Think Complexity : Complexity Science and Computational Modeling, 2/e (Paperback)
- 出版商: O'Reilly
- 出版日期: 2018-08-14
- 定價: $1,570
- 售價: 9.0 折 $1,413
- 語言: 英文
- 頁數: 200
- 裝訂: Paperback
- ISBN: 1492040207
- ISBN-13: 9781492040200
Think Complexity｜複雜性科學與計算模型設計, 2/e (Think Complexity : Complexity Science and Computational Modeling, 2/e) (繁中版)
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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.