Computational Intelligence Applications for Software Engineering Problems

Computational Intelligence Applications for Software Engineering Problems 1st Edition
by Parma Nand (Editor), Arun Prakash Agrawal (Editor), Vishal Jain (Editor), Nitin Rakesh (Editor)
Publisher: Apple Academic Press; 1st edition (February 10, 2023)
Language: English
Hardcover: 304 pages
ISBN-10: 1774910462
ISBN-13: 9781774910467
Book Description
This new volume explores the computational intelligence techniques necessary to carry out different software engineering tasks. Software undergoes various stages before deployment, such as requirements elicitation, software designing, software project planning, software coding, and software testing and maintenance. Every stage is bundled with a number of tasks or activities to be performed. Due to the large and complex nature of software, these tasks can become costly and error prone. This volume aims to help meet these challenges by presenting new research and practical applications in intelligent techniques in the field of software engineering.
Computational Intelligence Applications for Software Engineering Problems discusses techniques and presents case studies to solve engineering challenges using machine learning, deep learning, fuzzy-logic-based computation, statistical modeling, invasive weed meta-heuristic algorithms, artificial intelligence, the DevOps model, time series forecasting models, and more.