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Category Theory for the Sciences (MIT Press) - Essential Math Book for Scientists, Engineers & Researchers | Study Guide for Advanced Mathematics Concepts
Category Theory for the Sciences (MIT Press) - Essential Math Book for Scientists, Engineers & Researchers | Study Guide for Advanced Mathematics Concepts

Category Theory for the Sciences (MIT Press) - Essential Math Book for Scientists, Engineers & Researchers | Study Guide for Advanced Mathematics Concepts

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An introduction to category theory as a rigorous, flexible, and coherent modeling language that can be used across the sciences.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.Category Theory for the Sciences 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.

Reviews

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David Spivak is a welcome new breed of MIT lecturer whose passion is to motivate, engage, and facilitate a students learning of a subject.Its predecessors are "Category Theory for Computer Scientists" Barr & Wells, "A First Introduction to Categories" - Lawvere & Schnauel, and"Category Theory" -Awodey. This book is a Rosetta Stone for understanding the forthcoming new applications of Category Theory to real world issues such as the foundations of computer science (e.g., Algebraic Theory of Machines - Jack Rhodes and Ken Khon) and physics ( e.g., John Baez).Where was Spivak when one first encountered the new and ethereal Category Theory in the late 1950's under Dan Kan, Warren Ambrose, andSerge Lang. Closest comparison would be BUD/S training.And let us not forget the esteemed George Whitehead classes ( e.g. "Elements of Homotopy Theory"which was based on his lectures ):--- Enter the class room; start writing as fast as possible on the blackboard mimicking tap-dancing squirrels, andwhen reaching the end of the blackboards erasing the first board. Carpal Tunnel Syndrome for the few survives of his course.As with Barr & Wells, Spivak supplies answers that facilitate grasping the underlying metaphors of the subject presented with instant feedbackallowing a natural progression of the subject. He smoothly inculcates the reader with the metaphors for further study such as Grothendieck Construction and Topos theory. Peter T. Johnstone's Olympian "Topos Theory " (Dover) and "Sketches of an Elephant" are the ultimate injoyous reading for the mathematically 'deranged' who cannot get enough.Only one kvetch. The printing of the text is so light that one wonders if MIT Press had run out of toner, making reading a chore for older readers.In contrast, Norbert Wiener's "Cybernetics 2", 1960 is still readable because real ink was used.In conclusion Spivak's book is a joy and an important gateway for a scientist of the new emerging fields.
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