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信息论在进化生物学中的应用。

The use of information theory in evolutionary biology.

机构信息

Department of Microbiology and Molecular Genetics, Michigan State University, East Lansing, Michigan 48824, USA.

出版信息

Ann N Y Acad Sci. 2012 May;1256:49-65. doi: 10.1111/j.1749-6632.2011.06422.x. Epub 2012 Feb 9.

Abstract

Information is a key concept in evolutionary biology. Information stored in a biological organism's genome is used to generate the organism and to maintain and control it. Information is also that which evolves. When a population adapts to a local environment, information about this environment is fixed in a representative genome. However, when an environment changes, information can be lost. At the same time, information is processed by animal brains to survive in complex environments, and the capacity for information processing also evolves. Here, I review applications of information theory to the evolution of proteins and to the evolution of information processing in simulated agents that adapt to perform a complex task.

摘要

信息是进化生物学中的一个关键概念。储存在生物有机体基因组中的信息被用来生成和维持生物体,并对其进行控制。信息也是进化的对象。当一个种群适应局部环境时,有关该环境的信息就被固定在一个有代表性的基因组中。然而,当环境发生变化时,信息可能会丢失。同时,动物大脑会处理信息以在复杂环境中生存,信息处理能力也在进化。在这里,我回顾了信息论在蛋白质进化和模拟适应执行复杂任务的代理的信息处理进化中的应用。

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