Modeling and Simulation in Python

Modeling and Simulation in Python

This book is used in a class called Modeling and Simulation at Olin College, which all students take in their first semester. It teaches the entire modeling process and give students a chance to practice it.

Tag(s): Python

Publication date: 01 Jan 2017

ISBN-10: n/a

ISBN-13: n/a

Paperback: 247 pages

Views: 3,387

Type: Book

Publisher: Green Tea Press

License: Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International

Post time: 25 Feb 2021 12:00:00

Modeling and Simulation in Python

Modeling and Simulation in Python This book is used in a class called Modeling and Simulation at Olin College, which all students take in their first semester. It teaches the entire modeling process and give students a chance to practice it.
Tag(s): Python
Publication date: 01 Jan 2017
ISBN-10: n/a
ISBN-13: n/a
Paperback: 247 pages
Views: 3,387
Document Type: Book
Publisher: Green Tea Press
License: Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International
Post time: 25 Feb 2021 12:00:00
Summary/Excerpts of (and not a substitute for) the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International:
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From the Preface:

Allen B. Downey wrote:
The essential skills of modeling — abstraction, analysis, simulation, and validation — are central in engineering, natural sciences, social sciences, medicine, and many other fields. Some students learn these skills implicitly, but in most schools they are not taught explicitly, and students get little practice. That's the problem this book is meant to address.

At Olin College, we use this book in a class called Modeling and Simulation, which all students take in their first semester. My colleagues, John Geddes and Mark Somerville, and I developed this class and taught it for the first time in 2009.

It is based on our belief that modeling should be taught explicitly, early, and throughout the curriculum. It is also based on our conviction that computation is an essential part of this process.

If students are limited to the mathematical analysis they can do by hand, they are restricted to a small number of simple physical systems, like a projectile moving in a vacuum or a block on a frictionless plane.

And they will only work with bad models; that is, models that are too simple for their intended purpose. In nearly every mechanical system, air resistance and friction are essential features; if we ignore them, our predictions will be wrong and our designs won't work.

In most freshman physics classes, students don't make modeling decisions; sometimes they are not even aware of the decisions that have been made for them. Our goal is to teach the entire modeling process and give students a chance to practice it.

This book teaches the entire modeling process and give students a chance to practice it. It is used in a class called Modeling and Simulation at Olin College, which all students take in their first semester.




About The Author(s)


Allen B. Downey (born May 11, 1967) is an American computer scientist, Professor of Computer Science at the Franklin W. Olin College of Engineering and writer of free textbooks. Downey received in 1989 his BS and in 1990 his MA, both in Civil Engineering from the Massachusetts Institute of Technology, and his PhD in Computer Science from the University of California at Berkeley in 1997.
 

Allen B. Downey

Allen B. Downey (born May 11, 1967) is an American computer scientist, Professor of Computer Science at the Franklin W. Olin College of Engineering and writer of free textbooks. Downey received in 1989 his BS and in 1990 his MA, both in Civil Engineering from the Massachusetts Institute of Technology, and his PhD in Computer Science from the University of California at Berkeley in 1997.
 


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