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Why Darwin would have loved evolutionary game theory

机译:为什么达尔文会喜欢进化博弈论

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摘要

Humans have marvelled at the fit of form and function, the way organisms' traits seem remarkably suited to their lifestyles and ecologies. While natural selection provides the scientific basis for the fit of form and function, Darwin found certain adaptations vexing or particularly intriguing: sex ratios, sexual selection and altruism. The logic behind these adaptations resides in frequency-dependent selection where the value of a given heritable phenotype (i.e. strategy) to an individual depends upon the strategies of others. Game theory is a branch of mathematics that is uniquely suited to solving such puzzles. While game theoretic thinking enters into Darwin's arguments and those of evolutionists through much of the twentieth century, the tools of evolutionary game theory were not available to Darwin or most evolutionists until the 1970s, and its full scope has only unfolded in the last three decades. As a consequence, game theory is applied and appreciated rather spottily. Game theory not only applies to matrix games and social games, it also applies to speciation, macroevolution and perhaps even to cancer. I assert that life and natural selection are a game, and that game theory is the appropriate logic for framing and understanding adaptations. Its scope can include behaviours within species, state-dependent strategies (such as male, female and so much more), speciation and coevolution, and expands beyond microevolution to macroevolution. Game theory clarifies aspects of ecological and evolutionary stability in ways useful to understanding eco-evolutionary dynamics, niche construction and ecosystem engineering. In short, I would like to think that Darwin would have found game theory uniquely useful for his theory of natural selection. Let us see why this is so.
机译:人类对形式和功能的融合感到惊讶,生物体的特征似乎非常适合其生活方式和生态。尽管自然选择为适应形式和功能提供了科学依据,但达尔文发现某些令人烦恼或特别令人着迷的适应方法:性别比例,性选择和利他主义。这些适应背后的逻辑在于频率相关的选择,其中给定个体的可遗传表型(即策略)的值取决于他人的策略。博弈论是数学的一个分支,特别适合解决此类难题。尽管在二十世纪的大部分时间里博弈论思想都进入了达尔文和进化论者的论据,但进化论博弈论的工具直到1970年代才为达尔文或大多数进化论者所用,并且它的全部范围仅在最近的三十年中才得以展现。结果,博弈论得到了相当广泛的应用和赞赏。博弈论不仅适用于矩阵博弈和社交博弈,还适用于物种形成,宏观进化甚至癌症。我断言,生命和自然选择是一种游戏,而博弈论是构筑和理解适应的适当逻辑。它的范围可以包括物种内的行为,取决于状态的策略(例如雄性,雌性等等),物种形成和协同进化,并且从微观进化扩展到宏观进化。博弈论以有助于理解生态进化动力学,生态位建设和生态系统工程的方式阐明了生态和进化稳定性的各个方面。简而言之,我想认为达尔文会发现博弈论对于他的自然选择论是唯一有用的。让我们看看为什么会这样。

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