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Python Data Structures and Algorithms

You're reading from   Python Data Structures and Algorithms Improve application performance with graphs, stacks, and queues

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Product type Paperback
Published in May 2017
Publisher Packt
ISBN-13 9781786467355
Length 310 pages
Edition 1st Edition
Languages
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Author (1):
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Benjamin Baka Benjamin Baka
Author Profile Icon Benjamin Baka
Benjamin Baka
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Table of Contents (14) 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. Design Techniques and Strategies 13. Implementations, Applications, and Tools

Classification of algorithms

There exist a number of classification schemes that are based on the goal that an algorithm has to achieve. In the previous chapters, we implemented a number of algorithms. One question that may arise is, do these algorithms share the same form? If yes, what are the similarities and characteristics being used as the basis? If no, can the algorithms be grouped into classes?

These are the questions we will examine as we tackle the major modes of classifying algorithms.

Classification by implementation

When translating a series of steps or processes into a working algorithm, there are a number of forms that it may take. The heart of the algorithm may employ some assets, described further in this...

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