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Hands-On Data Structures and Algorithms with Python

You're reading from   Hands-On Data Structures and Algorithms with Python Write complex and powerful code using the latest features of Python 3.7

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Product type Paperback
Published in Oct 2018
Publisher Packt
ISBN-13 9781788995573
Length 398 pages
Edition 2nd Edition
Languages
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Authors (2):
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Benjamin Baka Benjamin Baka
Author Profile Icon Benjamin Baka
Benjamin Baka
Dr. Basant Agarwal Dr. Basant Agarwal
Author Profile Icon Dr. Basant Agarwal
Dr. Basant Agarwal
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Toc

Table of Contents (16) Chapters Close

Preface 1. Python Objects, Types, and Expressions 2. Python Data Types and Structures FREE CHAPTER 3. Principles of Algorithm Design 4. Lists and Pointer Structures 5. Stacks and Queues 6. Trees 7. Hashing and Symbol Tables 8. Graphs and Other Algorithms 9. Searching 10. Sorting 11. Selection Algorithms 12. String Algorithms and Techniques 13. Design Techniques and Strategies 14. Implementations, Applications, and Tools 15. Other Books You May Enjoy

Complexity classes

Complexity classes group problems on the basis of their difficulty level, and the resources required in terms of time and space to solve them. In this section, we discuss the N, NP, NP-Complete, and NP-Hard complexity classes.

P versus NP

The advent of computers has sped up the rate at which certain tasks can be performed. In general, computers are good at perfecting the art of calculation and solving problems that can be reduced to a set of mathematical computations.

However, this assertion is not entirely true. There are some classes of problems that take an enormous amount of time for the computer to make a sound guess, let alone find the right solution.

In computer science, the class of problems that...

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