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Seven Sketches in Compositionality：An Invitation to Applied Category Theory

作者: Brendan Fong , David I. Spivak

出版社: Cambridge University Press

出版时间: 2019-08

ISBN: 9781108711821

装帧: 其他

页数: 350页

分类: 外文古旧书>英文书>文学

1人买过

Category theory is unmatched in its ability to organize and layer abstractions and to find commonalities between structures of all sorts. No longer the exclusive preserve of pure mathematicians, it is now proving itself to be a powerful tool in science, informatics, and industry. By facilitating communication between communities and building rigorous bridges between disparate worlds, applied category theory has the potential to be a major organizing force. This book offers a self-contained tour of applied category theory. Each chapter follows a single thread motivated by a real-world application and discussed with category-theoretic tools. We see data migration as an adjoint functor, electrical circuits in terms of monoidal categories and operads, and collaborative design via enriched profunctors. All the relevant category theory, from simple to sophisticated, is introduced in an accessible way with many examples and exercises, making this an ideal guide even for those without experience of university-level mathematics. Brendan Fong is a postdoctoral associate in the Department of Mathematics at the Massachusetts Institute of Technology. His research explores how we use pictures to represent and reason about the systems around us, and how to understand the world from a relational point of view. These topics find their intersection in applied category theory. Chapter 1: Cascade effects: posets and adjunctions.
(Video missing)
Chapter 2: Data transformations: categories, functors, universal constructions. For an open source implementation of these ideas, go to Categorical Informatics.
Video: Part 1 and Part 2.
Chapter 3: Resource theories and navigation: Monoidal posets and enrichment.
Video: Part 1, Part 2, and Part 3.
Chapter 4: Collaborative design: Profunctors, categorification, and monoidal categories. For an open-source implementation of these ideas, go to Co-design.science
(Video missing)
Chapter 5: Signal flow diagrams: Props, presentations, and proofs.
Video Part 1, Part 2, Part 3.
Chapter 6: Electric circuits: hypergraph categories and operads.
Video Part 1, Part 2, Part 3, Part 4, Part 5.
Chapter 7: Logic of behavior: sheaves toposes, and internal languages.
Video Part 1, Part 2, Part 3.
内容简介:
Category theory is unmatched in its ability to organize and layer abstractions and to find commonalities between structures of all sorts. No longer the exclusive preserve of pure mathematicians, it is now proving itself to be a powerful tool in science, informatics, and industry. By facilitating communication between communities and building rigorous bridges between disparate worlds, applied category theory has the potential to be a major organizing force. This book offers a self-contained tour of applied category theory. Each chapter follows a single thread motivated by a real-world application and discussed with category-theoretic tools. We see data migration as an adjoint functor, electrical circuits in terms of monoidal categories and operads, and collaborative design via enriched profunctors. All the relevant category theory, from simple to sophisticated, is introduced in an accessible way with many examples and exercises, making this an ideal guide even for those without experience of university-level mathematics.
作者简介:
Brendan Fong is a postdoctoral associate in the Department of Mathematics at the Massachusetts Institute of Technology. His research explores how we use pictures to represent and reason about the systems around us, and how to understand the world from a relational point of view. These topics find their intersection in applied category theory.
目录:
Chapter 1: Cascade effects: posets and adjunctions.
(Video missing)
Chapter 2: Data transformations: categories, functors, universal constructions. For an open source implementation of these ideas, go to Categorical Informatics.
Video: Part 1 and Part 2.
Chapter 3: Resource theories and navigation: Monoidal posets and enrichment.
Video: Part 1, Part 2, and Part 3.
Chapter 4: Collaborative design: Profunctors, categorification, and monoidal categories. For an open-source implementation of these ideas, go to Co-design.science
(Video missing)
Chapter 5: Signal flow diagrams: Props, presentations, and proofs.
Video Part 1, Part 2, Part 3.
Chapter 6: Electric circuits: hypergraph categories and operads.
Video Part 1, Part 2, Part 3, Part 4, Part 5.
Chapter 7: Logic of behavior: sheaves toposes, and internal languages.
Video Part 1, Part 2, Part 3.

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Seven Sketches in Compositionality：An Invitation to Applied Category Theory

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