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C++ Data Structures and Algorithm Design Principles

You're reading from   C++ Data Structures and Algorithm Design Principles Leverage the power of modern C++ to build robust and scalable applications

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Product type Paperback
Published in Oct 2019
Publisher
ISBN-13 9781838828844
Length 626 pages
Edition 1st Edition
Languages
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Authors (4):
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Anil Achary Anil Achary
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Anil Achary
John Carey John Carey
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John Carey
Payas Rajan Payas Rajan
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Payas Rajan
Shreyans Doshi Shreyans Doshi
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Shreyans Doshi
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Toc

Table of Contents (11) Chapters Close

About the Book 1. Lists, Stacks, and Queues FREE CHAPTER 2. Trees, Heaps, and Graphs 3. Hash Tables and Bloom Filters 4. Divide and Conquer 5. Greedy Algorithms 6. Graph Algorithms I 7. Graph Algorithms II 8. Dynamic Programming I 9. Dynamic Programming II 1. Appendix

Tabulation – the Bottom-Up Approach

The heart of dynamic programming is tabulation, which is the inverse approach to memoization. In fact, though the term dynamic programming is sometimes applied to both memoization and tabulation, its use is generally assumed to refer specifically to the latter.

The standard implementation of tabulation consists of storing the solutions for the base cases and then iteratively filling a table with the solutions for every subproblem, which can then be reused to find the solutions for other subproblems. Tabulated solutions are generally considered to be a bit harder to conceptualize than memoized ones because the state of each subproblem must be represented in a way that can be expressed iteratively.

A tabulated solution to computing the Fibonacci sequence would look like this:

int Fibonacci(int n)

{

        vector<int> DP(n + 1, 0);

        DP[1] = 1;

   ...

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