Book Image

C++ Data Structures and Algorithms

By : Wisnu Anggoro
5 (1)
Book Image

C++ Data Structures and Algorithms

5 (1)
By: Wisnu Anggoro

Overview of this book

C++ is a general-purpose programming language which has evolved over the years and is used to develop software for many different sectors. This book will be your companion as it takes you through implementing classic data structures and algorithms to help you get up and running as a confident C++ programmer. We begin with an introduction to C++ data structures and algorithms while also covering essential language constructs. Next, we will see how to store data using linked lists, arrays, stacks, and queues. Then, we will learn how to implement different sorting algorithms, such as quick sort and heap sort. Along with these, we will dive into searching algorithms such as linear search, binary search and more. Our next mission will be to attain high performance by implementing algorithms to string datatypes and implementing hash structures in algorithm design. We'll also analyze Brute Force algorithms, Greedy algorithms, and more. By the end of the book, you'll know how to build components that are easy to understand, debug, and use in different applications.
Table of Contents (16 chapters)
Title Page
Copyright and Credits
Packt Upsell
Contributors
Preface
Index

Exponential search


Exponential search is similar to a jump search, since it also divides the input array into several subarrays; however, in exponential search, the step we jump is increased exponentially (2n). In exponential search, we initially compare the second index (blockIndex = 1), then compare array[1] with the searched value. If the array[1] is still lower than the searched value, we increase the blockIndex exponentially to become 2, 4, 8, and so on, until the array[blockIndex] is higher than the searched value. Then we can perform the binary search to the subarray defined by the blockIndex.

Developing exponential search algorithm

Let's use the array we used in jump search, {8, 15, 23, 28, 32, 39, 42, 44, 47, 48}, to perform an exponential search, and we will also find value 39. First, we apply setblockIndex = 1, then compare array[1] with the searched value, 39. Since 15 is lower than 39, the algorithm sets blockIndex = 2. array[2] is still lower than 39, then moves to array[4]....