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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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Table of Contents (16) Chapters Close

Preface 1. Python Objects, Types, and Expressions FREE CHAPTER 2. Python Data Types and Structures 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

Binary trees

A binary tree is one in which each node has a maximum of two children. The nodes in the binary tree are organized in the form of left sub-tree and right sub-tree. If the tree has a root, R, and two sub-trees, that is, left sub-tree T1, and right sub-tree T2, then their roots are called left successor and right successor, respectively.

The following diagram is an example of a binary tree with five nodes:

Here are the following observations that we have made regarding the preceding diagram:

  • Each node holds a reference to a right and left node if the nodes do not exist
  • The root node is denoted with 5
  • The root node has two sub-trees, where the left sub-tree has one node, that is, a node with a value of 3, and the right sub-tree has three nodes with the values 7, 6, and 9
  • The node with a value of 3 is a left successor node, whereas the node with a value of 7 is the...
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