
Computational Intelligence Techniques and Their Applications to Software Engineering Problems PDF
By:Ankita Bansal,Abha Jain,Sarika Jain,Vishal Jain,Ankur Choudhary
Published on 2020-09-28 by CRC Press
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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
This Book was ranked at 19 by Google Books for keyword medical assistant computer software.
Book ID of Computational Intelligence Techniques and Their Applications to Software Engineering Problems's Books is S8X2DwAAQBAJ, Book which was written byAnkita Bansal,Abha Jain,Sarika Jain,Vishal Jain,Ankur Choudharyhave ETAG "7nOE6Fthh5k"
Book which was published by CRC Press since 2020-09-28 have ISBNs, ISBN 13 Code is 9781000191929 and ISBN 10 Code is 1000191923
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Book which have "251 Pages" is Printed at BOOK under CategoryComputers
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