کتاب دانلود کتب لاتین علوم مهندسیرایانه، اینترنت و فناوری اطلاعات
تکنیک های هوش محاسباتی و کاربردهای آنها در مشکلات مهندسی نرم افزار
تکنیک های هوش محاسباتی و کاربردهای آنها در مشکلات مهندسی نرم افزار

Computational Intelligence Techniques and Their Applications to Software Engineering Problems
نویسنده:
سال انتشار: 2021
تعداد صفحات: 267
زبان فایل: انگلیسی
فرمت فایل: pdf
حجم فایل: 8MB
رمز فایل: www.ketabdownload.com
قیمت: 210,000ريال

افزودن به سبد دانلود

Publisher: CRC Press

ISBN-10: 0367529742

ISBN-13: 978-0367529741

ASIN: B08FGF36MG

1st Edition

by Ankita Bansal (Editor), Abha Jain (Editor), Sarika Jain (Editor), Vishal Jain (Editor), Ankur Choudhary (Editor)

Computational Intelligence Techniques and Their Applications to Software Engineering Problems focuses on computational intelligence approaches as applicable in varied areas of software engineering such as software requirement prioritization, cost estimation, reliability assessment, defect prediction, maintainability and quality prediction, size estimation, vulnerability prediction, test case selection and prioritization, and much more. The concepts of expert systems, case-based reasoning, fuzzy logic, genetic algorithms, swarm computing, and rough sets are introduced with their applications in software engineering. The field of knowledge discovery is explored using neural networks and data mining techniques by determining the underlying and hidden patterns in software data sets. Aimed at graduate students and researchers in computer science engineering, software engineering, information technology, this book:

Covers various aspects of in-depth solutions of software engineering problems using computational intelligence techniques

Discusses the latest evolutionary approaches to preliminary theory of different solve optimization problems under software engineering domain

Covers heuristic as well as meta-heuristic algorithms designed to provide better and optimized solutions

Illustrates applications including software requirement prioritization, software cost estimation, reliability assessment, software defect prediction, and more

Highlights swarm intelligence-based optimization solutions for software testing and reliability problems