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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

Product type Paperback

Published in Oct 2019

Publisher

ISBN-13 9781838828844

Length 626 pages

Edition 1st Edition

Languages

C++

Concepts

Data Structures and Algorithms

Authors (4):

John Carey

Anil Achary

Shreyans Doshi

Payas Rajan

View More author details

Table of Contents (11) Chapters

Preface

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

Appendix

9. Dynamic Programming II

Learning Objectives

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

Describe how problems can be solved in polynomial versus non-deterministic polynomial time and the effect this has on our ability to develop efficient algorithms
Implement solutions for both the 0-1 and unbounded variants of the knapsack problem
Apply the concept of state space reduction to dynamic programming problems
Determine every shortest path in a weighted graph using approaches that have been optimized by the dynamic programming paradigm

In this chapter, we will build upon our understanding of the dynamic programming approach and examine how it can be used to optimize the problems we discussed in the previous chapter.

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Authors (4)

John Carey

John Carey

A composer and pianist, John Carey's formal education is almost exclusively based within the musical realm. Having used computers and other forms of technology extensively in his artistic endeavors, he invested years of self-study in the subjects of programming and mathematics and now works professionally as a software engineer. He believes his unusual background provides him with a unique and relatively non-academic perspective on the topic of software development. He currently works for Hydratec Industries, a company that primarily develops CAD software for fire sprinkler system designers that is used to perform hydraulic calculations on proposed designs so as to determine their efficacy and legality.

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Anil Achary

Anil Achary

Contacted for C++ Fundamentals MCQ on March 20, 2019 by Sneha Shinde

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Shreyans Doshi

Shreyans Doshi

Shreyans Doshi graduated with a Bachelor of Technology degree in computer engineering from Nirma University, Ahmedabad. After graduation, he joined the finance industry to work on ultra-low latency trading systems using cutting-edge C++ applications. For the past three years, he has been designing trading infrastructure in C++.

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Payas Rajan

Payas Rajan

Payas Rajan graduated with a Bachelor of Technology degree in computer science from NIT Allahabad. Later, he joined Samsung Research India, where he helped develop the multimedia framework for Tizen devices. Currently, he is working as a teaching and research assistant while pursuing a Ph.D. specializing in geospatial databases and route planning algorithms at the University of California Riverside. He has been creating applications using C++ for a decade.

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