Book
Mathematics and Computation: A Theory Revolutionizing Technology and Science
by Avi Wigderson
📖 Overview
Mathematics and Computation provides a broad survey of computational complexity theory and its connections to other fields. The book covers fundamental concepts like algorithms, proofs, and randomness while explaining their role in modern technology and scientific advancement.
The text progresses from basic mathematical foundations through advanced topics in cryptography, quantum computing, and computational learning theory. Wigderson presents key ideas, theorems, and open problems that shape current research in theoretical computer science and mathematics.
Technical material is balanced with historical context and real-world applications, making complex concepts accessible to readers from different backgrounds. The book includes hundreds of exercises and extensive references for further study.
The work demonstrates how the interplay between mathematics and computation drives innovation across disciplines while raising questions about the nature of intelligence, proof, and randomness in our universe.
👀 Reviews
Readers appreciate the book's comprehensive coverage of computational complexity theory and its connections to other fields. Many note it strikes a balance between technical depth and accessibility for graduate-level readers.
Liked:
- Clear explanations of complex topics
- Strong focus on practical applications
- High quality illustrations and diagrams
- Thorough references and citations
Disliked:
- Too advanced for undergraduate students
- Some sections require significant mathematical background
- Dense presentation can be overwhelming
- High price point ($85-120)
Ratings:
Goodreads: 4.38/5 (21 ratings)
Amazon: 4.6/5 (32 ratings)
Notable reader comments:
"Covers an impressive breadth of material while maintaining rigor" - Amazon reviewer
"Would not recommend for self-study without strong math foundation" - Goodreads reviewer
"Best as a reference text rather than cover-to-cover read" - Mathematics Stack Exchange user
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🤔 Interesting facts
🔢 The book took Avi Wigderson over a decade to write and draws from his 40 years of experience in theoretical computer science and mathematics.
🏆 Avi Wigderson received the prestigious Abel Prize in 2021 (often called the "Nobel Prize of Mathematics") for his groundbreaking work in theoretical computer science.
🌐 The book explores P vs NP, one of the most important unsolved problems in mathematics and computer science, with a million-dollar prize offered by the Clay Mathematics Institute for its solution.
📚 Despite covering complex topics like cryptography and quantum computing, the book is written to be accessible to undergraduates, with each chapter structured to be relatively independent.
🎓 Wigderson serves as the Herbert H. Maass Professor at the Institute for Advanced Study in Princeton, the same institution where Albert Einstein spent his later years.