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图灵、冯·诺依曼与生物机器的计算结构。

Turing, von Neumann, and the computational architecture of biological machines.

机构信息

Department of Biochemistry and Molecular Biophysics, Columbia University, New York, NY 10032.

出版信息

Proc Natl Acad Sci U S A. 2023 Jun 20;120(25):e2220022120. doi: 10.1073/pnas.2220022120. Epub 2023 Jun 12.

Abstract

In the mid-1930s, the English mathematician and logician Alan Turing invented an imaginary machine which could emulate the process of manipulating finite symbolic configurations by human computers. His machine launched the field of computer science and provided a foundation for the modern-day programmable computer. A decade later, building on Turing's machine, the American-Hungarian mathematician John von Neumann invented an imaginary self-reproducing machine capable of open-ended evolution. Through his machine, von Neumann answered one of the deepest questions in Biology: Why is it that all living organisms carry a self-description in the form of DNA? The story behind how two pioneers of computer science stumbled on the secret of life many years before the discovery of the DNA double helix is not well known, not even to biologists, and you will not find it in biology textbooks. Yet, the story is just as relevant today as it was eighty years ago: Turing and von Neumann left a blueprint for studying biological systems as if they were computing machines. This approach may hold the key to answering many remaining questions in Biology and could even lead to advances in computer science.

摘要

在 20 世纪 30 年代中期,英国数学家和逻辑学家艾伦·图灵发明了一种想象中的机器,它可以通过人类计算机模拟操作有限符号配置的过程。他的机器开创了计算机科学领域,并为现代可编程计算机奠定了基础。十年后,在美国出生的匈牙利裔数学家约翰·冯·诺依曼在图灵的机器基础上发明了一种想象中的自我复制机器,这种机器能够进行无限制的进化。通过他的机器,冯·诺依曼回答了生物学中最深奥的问题之一:为什么所有的生物都以 DNA 的形式携带自我描述?计算机科学两位先驱在发现 DNA 双螺旋结构多年前偶然发现生命秘密的故事,并不为生物学家所熟知,也不会出现在生物学教科书中。然而,这个故事在今天和 80 年前一样具有现实意义:图灵和冯·诺依曼为研究生物系统留下了蓝图,就像它们是计算机一样。这种方法可能是回答生物学中许多剩余问题的关键,甚至可能导致计算机科学的进步。

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