Category Theory for the Sciences (David I. Spivak)

Featured
 
0.0 (0)
Category Theory for the Sciences (David I. Spivak)

In order to unite and synthesize many areas of mathematics, category theory was developed in the 1940s, and it has proven to be extremely effective at fostering effective communication between diverse subjects and subfields of mathematics.

This book demonstrates how category theory can be used in the sciences as a rigorous, adaptable, and cohesive modeling language. The capacity to translate between different organizational structures is becoming more and more crucial in the sciences since information is essentially dynamic and may be structured and reorganized in endless ways.

A unified framework for information modeling provided by category theory can aid in the transfer of knowledge between disciplines. The book is rigorous but understandable to non-mathematicians since it is written in an interesting and easy manner and assumes little prior knowledge of mathematics.

It starts with sets and functions before introducing the reader to concepts that are basic to mathematics, such as monoids, groups, orders, and graphs, which are actually categories in disguise. The book goes through other topics including limits, colimits, functor categories, sheaves, monads, and operads after explaining the "main three" notions of category theory: categories, functors, and natural transformations.

Instead of concentrating on theorems and proofs, the book illustrates category theory through examples and activities. More than 300 exercises with solutions are included.

The goal of this book is to build a bridge between the enormous variety of mathematical ideas employed by mathematicians and the models and conceptual frameworks utilized in fields like computer, neuroscience, and physics.

Ebook Details

About the Authors
At MIT, David I. Spivak works as a research scientist in the mathematics division. His current work focuses on categorical informatics, which uses category theory to examine how people use information in the real world. Derived Manifolds, Infinity categories (also known as quasi-categories), and Physics have all been the topic of prior investigation.
Publisher
Published
Published Date / Year
1 edition (October 10, 2014)
License(s)
Attribution-Noncommercial-Share Alike 3.0
Hardcover
496 pages
eBook Format
HTML, PDF, ePub, Mobi (Kindle), etc.
Language
English
ISBN-13
978-0262028134

Similar Programming & Computer Books

Tracer des graphes avec Metapost - Drawing graphs with Metapost (John D. Hobby)
In this free programming manual, a graph-drawing package that has been added to the Metapost graphics language is described. A robust macro tool is available in METAPOST to implement...
Analytic Number Theory: A Tribute to Gauss and Dirichlet (William Duke, et al)
The essays in this volume are based on presentations made at the Gauss-Dirichlet Conference, which took place in Gottingen, Germany, from June 20–24, 2005. The conference honored the 200th...
The Story of Euclid (W. B. Frankland)
Greek mathematician Euclid is frequently referred to as the "Father of Geometry." His Elements was the primary textbook for teaching mathematics (particularly geometry) from the time of its release...
Genomes, 2nd Edition (Terence A. Brown)
Genomes, which examines contemporary molecular genetics from a genomics viewpoint, has undergone a thorough rewrite to take into account the significant developments of the previous three years. ...
Hubble 25: A Quarter-Century of Discovery with the Hubble Space Telescope (Dylan Steele)
Explore 25 of the most stunning and important photos produced by the Hubble Space Telescope in honor of its 25th birthday. These photos, which range from planets in our...
Hubble's Legacy: Reflections by Those Who Dreamed It, Built It, and Observed the Universe with It (Roger D. Launius, et al)
The goal of this free programming book is to chronicle the development of this iconic equipment. It includes comments from prominent scientists, administrators, and one of the major astronauts...
In the Light of Evolution: Brain and Behavior (Georg F. Striedter, et al)
The subject of this free programming book is evolutionary neuroscience, a topic that today encompasses a wide range of various methodologies, data kinds, and species. ...
Aging by Design (Theodore Goldsmith)
The remainder of the book discusses research findings and observations that shed light on the factors underlying biological aging. These include studies on animals that don't appear to age,...
On The Origin of the Human Mind (Andrey Vyshedskiy)
Readers who desire to approach the mind from a scientific standpoint will benefit most from the book. The book is written in an interesting, simple-to-read format. There is no...
Science, Evolution, and Creationism (National Academy of Sciences, Institute of Medicine)
The research being done to use the theory of evolution to treat and prevent human disease, create new agricultural products, and promote industrial breakthroughs is examined in this book....

Others Programming Books by David I. Spivak

An Invitation to Applied Category Theory: Seven Sketches in Compositionality (Brendan Fong, et al)
Category Theory is unequaled in its capacity to arrange and layer abstractions and uncover commonalities across structures of all types. It is now proven to be a potent instrument...

