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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 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

Technical implementation

Let's dig into the implementation of some of the theoretical programming techniques we have discussed. We start with dynamic programming.

Implementation using dynamic programming

As we have already described, in this approach, we divide a given problem into smaller subproblems. In finding the solution, care is taken not to recompute any of the previously encountered subproblems.

This sounds a bit like recursion, but things are a little different here. A problem may lend itself to being solved by using dynamic programming, but will not necessarily take the form of making recursive calls.

One property that makes a problem an ideal candidate for being solved with dynamic programming is that it has...

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