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学习能力和学习水平的演变。

Evolution of learning capacities and learning levels.

作者信息

Nakahashi Wataru

机构信息

Meiji Institute for Advanced Study of Mathematical Sciences, 1-1-1 Higashimita, Tamaku, Kawasaki, Kanagawa 214-8571, Japan.

出版信息

Theor Popul Biol. 2010 Nov;78(3):211-24. doi: 10.1016/j.tpb.2010.08.001. Epub 2010 Aug 18.

Abstract

Humans strongly depend on individual and social learning, both of which are highly effective and accurate. I study the effects of environmental change on the evolution of the effectiveness and accuracy of individual and social learning (individual and social learning levels) and the number of pieces of information learned individually and socially (individual and social learning capacities) by analyzing a mathematical model. I show that individual learning capacity decreases and social learning capacity increases when the environment becomes more stable; both decrease when the environment becomes milder. I also show that individual learning capacity increases when individual learning level increases or social learning level decreases, while social learning capacity increases when individual or social learning level increases. The evolution of high learning levels can be triggered when the environment becomes severe, but a high social learning level can evolve only when a high individual learning level can simultaneously evolve with it.

摘要

人类强烈依赖个体学习和社会学习,这两种学习方式都非常有效且准确。我通过分析一个数学模型,研究环境变化对个体学习和社会学习的有效性与准确性(个体学习和社会学习水平)以及个体和社会学习到的信息量(个体和社会学习能力)演变的影响。我发现,当环境变得更加稳定时,个体学习能力下降而社会学习能力上升;当环境变得更温和时,两者都会下降。我还发现,当个体学习水平提高或社会学习水平下降时,个体学习能力会增加,而当个体或社会学习水平提高时,社会学习能力会增加。当环境变得严峻时,高学习水平的演变可能会被触发,但只有当高个体学习水平能够与之同时演变时,高社会学习水平才能得以演变。

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