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Learning Functional Data Structures and Algorithms

You're reading from   Learning Functional Data Structures and Algorithms Learn functional data structures and algorithms for your applications and bring their benefits to your work now

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Product type Paperback
Published in Feb 2017
Publisher Packt
ISBN-13 9781785888731
Length 318 pages
Edition 1st Edition
Languages
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Authors (2):
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Raju Kumar Mishra Raju Kumar Mishra
Author Profile Icon Raju Kumar Mishra
Raju Kumar Mishra
Atul S. Khot Atul S. Khot
Author Profile Icon Atul S. Khot
Atul S. Khot
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Table of Contents (14) Chapters Close

Preface 1. Why Functional Programming? FREE CHAPTER 2. Building Blocks 3. Lists 4. Binary Trees 5. More List Algorithms 6. Graph Algorithms 7. Random Access Lists 8. Queues 9. Streams, Laziness, and Algorithms 10. Being Lazy - Queues and Deques 11. Red-Black Trees 12. Binomial Heaps 13. Sorting

Summary


We looked at lists again, but in a different light. We revisited the list prepending and appending techniques and saw that prepending a node to a list has O(1) complexity. It is a very fast operation, sharing most of the existing list.

Appending to a list is very costly though, as we end up copying the entire existing list. We looked at list reversal and saw how we could express the list reversal algorithm in terms of list prepending.

Next, we saw how extensively list prepending is used. We looked at directed graphs, modeling them as a list of pairs.

We also implemented common graph algorithms, such as getting successors of a node and a depth-first traversal.

Incrementally tweaking the depth-first traversal, we came up with topological sorting, a sequence that respects precedence. We also implemented cycle detection and printing.

Hopefully, this gave you a taste of functional algorithms. In the next chapter, we will look at random access lists, yet another fascinating data structure-...

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