Algorithm Design: A Methodological Approach - 150 problems and detailed solutions

This book provides an exhaustive list of algorithms by family grouping, along with introductions to their mathematical principles, based on 150 practical examples with complete solutions detailed.

Format: Paperback / softback
Length: 808 pages
Publication date: 31 January 2023
Publisher: Taylor & Francis Ltd

This comprehensive guide offers an extensive array of algorithms, meticulously organized by family groups, accompanied by insightful introductions to their mathematical foundations. Each algorithm is accompanied by 150 practical examples, accompanied by comprehensive solutions that provide a deep understanding of their applications. Whether you're a student, researcher, or professional seeking to enhance your knowledge in computer science, this book is an invaluable resource that will empower you to solve complex problems with efficiency and precision.

Introduction:
Algorithms play a vital role in computer science and technology, enabling efficient and effective solutions to complex problems. This comprehensive guide aims to provide a comprehensive overview of various algorithms, their families, and their mathematical principles. By exploring these algorithms in detail, readers will gain a deep understanding of their applications and how they can be applied to solve real-world problems.
Algorithm Families:
The guide begins by introducing the different families of algorithms, including sorting, searching, graph traversal, and optimization. Each family is discussed in detail, with examples and explanations to illustrate their principles and applications. Readers will learn about the different algorithms within each family, such as bubble sort, linear search, depth-first search, and dynamic programming, and how they can be used to solve specific problems.
Practical Examples:
To enhance the learning experience, the guide includes 150 practical examples with complete solutions. These examples cover a wide range of topics, from basic algorithms to advanced techniques, and are designed to help readers apply their knowledge in real-world scenarios. Each example is accompanied by detailed explanations, code snippets, and visualizations to facilitate a clear understanding of the algorithm's workings.
Comprehensive Solutions:
In addition to the examples, the guide provides comprehensive solutions to each problem. These solutions are detailed and easy to follow, allowing readers to replicate the algorithms and apply them to their own problems. The solutions also include tips and tricks to improve the efficiency and effectiveness of the algorithms, making them more applicable in various computing environments.
Conclusion:
This comprehensive guide offers a valuable resource for anyone seeking to enhance their knowledge of algorithms and their applications. By exploring the different families of algorithms, practical examples, and comprehensive solutions, readers will gain a deep understanding of the mathematical principles behind these algorithms and how they can be applied to solve real-world problems. Whether you're a student, researcher, or professional, this guide will provide you with the tools and knowledge you need to succeed in the field of computer science.

Weight: 1520g
Dimension: 254 x 178 (mm)
ISBN-13: 9781032369396