evolution of cooperation

合作的演变
  • 文章类型: Journal Article
    直接互惠是在反复的社会互动中合作演变的机制。根据文献,如果与伴侣多次接触,个人自然会学会采取有条件的合作策略。相应的模式极大地促进了我们对合作的理解,然而,他们经常对个人如何记住和处理回报信息做出强有力的假设。例如,当通过社会学习更新策略时,人们通常认为个人比较他们的平均收益。这将要求他们计算(或记住)他们对人口中其他所有人的收益。要了解更现实的约束如何影响直接互惠,当个人根据最近的经验学习时,我们考虑条件行为的演变。即使在最极端的情况下,他们只考虑了他们最后的互动,我们发现合作仍然可以发展。然而,这些人采取不太慷慨的策略,他们合作的频率比传统的平均收益低。有趣的是,一旦个人记住了最近两三次互动的回报,合作率迅速接近经典极限。这些发现有助于文献探索互惠合作需要哪种认知能力。虽然我们的结果表明,一些基本形式的回报记忆是必要的,记住一些互动就足够了。
    Direct reciprocity is a mechanism for the evolution of cooperation in repeated social interactions. According to the literature, individuals naturally learn to adopt conditionally cooperative strategies if they have multiple encounters with their partner. Corresponding models have greatly facilitated our understanding of cooperation, yet they often make strong assumptions on how individuals remember and process payoff information. For example, when strategies are updated through social learning, it is commonly assumed that individuals compare their average payoffs. This would require them to compute (or remember) their payoffs against everyone else in the population. To understand how more realistic constraints influence direct reciprocity, we consider the evolution of conditional behaviours when individuals learn based on more recent experiences. Even in the most extreme case that they only take into account their very last interaction, we find that cooperation can still evolve. However, such individuals adopt less generous strategies, and they cooperate less often than in the classical setup with average payoffs. Interestingly, once individuals remember the payoffs of two or three recent interactions, cooperation rates quickly approach the classical limit. These findings contribute to a literature that explores which kind of cognitive capabilities are required for reciprocal cooperation. While our results suggest that some rudimentary form of payoff memory is necessary, it suffices to remember a few interactions.
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  • 文章类型: Journal Article
    尽管存在非合作成员,但了解在不相关的个人群体中保持合作的条件是当代生物学的一个主要研究课题,社会学,和经济理论。N人雪堆游戏模拟了合作行动代价高昂的社会困境类型,但是表演是有奖励的。我们在玩家遵循休闲小组动态在游戏小组之间移动的情况下研究此游戏,群体通过招募分离株而成长,并通过失去随后成为分离株的个体而缩小。这描述了自发人类群体的大小分布以及猴子中睡眠群体的形成。我们根据分离株加入群体的概率考虑三种情况。我们发现,在形成临时团体时,对于适当选择合作的成本效益比和聚集分解比,可以从人口中完全消除搭便车者。如果个人对大型团体更有吸引力,我们发现,即使平均群体规模不同,合作者也会在群体中持续存在。我们还指出了公共物品游戏的复制方程方法与结构化恶魔的特质组表述之间的显着相似性。
    Understanding the conditions for maintaining cooperation in groups of unrelated individuals despite the presence of non-cooperative members is a major research topic in contemporary biological, sociological, and economic theory. The N-person snowdrift game models the type of social dilemma where cooperative actions are costly, but there is a reward for performing them. We study this game in a scenario where players move between play groups following the casual group dynamics, where groups grow by recruiting isolates and shrink by losing individuals who then become isolates. This describes the size distribution of spontaneous human groups and also the formation of sleeping groups in monkeys. We consider three scenarios according to the probability of isolates joining a group. We find that for appropriate choices of the cost-benefit ratio of cooperation and the aggregation-disaggregation ratio in the formation of casual groups, free-riders can be completely eliminated from the population. If individuals are more attracted to large groups, we find that cooperators persist in the population even when the mean group size diverges. We also point out the remarkable similarity between the replicator equation approach to public goods games and the trait group formulation of structured demes.
