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R Data Structures and Algorithms

You're reading from   R Data Structures and Algorithms Increase speed and performance of your applications with effi cient data structures and algorithms

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Product type Paperback
Published in Nov 2016
Publisher Packt
ISBN-13 9781786465153
Length 276 pages
Edition 1st Edition
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Authors (2):
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Achyutuni Sri Krishna Rao Achyutuni Sri Krishna Rao
Author Profile Icon Achyutuni Sri Krishna Rao
Achyutuni Sri Krishna Rao
PKS Prakash PKS Prakash
Author Profile Icon PKS Prakash
PKS Prakash
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Exercises


  1. Write a bin sort and radix sort algorithm using linked lists. Compare their runtime with algorithms implemented using lists.

  2. Rewrite the original selection sort algorithm such that redundant swaps (of the same elements) are removed, and also compare its system runtime with the original algorithm.

  3. Out of the following, which algorithm preserves the original ordering of duplicate elements in the input vector? Can you suggest modifications which can prevent redundant swaps from occurring?

    • Insertion sort

    • Bubble sort

    • Selection sort

    • Shell sort

    • Merge sort

    • Quick sort

    • Heap sort

    • Bin sort

    • Radix sort

  4. Can you prove why comparison-based sorting algorithms require a minimum asymptotic complexity of O(nlog n) for worst-case scenarios?

  5. Compare the empirical performance of merge sort using vector-based and linked list based implementation.

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