Modeling and Simulation in Python

Modeling and Simulation in Python
By 作者: Allen B. Downey
Pub Date: 2017
ISBN: n/a
Pages: 255
Language: English
Format: PDF
Size: 10 Mb
Modeling and Simulation in Python is an introduction to physical modeling using a computational approach.It is organized in three parts:

  • The first part presents discrete models, including a bikeshare system and world population growth.
  • The second part introduces first-order systems, including models of infectious disease, thermal systems, and chemical kinetics.
  • The third part is about second-order systems, including mechanical systems like projectiles, celestial mechanics, and rotating rigid bodies.

Taking a computational approach makes it possible to work with more realistic models than what you typically see in a first-year physics class, with the option to include features like friction and drag.
Python is an ideal programming language for this material. It is a good first language for people who have not programmed before, and it provides high-level data structures that are well-suited to express solutions to the problems we are interested in.

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