Category Theory for the Sciences

Category Theory for the Sciences

简介:

范畴论是在20世纪40年代发明的,目的是统一和综合数学中的不同领域,事实证明,它在实现数学中不同领域和子领域之间的强大交流方面非常成功。这本书表明,范畴论在数学之外作为一种严谨,灵活和连贯的建模语言在整个科学中都是有用的。信息本质上是动态的; 同样的想法可以以无数的方式组织和重组,并且在这种组织结构之间进行转换的能力在科学中变得越来越重要。范畴论为信息建模提供了一个统一的框架,可以促进学科之间知识的转化。这本书以引人入胜且直截了当的风格写成,并且几乎没有数学背景,这本书很严谨,但非数学家却可以使用。使用数据库作为类别理论的条目,它从集合和函数开始,然后向读者介绍数学中的基本概念: 类元,组,顺序和图形-变相的类别。在解释了范畴论的 “三大” 概念-类别,函子和自然变换之后,本书涵盖了其他主题,包括极限,colimits,函子类别,滑轮,单子和操作数。本书通过示例和练习来解释范畴论,而不是专注于定理和证明。它包括300多个练习和解决方案。本书旨在在数学家使用的大量数学概念与计算,神经科学和物理学等科学学科的模型和框架之间架起一座桥梁。

英文简介:

Category Theory was invented in the 1940s to unify and synthesize different areas in mathematics, and it has proven remarkably successful in enabling powerful communication between disparate fields and subfields within mathematics.

This book shows that category theory can be useful outside of mathematics as a rigorous, flexible, and coherent modeling language throughout the sciences. Information is inherently dynamic; the same ideas can be organized and reorganized in countless ways, and the ability to translate between such organizational structures is becoming increasingly important in the sciences.

Category theory offers a unifying framework for information modeling that can facilitate the translation of knowledge between disciplines. Written in an engaging and straightforward style, and assuming little background in mathematics, the book is rigorous but accessible to non-mathematicians.

Using databases as an entry to category theory, it begins with sets and functions, then introduces the reader to notions that are fundamental in mathematics: monoids, groups, orders, and graphs -- categories in disguise. After explaining the "big three" concepts of category theory -- categories, functors, and natural transformations -- the book covers other topics, including limits, colimits, functor categories, sheaves, monads, and operads.

The book explains category theory by examples and exercises rather than focusing on theorems and proofs. It includes more than 300 exercises, with solutions.

This book is intended to create a bridge between the vast array of mathematical concepts used by mathematicians and the models and frameworks of such scientific disciplines as computation, neuroscience, and physics.

书名
Category Theory for the Sciences
译名
科学范畴论
语言
英语
年份
2014
页数
609页
大小
23.76 MB
下载
pdf iconCategory Theory for the Sciences.pdf
密码
65536

最后更新:2025-04-12 23:57:46

←Mathematical Surprises

→A Gentle Introduction to the Art of Mathematics