Others Programming Books by The MIT Press

Cellular: An Economic and Business History of the International Mobile-Phone Industry (Daniel D. Garcia-Swartz, et al)
From the late 1970s to the present, charts the development of the global cellular industry. It took exceptional collaboration between businesses, governments, and industrial sectors for the mobile phone...
The Ecology of Games: Connecting Youth, Games, and Learning (Katie Salen)
Little has been published on an overall "ecology" of gaming, game design, and play - mapping the ways that all the various elements, from code to social practices to...
Categories, Types, and Structures: An Introduction to Category Theory for the Working Computer Scientist (Andrea Asperti, et al)
This free programming book offers an accessible introduction to category theory for computer scientists as well as useful examples in the context of programming language design. In "Categories, Types...
Sheaf Theory through Examples (Daniel Rosiak)
This free programming book offers a clear introduction to elementary sheaf theory from the standpoint of applied category theory and explores several applications, such as n-colorings of graphs, satellite...
Wandering Games (Melissa Kagen)
Games may use wandering as a topic, formal style, metaphor for aesthetics, or player action. It can refer to moving forward, moving backward, traveling, meandering, or escaping. ...
Probabilistic Machine Learning: Advanced Topics (Kevin Patrick Murphy)
In this book, we broaden the use of machine learning to more difficult issues.
Introduction to Online Convex Optimization (Elad Hazan)
In this book, optimization is portrayed as a procedure. It is not realistic to draw out a thorough theoretical model and utilize traditional algorithmic theory and/or mathematical optimization in...
Statistical Mechanics of Lattice Systems: A Concrete Mathematical Introduction (Sacha Friedli, et al)
Using a variety of specific models, such as the Curie-Weiss and Ising models, the Gaussian free field, O(n) models, and models with Ka interactions, this inspiring textbook provides a...
Software Design for Flexibility: How to Avoid Programming Yourself into a Corner (Chris Hanson, et al)
Techniques for designing huge systems that are easily reconfigurable for different scenarios with very modest programming changes.
Global Fintech: Financial Innovation in the Connected World (David L. Shrier, et al.)
The global financial services industry has been completely transformed by artificial intelligence, big data, blockchain, and other new technologies, opening up new prospects for business owners and corporate innovators....
Structure and Interpretation of Computer Programs, JavaScript Edition (Harold Abelson, et al.)
By building a number of mental models for computation, this book introduces the reader to the fundamental concepts of computation.
The New Hacker's Dictionary (The Jargon File) by Eric S. Raymond
This page includes a glossary of terminology used by various computer hacker subcultures. What we describe here is the language hackers use among themselves for amusement, social contact, and...
Algorithms for Decision Making (Mykel Kochenderfer, et al)
In this book, algorithms for making decisions in the face of uncertainty are introduced in great detail. It introduces the underlying mathematical problem formulations and the strategies for addressing...
Machine Learning: A Probabilistic Perspective (Kevin Patrick Murphy)
Automated data analysis techniques are necessary given the Web-enabled flood of electronic data we face today. These are provided by machine learning, which creates techniques that can automatically find...
Exploratory Programming for the Arts and Humanities (Nick Montfort)
There are no prerequisites or assuming prior programming experience in this book, which introduces programming to readers interested in the arts and humanities.
The Constitution of Algorithms: Ground-Truthing, Programming, Formulating (Florian Jaton)
The technologies we use every day are powered by algorithms, which are sometimes used interchangeably with words like "big data," "machine learning," and "artificial intelligence." Arguments concerning the real...
Linguistics for the Age of AI (Marjorie McShane, et al)
This book presents a model of language understanding for intelligent agent systems that is human-inspired and linguistically complex.
Probabilistic Machine Learning: An Introduction (Kevin Patrick Murphy)
Using probabilistic models and inference as a unifying strategy, this book provides a thorough introduction to machine learning.
How Humans Judge Machines (Cesar A. Hidalgo, et al)
A thorough analysis of how individuals respond to human activities versus machine actions. This book investigates when and why people differentiate between humans and machines through dozens of tests....
Certified Programming with Dependent Types: A Pragmatic Introduction to the Coq Proof Assistant (Adam Chlipala)
Many different computer science research endeavors can benefit from the use of mechanized program verification technologies, and the use of similar formal proof-checking tools in mathematics and engineering is...

User reviews

There are no user reviews for this listing.
Ratings
Rate this Book
Comments