Think Complexity, 2nd Edition [推广有奖]

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nk19901003 发表于 2018-8-3 19:59:27 |AI写论文

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新增中文版

Author: Allen Downey
ISBN-10: 1492040207
Year: 2018
Pages: 200
Language: Chinese/English
File format: ePub
Book Description:  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.