Classic Computer Science Problems in Java, David Kopec

Sharpen your coding skills by exploring established computer science problems!

Classic Computer Science Problems in Java

challenges you with time-tested scenarios and algorithms.

Summary

Sharpen your coding skills by exploring established computer science problems!

Classic Computer Science Problems in Java

challenges you with time-tested scenarios and algorithms. You’ll work through a series of exercises based in computer science fundamentals that are designed to improve your software development abilities, improve your understanding of artificial intelligence, and even prepare you to ace an interview. As you work through examples in search, clustering, graphs, and more, you'll remember important things you've forgotten and discover classic solutions to your "new" problems!

About the technology

Whatever software development problem you’re facing, odds are someone has already uncovered a solution. This book collects the most useful solutions devised, guiding you through a variety of challenges and tried-and-true problem-solving techniques. The principles and algorithms presented here are guaranteed to save you countless hours in project after project.

About the book

Classic Computer Science Problems in Java

is a master class in computer programming designed around 55 exercises that have been used in computer science classrooms for years. You’ll work through hands-on examples as you explore core algorithms, constraint problems, AI applications, and much more.

What's inside

Recursion, memoization, and bit manipulation

Search, graph, and genetic algorithms

Constraint-satisfaction problems

K-means clustering, neural networks, and adversarial search

About the reader

For intermediate Java programmers.

About the author

David Kopec

is an assistant professor of Computer Science and Innovation at Champlain College in Burlington, Vermont.

Table of Contents

1 Small problems

2 Search problems

3 Constraint-satisfaction problems

4 Graph problems

5 Genetic algorithms

6 K-means clustering

7 Fairly simple neural networks

8 Adversarial search

9 Miscellaneous problems

10 Interview with Brian Goetz

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