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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

8. Dynamic Programming I

Learning Objectives

By the end of this chapter, you will be able to:

  • Analyze whether the dynamic programming approach can be applied to a given problem
  • Compare and choose the right approach between memoization and tabulation
  • Choose an appropriate caching solution using memoization
  • Analyze a problem using a naive brute-force approach
  • Develop a dynamic programming solution by implementing progressively optimized algorithms

In this chapter, you will be introduced to the dynamic programming approach. This chapter will guide you through implementing this approach for solving some well-known problems in computer science.

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