Computational Intelligence-based Optimization Algorithms: From Theory to Practice

The book provides a comprehensive guide to optimization algorithms, covering theoretical descriptions, code implementations, and a robust literature review. It is useful for readers who need to understand and apply optimization techniques.

Format: Paperback / softback
Length: 338 pages
Publication date: 11 October 2023
Publisher: Taylor & Francis Ltd

Rewritten text:
Optimization is a fundamental concept in computer science and engineering that involves finding the best solution to a problem from a set of possible solutions. It is a branch of mathematics that deals with the study of optimal solutions to mathematical problems. Optimization algorithms are used to solve complex problems in various fields, such as engineering, finance, and operations research.
Optimization is a cornerstone concept in computer science and engineering, encompassing the art and science of identifying the most effective solution to a given problem. It is a branch of mathematics that delves into the study of optimal solutions to mathematical problems, employing a wide array of techniques and methodologies to achieve this goal. These algorithms are designed to tackle complex and challenging issues across diverse fields, including engineering, finance, and operations research.

In this comprehensive guide, we will explore the realm of optimization, providing theoretical descriptions of each presented algorithm and algorithm codes in a clear and concise manner. We will also offer a robust literature review for each algorithm, encompassing its historical background, theoretical foundations, and practical applications. By the end of this guide, readers will have gained a deep understanding of optimization algorithms and their applications, enabling them to apply these techniques to solve real-world problems effectively.

Whether you are a computer science student, engineer, or professional seeking to enhance your optimization skills, this guide is designed to be your invaluable resource. It will help you navigate the complexities of optimization, enabling you to make informed decisions and optimize your processes and systems for maximum efficiency and effectiveness. So, let us embark on this journey of optimization and unlock the full potential of computer science and engineering.

Weight: 657g
Dimension: 234 x 156 (mm)
ISBN-13: 9781032544151