Computational Intelligence in Software Engineering
Title | Computational Intelligence in Software Engineering PDF eBook |
Author | Witold Pedrycz |
Publisher | World Scientific |
Pages | 504 |
Release | 1998 |
Genre | Computers |
ISBN | 9789810235031 |
This unique volume is the first publication on software engineering and computational intelligence (CI) viewed as a synergistic interplay of neurocomputing, granular computation (including fuzzy sets and rough sets), and evolutionary methods. It presents a unified view of CI in the context of software engineering. The book addresses a number of crucial issues: what is CI, what role does it play in software development, how are CI elements built into successive phases of the software life cycle, and what is the role played by CI in quantifying fundamental features of software artifacts? With contributions from leading researchers and practitioners, the book provides the reader with a wealth of new concepts and approaches, complete algorithms, in-depth case studies, and thought-provoking exercises. The topics coverage include neurocomputing, granular as well as evolutionary computing, object-oriented analysis and design in software engineering. There is also an extensive bibliography.
Computational Intelligence Techniques and Their Applications to Software Engineering Problems
Title | Computational Intelligence Techniques and Their Applications to Software Engineering Problems PDF eBook |
Author | Ankita Bansal |
Publisher | CRC Press |
Pages | 267 |
Release | 2020-09-27 |
Genre | Computers |
ISBN | 1000191923 |
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
Computational Intelligence in Software Modeling
Title | Computational Intelligence in Software Modeling PDF eBook |
Author | Vishal Jain |
Publisher | Walter de Gruyter GmbH & Co KG |
Pages | 216 |
Release | 2022-02-21 |
Genre | Computers |
ISBN | 3110709244 |
Researchers, academicians and professionals expone in this book their research in the application of intelligent computing techniques to software engineering. As software systems are becoming larger and complex, software engineering tasks become increasingly costly and prone to errors. Evolutionary algorithms, machine learning approaches, meta-heuristic algorithms, and others techniques can help the effi ciency of software engineering.
Artificial Intelligence Methods For Software Engineering
Title | Artificial Intelligence Methods For Software Engineering PDF eBook |
Author | Meir Kalech |
Publisher | World Scientific |
Pages | 457 |
Release | 2021-06-15 |
Genre | Computers |
ISBN | 9811239932 |
Software is an integral part of our lives today. Modern software systems are highly complex and often pose new challenges in different aspects of Software Engineering (SE).Artificial Intelligence (AI) is a growing field in computer science that has been proven effective in applying and developing AI techniques to address various SE challenges.This unique compendium covers applications of state-of-the-art AI techniques to the key areas of SE (design, development, debugging, testing, etc).All the materials presented are up-to-date. This reference text will benefit researchers, academics, professionals, and postgraduate students in AI, machine learning and software engineering.Related Link(s)
Computational Intelligence in Software Quality Assurance
Title | Computational Intelligence in Software Quality Assurance PDF eBook |
Author | Scott Dick |
Publisher | World Scientific |
Pages | 202 |
Release | 2005 |
Genre | Technology & Engineering |
ISBN | 9812561722 |
Software systems surround us. Software is a critical component in everything from the family car through electrical power] systems to military equipment. As software ploys an ever-increasing role in our lives and livelihoods, the quality of that software becomes more and more critical. However, our ability to deliver high-quality software has not kept up with those increasing demands. The economic fallout is enormous; the US economy alone is losing over US$50 billion per year due to software failures. This book presents new research into using advanced artificial intelligence techniques to guide software quality improvements. The techniques of chaos theory and data mining arc brought to bear to provide new insights into the software development process. Written for researchers and practitioners in software engineering and computational intelligence, this book is a unique and important bridge between these two fields.
Computational Intelligence In Software Engineering, Advances In Fuzzy Systems: Applications And Theory
Title | Computational Intelligence In Software Engineering, Advances In Fuzzy Systems: Applications And Theory PDF eBook |
Author | James F Peters |
Publisher | World Scientific |
Pages | 500 |
Release | 1998-12-24 |
Genre | Computers |
ISBN | 9814496022 |
This unique volume is the first publication on software engineering and computational intelligence (CI) viewed as a synergistic interplay of neurocomputing, granular computation (including fuzzy sets and rough sets), and evolutionary methods. It presents a unified view of CI in the context of software engineering.The book addresses a number of crucial issues: what is CI, what role does it play in software development, how are CI elements built into successive phases of the software life cycle, and what is the role played by CI in quantifying fundamental features of software artifacts?With contributions from leading researchers and practitioners, the book provides the reader with a wealth of new concepts and approaches, complete algorithms, in-depth case studies, and thought-provoking exercises. The topics coverage include neurocomputing, granular as well as evolutionary computing, object-oriented analysis and design in software engineering. There is also an extensive bibliography.
Computational Intelligence in Software Engineering
Title | Computational Intelligence in Software Engineering PDF eBook |
Author | Witold Pedrycz |
Publisher | |
Pages | 0 |
Release | 2004 |
Genre | Computational intelligence |
ISBN |