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  • 文章类型: Journal Article
    阈值公共物品博弈是非线性公共物品困境的最著名模型之一。当假设人口遵循所谓的结构化deme模型时,合作者和叛逃者通常在此游戏中共存。在本文中,我们开发了一个通用N玩家游戏的动态模型,其中没有deme结构:个体与随机选择的邻居进行交互,并且在随机选择的一对个体之间进行选择。我们表明,在确定性极限中,该模型中的动力学导致与结构化deme模型中相同的复制器动力学,即,即使在人口完全混合的情况下,在阈值公共物品游戏中,合作者和叛逃者的共存也是典型的。我们扩展了该模型,以研究密度依赖性和密度汇作用对动力学的影响。我们在分析和数值上表明,人口密度的降低会增加合作者的平衡频率,直到该策略的fi化,但低于临界密度,核电厂会突然从人群中消失。我们的数值研究表明,弱密度的汇效用增强了合作,而强烈的汇波动抑制了它。
    The threshold public goods game is one of the best-known models of non-linear public goods dilemmas. Cooperators and defectors typically coexist in this game when the population is assumed to follow the so-called structured deme model. In this article, we develop a dynamical model of a general N-player game in which there is no deme structure: Individuals interact with randomly chosen neighbours and selection occurs between randomly chosen pairs of individuals. We show that in the deterministic limit, the dynamics in this model leads to the same replicator dynamics as in the structured deme model, i.e., coexistence of cooperators and defectors is typical in threshold public goods game even when the population is completely well mixed. We extend the model to study the effect of density dependence and density fluctuation on the dynamics. We show analytically and numerically that decreasing population density increases the equilibrium frequency of cooperators till the fixation of this strategy, but below a critical density cooperators abruptly disappear from the population. Our numerical investigations show that weak density fluctuations enhance cooperation, while strong fluctuations suppress it.
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  • 文章类型: Journal Article
    直接互惠是社会困境中合作的有力机制。互惠的逻辑,然而,似乎要求个体是对称的,每个人都有相同的手段来影响彼此的收益。然而在许多应用中,个人是不对称的。在这里,我们研究了线性公益博弈中不对称的影响。个人可能在他们的禀赋(他们为公共利益做出贡献的能力)和他们的生产力(他们的贡献有多有效)方面有所不同。鉴于个人的生产力,我们询问哪种捐赠基金的分配最适合合作。为此,我们考虑两个最优性概念。第一个概念侧重于合作的弹性。各自的捐赠分配确保即使在最不利的条件下,充分合作也是可行的。第二个概念侧重于效率。相应的禀赋分配使群体福利最大化。使用分析方法,我们充分描述了这两种捐赠分配。该分析表明,两种最优性概念都有利于某些禀赋不平等:更有生产力的参与者应该获得更高的禀赋。然而,这两个概念在捐赠应该是多么不平等的问题上存在分歧。对复原力的关注会减少不平等。通过额外的模拟,我们表明,最优的禀赋分配需要同时考虑合作的弹性和效率。
    Direct reciprocity is a powerful mechanism for cooperation in social dilemmas. The very logic of reciprocity, however, seems to require that individuals are symmetric, and that everyone has the same means to influence each others\' payoffs. Yet in many applications, individuals are asymmetric. Herein, we study the effect of asymmetry in linear public good games. Individuals may differ in their endowments (their ability to contribute to a public good) and in their productivities (how effective their contributions are). Given the individuals\' productivities, we ask which allocation of endowments is optimal for cooperation. To this end, we consider two notions of optimality. The first notion focuses on the resilience of cooperation. The respective endowment distribution ensures that full cooperation is feasible even under the most adverse conditions. The second notion focuses on efficiency. The corresponding endowment distribution maximizes group welfare. Using analytical methods, we fully characterize these two endowment distributions. This analysis reveals that both optimality notions favor some endowment inequality: More productive players ought to get higher endowments. Yet the two notions disagree on how unequal endowments are supposed to be. A focus on resilience results in less inequality. With additional simulations, we show that the optimal endowment allocation needs to account for both the resilience and the efficiency of cooperation.
