合作进化。
PLoS One. 2013;8(3):e58597. doi: 10.1371/journal.pone.0058597. Epub 2013 Mar 20.
5
Spatial pattern dynamics due to the fitness gradient flux in evolutionary games.进化博弈中适应度梯度通量引起的空间模式动态
Phys Rev E Stat Nonlin Soft Matter Phys. 2013 Jun;87(6):062138. doi: 10.1103/PhysRevE.87.062138. Epub 2013 Jun 28.
6
Density games.密度游戏。
J Theor Biol. 2013 Oct 7;334:26-34. doi: 10.1016/j.jtbi.2013.05.029. Epub 2013 Jun 13.
8
Evolutionary dynamics on stochastic evolving networks for multiple-strategy games.多策略博弈的随机演化网络上的进化动力学
Phys Rev E Stat Nonlin Soft Matter Phys. 2011 Oct;84(4 Pt 2):046111. doi: 10.1103/PhysRevE.84.046111. Epub 2011 Oct 21.
10
Fourier decomposition of payoff matrix for symmetric three-strategy games.对称三策略博弈收益矩阵的傅里叶分解
Phys Rev E Stat Nonlin Soft Matter Phys. 2014 Oct;90(4):042811. doi: 10.1103/PhysRevE.90.042811. Epub 2014 Oct 20.

引用本文的文献

1
Modeling cancer's ecological and evolutionary dynamics.肿瘤的生态和进化动力学建模。
Med Oncol. 2023 Feb 28;40(4):109. doi: 10.1007/s12032-023-01968-0.
6
Extrapolating weak selection in evolutionary games.推断进化博弈中的弱选择
J Math Biol. 2019 Jan;78(1-2):135-154. doi: 10.1007/s00285-018-1270-6. Epub 2018 Jul 28.
7
Effective games and the confusion over spatial structure.有效的博弈与空间结构的混乱
Proc Natl Acad Sci U S A. 2018 Feb 20;115(8):E1709. doi: 10.1073/pnas.1719031115. Epub 2018 Feb 14.

本文引用的文献

1
Bone remodeling as a spatial evolutionary game.作为空间进化博弈的骨重塑
J Theor Biol. 2017 Apr 7;418:16-26. doi: 10.1016/j.jtbi.2017.01.021. Epub 2017 Jan 18.
5
Multiple strategies in structured populations.结构种群中的多种策略。
Proc Natl Acad Sci U S A. 2011 Feb 8;108(6):2334-7. doi: 10.1073/pnas.1016008108. Epub 2011 Jan 21.
6
Accumulation of driver and passenger mutations during tumor progression.在肿瘤进展过程中积累的驱动突变和乘客突变。
Proc Natl Acad Sci U S A. 2010 Oct 26;107(43):18545-50. doi: 10.1073/pnas.1010978107. Epub 2010 Sep 27.
8
Strategy selection in structured populations.结构化群体中的策略选择
J Theor Biol. 2009 Aug 7;259(3):570-81. doi: 10.1016/j.jtbi.2009.03.035. Epub 2009 Apr 7.
10
The replicator equation on graphs.图上的复制者方程。
J Theor Biol. 2006 Nov 7;243(1):86-97. doi: 10.1016/j.jtbi.2006.06.004. Epub 2006 Jun 13.

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验