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Computational Intelligence And Quantitative Software Engineering


Computational Intelligence And Quantitative Software Engineering
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Computational Intelligence And Quantitative Software Engineering


Computational Intelligence And Quantitative Software Engineering
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Author : Witold Pedrycz
language : en
Publisher: Springer
Release Date : 2016-01-14

Computational Intelligence And Quantitative Software Engineering written by Witold Pedrycz and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-01-14 with Technology & Engineering categories.


In a down-to-the earth manner, the volume lucidly presents how the fundamental concepts, methodology, and algorithms of Computational Intelligence are efficiently exploited in Software Engineering and opens up a novel and promising avenue of a comprehensive analysis and advanced design of software artifacts. It shows how the paradigm and the best practices of Computational Intelligence can be creatively explored to carry out comprehensive software requirement analysis, support design, testing, and maintenance. Software Engineering is an intensive knowledge-based endeavor of inherent human-centric nature, which profoundly relies on acquiring semiformal knowledge and then processing it to produce a running system. The knowledge spans a wide variety of artifacts, from requirements, captured in the interaction with customers, to design practices, testing, and code management strategies, which rely on the knowledge of the running system. This volume consists of contributions written by widely acknowledged experts in the field who reveal how the Software Engineering benefits from the key foundations and synergistically existing technologies of Computational Intelligence being focused on knowledge representation, learning mechanisms, and population-based global optimization strategies. This book can serve as a highly useful reference material for researchers, software engineers and graduate students and senior undergraduate students in Software Engineering and its sub-disciplines, Internet engineering, Computational Intelligence, management, operations research, and knowledge-based systems.



Software Engineering With Computational Intelligence


Software Engineering With Computational Intelligence
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Author : Jonathan Lee
language : en
Publisher: Springer
Release Date : 2013-11-11

Software Engineering With Computational Intelligence written by Jonathan Lee and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-11-11 with Science categories.


It is not an exaggeration to view Professor Lee's book," Software Engineer ing with Computational Intelligence," or SECI for short, as a pioneering contribution to software engineering. Breaking with the tradition of treat ing uncertainty, imprecision, fuzziness and vagueness as issues of peripheral importance, SECI moves them much closer to the center of the stage. It is ob vious, though still not widely accepted, that this is where these issues should be, since the real world is much too complex and much too ill-defined to lend itself to categorical analysis in the Cartesian spirit. As its title suggests, SECI employs the machineries of computational intel ligence (CI) and, more or less equivalently, soft computing (SC), to deal with the foundations and principal issues in software engineering. Basically, CI and SC are consortia of methodologies which collectively provide a body of con cepts and techniques for conception, design, construction and utilization of intelligent systems. The principal constituents of CI and SC are fuzzy logic, neurocomputing, evolutionary computing, probabilistic computing, chaotic computing and machine learning. The leitmotif of CI and SC is that, in general, better performance can be achieved by employing the constituent methodologies of CI and SC in combination rat her than in a stand-alone mode. In what follows, I will take the liberty of focusing my attention on fuzzy logic and fuzzy set theory, and on their roles in software engineering. But first, a couple of points of semantics which are in need of clarification.



Computational Intelligence In Software Engineering


Computational Intelligence In Software Engineering
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Author : Witold Pedrycz
language : en
Publisher: World Scientific
Release Date : 1998

Computational Intelligence In Software Engineering written by Witold Pedrycz and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998 with Computers categories.


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 Advances In Fuzzy Systems Applications And Theory


Computational Intelligence In Software Engineering Advances In Fuzzy Systems Applications And Theory
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Author : James F Peters
language : en
Publisher: World Scientific
Release Date : 1998-12-24

Computational Intelligence In Software Engineering Advances In Fuzzy Systems Applications And Theory written by James F Peters and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998-12-24 with Computers categories.


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.



Advances In Machine Learning Applications In Software Engineering


Advances In Machine Learning Applications In Software Engineering
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Author : Zhang, Du
language : en
Publisher: IGI Global
Release Date : 2006-10-31

Advances In Machine Learning Applications In Software Engineering written by Zhang, Du and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-10-31 with Computers categories.


"This book provides analysis, characterization and refinement of software engineering data in terms of machine learning methods. It depicts applications of several machine learning approaches in software systems development and deployment, and the use of machine learning methods to establish predictive models for software quality while offering readers suggestions by proposing future work in this emerging research field"--Provided by publisher.



Artificial Intelligence Empowered Software Engineering 2024


Artificial Intelligence Empowered Software Engineering 2024
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Author : Maria Virvou
language : en
Publisher: Springer Nature
Release Date : 2025-11-05

Artificial Intelligence Empowered Software Engineering 2024 written by Maria Virvou and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-11-05 with Computers categories.


This book contains extended versions of the works and new research results presented at the 15th International Conference on Artificial Intelligence-empowered Software Engineering (AIESE2024, formerly Joint Conference on Knowledge-based Software Engineering, JCKBSE), University of Piraeus, August 27–30, 2024, Greece. AIESE (formerly JCKBSE) is a well-established international biennial conference that focuses on the applications of Artificial Intelligence on Software Engineering. Its 15th edition was organized by the Department of Informatics of the University of Piraeus, Greece. This book is a valuable resource for experts and researchers in the field of (artificial intelligence-empowered and knowledge-based) software engineering. It is also valuable to general readers in the fields of artificial and computational intelligence and, more generally, computer science, who wish to learn more about this exciting research field of software engineering and its applications. An extensive list of bibliographic references at the end of each chapter helps readers to probe deeper into the application areas of interest to them.



Hybrid Artificial Intelligence Systems


Hybrid Artificial Intelligence Systems
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Author : Emilio Corchado
language : en
Publisher: Springer Science & Business Media
Release Date : 2009-06-02

Hybrid Artificial Intelligence Systems written by Emilio Corchado and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-06-02 with Computers categories.


This volume constitutes the refereed proceedings of the 4th International Workshop on Hybrid Artificial Intelligence Systems, HAIS 2009, held in Salamanca, Spain, in June 2009. The 85 papers presented, were carefully reviewed and selected from 206 submissions. The topics covered are agents and multi agents systems, HAIS applications, cluster analysis, data mining and knowledge discovery, evolutionary computation, learning algorithms, real world HAIS applications and data uncertainty, hybrid artificial intelligence in bioinformatics, evolutionary multiobjective machine learning, hybrid reasoning and coordination methods on multi-agent systems, methods of classifiers fusion, knowledge extraction based on evolutionary learning, hybrid systems based on bioinspired algorithms and argumentation methods, hybrid evolutionry intelligence in financial engineering.



Which Degree


Which Degree
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Author :
language : en
Publisher:
Release Date : 1997

Which Degree written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997 with Universities and colleges categories.




Proceedings Of The International Ieee Conference On Tools For Artificial Intelligence


Proceedings Of The International Ieee Conference On Tools For Artificial Intelligence
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Author :
language : en
Publisher:
Release Date : 2003

Proceedings Of The International Ieee Conference On Tools For Artificial Intelligence written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with Algorithms categories.




Proceedings 11th Ieee International Conference And Workshop On The Engineering Of Computer Based Systems


Proceedings 11th Ieee International Conference And Workshop On The Engineering Of Computer Based Systems
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Author : Vaclav Dvorak
language : en
Publisher: Institute of Electrical & Electronics Engineers(IEEE)
Release Date : 2004

Proceedings 11th Ieee International Conference And Workshop On The Engineering Of Computer Based Systems written by Vaclav Dvorak and has been published by Institute of Electrical & Electronics Engineers(IEEE) this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004 with Computers categories.