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Applying Math with Python

You're reading from   Applying Math with Python Over 70 practical recipes for solving real-world computational math problems

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Product type Paperback
Published in Dec 2022
Publisher Packt
ISBN-13 9781804618370
Length 376 pages
Edition 2nd Edition
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Concepts
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Author (1):
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Sam Morley Sam Morley
Author Profile Icon Sam Morley
Sam Morley
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Table of Contents (13) Chapters Close

Preface 1. Chapter 1: An Introduction to Basic Packages, Functions, and Concepts 2. Chapter 2: Mathematical Plotting with Matplotlib FREE CHAPTER 3. Chapter 3: Calculus and Differential Equations 4. Chapter 4: Working with Randomness and Probability 5. Chapter 5: Working with Trees and Networks 6. Chapter 6: Working with Data and Statistics 7. Chapter 7: Using Regression and Forecasting 8. Chapter 8: Geometric Problems 9. Chapter 9: Finding Optimal Solutions 10. Chapter 10: Improving Your Productivity 11. Index 12. 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 this strategy, they...

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