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  • 文章类型: Journal Article
    尼安德特人猎杀直牙大象,更新世最大的陆生哺乳动物,在北欧平原的湖泊景观中,125,000年前,正如最近对Neumark-Nord(德国)的最后一次冰川间大象组合的研究所示。有证据表明,人们非常关注成年男性及其广泛的利用,到目前为止,这个位置的数据在考古记录中没有平行。鉴于它们与我们对尼安德特人生态位的了解有关,我们调查了诺马克-诺德的生存习俗是否不仅仅是一种当地现象,可能是由当地特点决定的。分析来自北欧平原上另外两个最后冰川间考古遗址的大象遗骸,格伦和陶巴赫,我们在两个组合中发现了与Neumark-Nord相似的屠宰模式,证明延长大象的开发是尼安德特人在(早期)最后间冰期期间的普遍做法。处理这些动物需要大量的努力,重达13公吨,和大量的食物产生表明,尼安德特人要么有办法储存大量的肉和脂肪和/或暂时聚集在更大的群体比一般公认的。数据不允许我们排除两种解释之一,此外,这两个因素,短期较大的群体规模以及某种形式的食物保存,可能发挥了作用。数据确实表明,在北欧平原的最后一个间冰期尼安德特人中,对大型直齿大象的剥削是一种普遍且反复出现的现象。
    Neanderthals hunted and butchered straight-tusked elephants, the largest terrestrial mammals of the Pleistocene, in a lake landscape on the North European plain, 125,000 years ago, as recently shown by a study of the Last Interglacial elephant assemblage from Neumark-Nord (Germany). With evidence for a remarkable focus on adult males and on their extended utilization, the data from this location are thus far without parallel in the archaeological record. Given their relevance for our knowledge of the Neanderthal niche, we investigated whether the Neumark-Nord subsistence practices were more than a local phenomenon, possibly determined by local characteristics. Analyzing elephant remains from two other Last Interglacial archaeological sites on the North European plain, Gröbern and Taubach, we identified in both assemblages similar butchering patterns as at Neumark-Nord, demonstrating that extended elephant exploitation was a widespread Neanderthal practice during the (early part of the) Last Interglacial. The substantial efforts needed to process these animals, weighing up to 13 metric tons, and the large amounts of food generated suggest that Neanderthals either had ways of storing vast amounts of meat and fat and/or temporarily aggregated in larger groups than commonly acknowledged. The data do not allow us to rule out one of the two explanations, and furthermore both factors, short-term larger group sizes as well as some form of food preservation, may have played a role. What the data do show is that exploitation of large straight-tusked elephants was a widespread and recurring phenomenon amongst Last Interglacial Neanderthals on the North European plain.
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  • 文章类型: Journal Article
    许多进化过程发生在连续的表型空间中。因此,探索选择如何在连续空间中运行是有意义的。一种方法是自适应动力学,它假设突变体是本地的。在这里,我们研究了一个不同的过程,也允许非本地突变体。我们假设常住人口受到入侵者的挑战,入侵者使用从所有策略空间的随机分布中选择的策略。我们研究了直接互惠的重复捐赠博弈。我们考虑由两个概率给出的被动策略,分别表示合作者合作或叛逃后合作的概率。策略空间是单位广场。我们推导了进化动力学的平稳分布和平均合作率作为成本效益比的函数的解析公式。对于积极的反应策略,我们证明,如果合作区域的面积大于相当于利益的1/2,合作比叛逃更丰富,B,除以成本,C,超过[公式:见正文]。我们引入了以概率一稳定的策略的概念。我们还研究了一个扩展的过程并讨论了其他游戏。
    Many evolutionary processes occur in phenotype spaces which are continuous. It is therefore of interest to explore how selection operates in continuous spaces. One approach is adaptive dynamics, which assumes that mutants are local. Here we study a different process which also allows non-local mutants. We assume that a resident population is challenged by an invader who uses a strategy chosen from a random distribution on the space of all strategies. We study the repeated donation game of direct reciprocity. We consider reactive strategies given by two probabilities, denoting respectively the probability to cooperate after the co-player has cooperated or defected. The strategy space is the unit square. We derive analytic formulae for the stationary distribution of evolutionary dynamics and for the average cooperation rate as function of the cost-to-benefit ratio. For positive reactive strategies, we prove that cooperation is more abundant than defection if the area of the cooperative region is greater than 1/2 which is equivalent to benefit, b, divided by cost, c, exceeding [Formula: see text]. We introduce the concept of strategies that are stable with probability one. We also study an extended process and discuss other games.
