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Applying Math with Python

You're reading from   Applying Math with Python Practical recipes for solving computational math problems using Python programming and its libraries

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Product type Paperback
Published in Jul 2020
Publisher Packt
ISBN-13 9781838989750
Length 358 pages
Edition 1st Edition
Languages
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Authors (2):
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Sam Morley Sam Morley
Author Profile Icon Sam Morley
Sam Morley
Sam Morley Sam Morley
Author Profile Icon Sam Morley
Sam Morley
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Table of Contents (12) Chapters Close

Preface 1. Basic Packages, Functions, and Concepts 2. Mathematical Plotting with Matplotlib FREE CHAPTER 3. Calculus and Differential Equations 4. Working with Randomness and Probability 5. Working with Trees and Networks 6. Working with Data and Statistics 7. Regression and Forecasting 8. Geometric Problems 9. Finding Optimal Solutions 10. Miscellaneous Topics 11. Other Books You May Enjoy

Analyzing simple two-player games

Game theory is a branch of mathematics concerned with the analysis of decision-making and strategy. It has applications in economics, biology, and behavioral science. Many seemingly complex situations can be reduced to a relatively simple mathematical game that can be analyzed in a systematic way to find "optimal" solutions.

A classic problem in game theory is the prisoner's dilemma, which, in its original form, is as follows: two co-conspirators are caught and must decide whether to remain quiet or to testify against the other. If both remain quiet, they both serve a 1-year sentence; if one testifies but the other does not, the testifier is released and the other serves a 3-year sentence; and if both testify against one another, they both serve a 2-year sentence. What should each conspirator do? It turns out that the best choice each conspirator can make, given any reasonable distrust of the other, is to testify. Adopting...

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