Computational Intelligence Techniques and Their Applications to Software Engineering Problems

Book Details

• Author: Bansal, Ankita

• Publisher: CRC Press

• Edition: 1

• Binding: Hardcover

• Number of Pages: 251

• Release Date: 28-09-2020

• ISBN: 9780367529741

• Package Dimensions: 9.3 x 6.3 x 0.8 inches

• Languages: English

About The Book
"Computational Intelligence Techniques and Their Applications to Software Engineering Problems" by Ankita Bansal delves into the use of computational intelligence methods in the realm of software engineering. This book highlights innovative approaches in software engineering areas such as software requirement prioritization, cost estimation, reliability assessment, defect prediction, maintainability, and test case selection.

The text introduces a wide array of computational intelligence techniques, including expert systems, case-based reasoning, fuzzy logic, genetic algorithms, swarm computing, and rough sets, and demonstrates how these techniques can be applied to real-world software engineering problems. Additionally, it explores knowledge discovery through neural networks and data mining to uncover hidden patterns in software data.

This book is an essential resource for graduate students and researchers in fields like computer science, software engineering, and information technology. It offers both heuristic and meta-heuristic algorithms designed to optimize solutions in various software engineering challenges, with an emphasis on swarm intelligence-based optimization solutions for software testing and reliability problems. Whether you're looking to explore computational intelligence methods or optimize software engineering practices, this book provides the insights and tools needed to tackle complex problems.