Book Image

Hands-On Artificial Intelligence with Java for Beginners

By : Nisheeth Joshi
Book Image

Hands-On Artificial Intelligence with Java for Beginners

By: Nisheeth Joshi

Overview of this book

Artificial intelligence (AI) is increasingly in demand as well as relevant in the modern world, where everything is driven by technology and data. AI can be used for automating systems or processes to carry out complex tasks and functions in order to achieve optimal performance and productivity. Hands-On Artificial Intelligence with Java for Beginners begins by introducing you to AI concepts and algorithms. You will learn about various Java-based libraries and frameworks that can be used in implementing AI to build smart applications. In addition to this, the book teaches you how to implement easy to complex AI tasks, such as genetic programming, heuristic searches, reinforcement learning, neural networks, and segmentation, all with a practical approach. By the end of this book, you will not only have a solid grasp of AI concepts, but you'll also be able to build your own smart applications for multiple domains.
Table of Contents (14 chapters)
Title Page
Copyright and Credits
Packt Upsell
Contributors
Preface
Index

Chapter 2. Exploring Search Algorithms

In this chapter, we'll look at how to perform a search, and we will cover the basic requirements of implementing a search algorithm. We'll then practice by implementing Dijkstra's algorithm, before moving on to heuristics, showing how they can be used in search algorithms to improve the accuracy of search results.

In particular, we'll be focusing on the following topics:

  • An introduction to searching
  • Implementing Dijkstra's search
  • Understanding the notion of heuristics
  • A brief introduction to the A* algorithm
  • Implementing an A* algorithm