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  • 文章类型: Journal Article
    人类的生态成功依赖于我们灵活地自我组织成合作社会群体的特征能力,其中最成功的是采用实质性的专业化和分工。与大多数其他动物不同,人类通过尝试和错误来学习在他们的生活中扮演什么角色。然而,当一些关键角色比其他角色更有吸引力时,个人是自私的,然后是一个社会困境:每个人都希望别人承担关键但没有报酬的角色,这样他们就可以自由地承担报酬更好的角色。但是,如果所有人都这样做,并且关键角色没有得到发挥,就会发生灾难。在这种情况下,学习最佳角色分配可能是不可能的。因此,一个基本问题是:如何在自利的终身学习个人群体中出现分工?在这里,我们展示了通过引入社会规范模型,我们认为这是分散社会制裁的新兴模式,自利的个人团体有可能学习涉及所有关键角色的生产性分工。这样的社会规范通过在人口中重新分配奖励来消除反社会角色,同时激励本质上并不像其他人那样支付的亲社会角色。
    Human ecological success relies on our characteristic ability to flexibly self-organize into cooperative social groups, the most successful of which employ substantial specialization and division of labour. Unlike most other animals, humans learn by trial and error during their lives what role to take on. However, when some critical roles are more attractive than others, and individuals are self-interested, then there is a social dilemma: each individual would prefer others take on the critical but unremunerative roles so they may remain free to take one that pays better. But disaster occurs if all act thus and a critical role goes unfilled. In such situations learning an optimum role distribution may not be possible. Consequently, a fundamental question is: how can division of labour emerge in groups of self-interested lifetime-learning individuals? Here, we show that by introducing a model of social norms, which we regard as emergent patterns of decentralized social sanctioning, it becomes possible for groups of self-interested individuals to learn a productive division of labour involving all critical roles. Such social norms work by redistributing rewards within the population to disincentivize antisocial roles while incentivizing prosocial roles that do not intrinsically pay as well as others.
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  • 文章类型: Journal Article
    我们研究了在空缺不断增长的栖息地中的进化博弈动力学。健身是由环境的全球影响和邻居之间的当地囚犯困境决定的。我们在一维网格上研究人口增长,并分析环境如何影响进化竞争。随着环境变得恶劣,从人口增长到灭绝的吸收阶段转变。过渡点取决于人群中存在哪些策略。特别是,我们在参数空间中找到一个“合作窗口”,只有合作者才能生存。合作社区中的突变叛逃者可能会短暂扩散,但随着时间的推移,自然出现的空缺将合作者与叛逃者分开,从而驱使叛逃者灭绝。我们的模型表明,空缺通过空间选择为合作提供了强大的推动力。
    We study evolutionary game dynamics in a growing habitat with vacancies. Fitness is determined by the global effect of the environment and a local prisoner\'s dilemma among neighbors. We study population growth on a one-dimensional lattice and analyze how the environment affects evolutionary competition. As the environment becomes harsh, an absorbing phase transition from growing populations to extinction occurs. The transition point depends on which strategies are present in the population. In particular, we find a \'cooperative window\' in parameter space, where only cooperators can survive. A mutant defector in a cooperative community might briefly proliferate, but over time naturally occurring vacancies separate cooperators from defectors, thereby driving defectors to extinction. Our model reveals that vacancies provide a strong boost for cooperation by spatial selection.
