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Think Complexity: Complexity Science and Computational Modeling, Second Edition

By Allen Downey
MRP: Rs.575.00 You save: Rs.86.25 (15%)
Net Price: Rs.488.75
Price in points: 489 points
Reward points: 5 points
9789352137558
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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.

Author:
Allen Downey
Binding:
Paperback
Condition Type:
New
Country Origin:
India
Edition :
2nd
Leadtime to ship in days (default):
Usually ships in 2 days
Page:
200
Publisher:
Shroff/O'Reilly
Year:
2018

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