Think Complexity: Complexity Science and Computational Modeling
Language: English
Published by O'Reilly Media, 2018
- Softcover
- Used
Seller: Three Hegemons Books, Brooklyn, NY, U.S.A.Three Hegemons Books
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- Title
- Think Complexity: Complexity Science and Computational Modeling
- Author
- Downey, Allen B.
- Publisher
- O'Reilly Media
- Publication year
- 2018
- Condition
- Very Good
- Binding
- paperback
- Language
- English
- ISBN 10
- 1492040207
- ISBN 13
- 9781492040200
- Edition
- 2nd Edition
- Item weight
- 13 ounces
- Dimensions
- 7x0x9
Complexity science uses computation to explore the physical and social sciences. In Think Complexity, you'll use graphs, cellular automata, and agent-based models to study topics in physics, biology, and economics.
Whether you're an intermediate-level Python programmer or a student of computational modeling, you'll delve into examples of complex systems through a series of worked examples, exercises, case studies, and easy-to-understand explanations.
In this updated second edition, you will:
- Work with NumPy arrays and SciPy methods, including basic signal processing and Fast Fourier Transform
- Study abstract models of complex physical systems, including power laws, fractals and pink noise, and Turing machines
- Get Jupyter notebooks filled with starter code and solutions to help you re-implement and extend original experiments in complexity; and models of computation like Turmites, Turing machines, and cellular automata
- Explore the philosophy of science, including the nature of scientific laws, theory choice, and realism and instrumentalism
Ideal as a text for a course on computational modeling in Python, Think Complexity also helps self-learners gain valuable experience with topics and ideas they might not encounter otherwise.
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About the Author
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Three Hegemons Books
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