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  • 文章类型: Journal Article
    大多数昆虫都有影响力,然而他们的血液中却有非必需的可遗传微生物。这些共生体的群落表现出低多样性。但是它们频繁的多物种性质提出了关于共生体-共生体协同在宿主适应中的作用的有趣问题,以及共生生物群落的稳定性,自己。在这项研究中,我们基于美国豌豆蚜虫种群中物种定义的共生体群落结构的知识,Acyrthosiphonpisum。通过广泛的共生生物基因分型,我们表明豌豆蚜虫的微生物组可以在共生体菌株水平上更精确地定义,菌株变异性影响了先前报道的9种共感染趋势中的5种。现场数据提供了协同健身效应和共生体搭便车的混合证据,揭示这些共同感染趋势的原因和后果。为了测试宿主内代谢相互作用是否预测常见和罕见菌株定义的群落,我们利用了优势的高度相关性,群落定义的共生体菌株与12个豌豆蚜虫衍生的γ变形菌,具有测序的基因组。基因组推断,使用代谢互补指数,揭示了一对共生体-沙雷氏菌和Ricketsiellaviridis之间的合作潜力。应用扩展网络算法,通过额外使用豌豆蚜虫和特定的Buchnera共生体基因组,沙雷氏菌和立克次菌是唯一的共生体群落,需要双方扩大整体代谢。通过它们对生物素生物合成途径的联合扩展,这些共生体可能跨越缺失的间隙,在他们的营养有限的范围内创造多党的互助主义,以韧皮部为食的寄主。最近,互补基因失活,在沙雷氏菌和立克次菌的生物素途径中,对共生关系和宿主-共生体相互依存的起源提出了进一步的问题。
    Most insects harbour influential, yet non-essential heritable microbes in their hemocoel. Communities of these symbionts exhibit low diversity. But their frequent multi-species nature raises intriguing questions on roles for symbiont-symbiont synergies in host adaptation, and on the stability of the symbiont communities, themselves. In this study, we build on knowledge of species-defined symbiont community structure across US populations of the pea aphid, Acyrthosiphon pisum. Through extensive symbiont genotyping, we show that pea aphids\' microbiomes can be more precisely defined at the symbiont strain level, with strain variability shaping five out of nine previously reported co-infection trends. Field data provide a mixture of evidence for synergistic fitness effects and symbiont hitchhiking, revealing causes and consequences of these co-infection trends. To test whether within-host metabolic interactions predict common versus rare strain-defined communities, we leveraged the high relatedness of our dominant, community-defined symbiont strains vs. 12 pea aphid-derived Gammaproteobacteria with sequenced genomes. Genomic inference, using metabolic complementarity indices, revealed high potential for cooperation among one pair of symbionts-Serratia symbiotica and Rickettsiella viridis. Applying the expansion network algorithm, through additional use of pea aphid and obligate Buchnera symbiont genomes, Serratia and Rickettsiella emerged as the only symbiont community requiring both parties to expand holobiont metabolism. Through their joint expansion of the biotin biosynthesis pathway, these symbionts may span missing gaps, creating a multi-party mutualism within their nutrient-limited, phloem-feeding hosts. Recent, complementary gene inactivation, within the biotin pathways of Serratia and Rickettsiella, raises further questions on the origins of mutualisms and host-symbiont interdependencies.
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  • 文章类型: Journal Article
    合作的演变和长期维持一直激发了进化生物学和社会科学学科的学术兴趣。先前关于集体风险社会困境博弈的理论和实验研究表明,集体失败的风险会影响合作的演化。在现实世界中,个人通常会根据风险强度和合作水平等环境因素来调整决策。然而,从理论角度来看,这种条件行为如何影响重复群体互动场景中合作的演变,目前还没有很好的理解。这里,我们构建了一个具有重复交互的进化博弈模型,其中,叛逃者根据风险是否超过其容忍阈值以及在游戏的前几轮中合作者的数量是否超过集体目标来决定是否在后续几轮游戏中进行合作。我们发现,引入有条件的合作策略可以有效地促进合作的出现,尤其是当风险较低时。此外,风险阈值显著影响进化结果,以高风险促进合作的出现。重要的是,当未能实现集体目标的风险超过一定阈值时,有条件的合作者及时从有缺陷的战略过渡到合作战略,有利于保持高层合作。
    The evolution and long-term sustenance of cooperation has consistently piqued scholarly interest across the disciplines of evolutionary biology and social sciences. Previous theoretical and experimental studies on collective risk social dilemma games have revealed that the risk of collective failure will affect the evolution of cooperation. In the real world, individuals usually adjust their decisions based on environmental factors such as risk intensity and cooperation level. However, it is still not well understood how such conditional behaviours affect the evolution of cooperation in repeated group interactions scenario from a theoretical perspective. Here, we construct an evolutionary game model with repeated interactions, in which defectors decide whether to cooperate in subsequent rounds of the game based on whether the risk exceeds their tolerance threshold and whether the number of cooperators exceeds the collective goal in the early rounds of the game. We find that the introduction of conditional cooperation strategy can effectively promote the emergence of cooperation, especially when the risk is low. In addition, the risk threshold significantly affects the evolutionary outcomes, with a high risk promoting the emergence of cooperation. Importantly, when the risk of failure to reach collective goals exceeds a certain threshold, the timely transition from a defective strategy to a cooperative strategy by conditional cooperators is beneficial for maintaining high-level cooperation.
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