Book Image

Hands-On Data Structures and Algorithms with Kotlin

By : Chandra Sekhar Nayak, Rivu Chakraborty
Book Image

Hands-On Data Structures and Algorithms with Kotlin

By: Chandra Sekhar Nayak, Rivu Chakraborty

Overview of this book

Data structures and algorithms are more than just theoretical concepts. They help you become familiar with computational methods for solving problems and writing logical code. Equipped with this knowledge, you can write efficient programs that run faster and use less memory. Hands-On Data Structures and Algorithms with Kotlin book starts with the basics of algorithms and data structures, helping you get to grips with the fundamentals and measure complexity. You'll then move on to exploring the basics of functional programming while getting used to thinking recursively. Packed with plenty of examples along the way, this book will help you grasp each concept easily. In addition to this, you'll get a clear understanding of how the data structures in Kotlin's collection framework work internally. By the end of this book, you will be able to apply the theory of data structures and algorithms to work out real-world problems.
Table of Contents (16 chapters)
Free Chapter
1
Section 1: Getting Started with Data Structures
4
Section 2: Efficient Grouping of Data with Various Data Structures
8
Section 3: Algorithms and Efficiency
11
Section 4: Modern and Advanced Data Structures
15
Assessments

Binary search

Binary search is one of the most widely used search algorithms and gives the best performance in worst-case scenarios. As discussed in the previous section, linear search can perform at O(n) in the worst case, whereas binary search uses divide-and-conquer techniques to perform the search as fast as O(log n).

Though binary search is faster in performance, it can only be applied if the collection is already sorted. If the collection is not sorted, then linear search is the only way to perform the search.

Working with binary search

Let's say you've an ArrayList of size n and you're trying to find the index of x. To perform a binary search over the ArrayList to find x, you need to follow these steps...