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C++ Data Structures and Algorithm Design Principles

C++ Data Structures and Algorithm Design Principles

By : John Carey, Anil Achary, Shreyans Doshi, Payas Rajan
2.3 (4)
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C++ Data Structures and Algorithm Design Principles

C++ Data Structures and Algorithm Design Principles

2.3 (4)
By: John Carey, Anil Achary, Shreyans Doshi, Payas Rajan

Overview of this book

C++ is a mature multi-paradigm programming language that enables you to write high-level code with a high degree of control over the hardware. Today, significant parts of software infrastructure, including databases, browsers, multimedia frameworks, and GUI toolkits, are written in C++. This book starts by introducing C++ data structures and how to store data using linked lists, arrays, stacks, and queues. In later chapters, the book explains the basic algorithm design paradigms, such as the greedy approach and the divide-and-conquer approach, which are used to solve a large variety of computational problems. Finally, you will learn the advanced technique of dynamic programming to develop optimized implementations of several algorithms discussed in the book. By the end of this book, you will have learned how to implement standard data structures and algorithms in efficient and scalable C++ 14 code.
Table of Contents (11 chapters)
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C++ Hash Tables

As we mentioned previously, the lookup operation is quite frequent in most applications. However, we may not always encounter positive integers, which are quite easy to hash. You are likely to encounter strings most of the time. Consider the example of an English language dictionary that we considered earlier. We can store the dictionary data by using the words as keys and the word definitions as the values. Another example is the hospital records database we considered in Chapter 1, Lists, Stacks, and Queues, where the patients' names may be used as keys, and other related information could be stored as values.

The simple modulo function we used earlier to calculate the hash values of integers does not work for strings. An easy option is to calculate the modulo of the sum of the ASCII values of all the characters. However, all the permutations of characters in a string would be quite vast, and this would create a lot of collisions.

C++ provides a function called std:...

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