Multi Criteria Decision Models In Software Reliability

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Multi-Criteria Decision Models in Software Reliability

Ashish Mishra,Nguyen Thi Dieu Linh,Manish Bhardwaj,Carla M. A. Pinto
Multi Criteria Decision Models in Software Reliability Book PDF

Author : Ashish Mishra,Nguyen Thi Dieu Linh,Manish Bhardwaj,Carla M. A. Pinto
Publisher : CRC Press
Page : 329 pages
File Size : 51,5 Mb
Release : 2022-11-30
Category : Technology & Engineering
ISBN : 9781000778823

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Multi-Criteria Decision Models in Software Reliability by Ashish Mishra,Nguyen Thi Dieu Linh,Manish Bhardwaj,Carla M. A. Pinto Pdf

This book provides insights into contemporary issues and challenges in multi-criteria decision models. It is a useful guide for identifying, understanding and categorising multi-criteria decision models, and ultimately implementing the analysis for effective decision-making. The use of multi-criteria decision models in software reliability engineering is a relatively new field of study, and this book collects all the latest methodologies, tools and techniques in one single volume. It covers model selection, assessment, resource allocation, release management, up-grade planning, open-source systems, bug tracking system management and defect prediction. Multi-Criteria Decision Models in Software Reliability: Methods and Applications will cater to researchers, academicians, post-graduate students, software developers, software reliability engineers and IT managers.

Multi-Criteria Decision Models in Software Reliability

Ashish Mishra,Nguyen Thi Dieu Linh,Manish Bhardwaj,Carla M. A. Pinto
Multi Criteria Decision Models in Software Reliability Book PDF

Author : Ashish Mishra,Nguyen Thi Dieu Linh,Manish Bhardwaj,Carla M. A. Pinto
Publisher : CRC Press
Page : 321 pages
File Size : 44,9 Mb
Release : 2022-11-30
Category : Technology & Engineering
ISBN : 9781000778809

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Multi-Criteria Decision Models in Software Reliability by Ashish Mishra,Nguyen Thi Dieu Linh,Manish Bhardwaj,Carla M. A. Pinto Pdf

This book provides insights into contemporary issues and challenges in multi-criteria decision models. It is a useful guide for identifying, understanding and categorising multi-criteria decision models, and ultimately implementing the analysis for effective decision-making. The use of multi-criteria decision models in software reliability engineering is a relatively new field of study, and this book collects all the latest methodologies, tools and techniques in one single volume. It covers model selection, assessment, resource allocation, release management, up-grade planning, open-source systems, bug tracking system management and defect prediction. Multi-Criteria Decision Models in Software Reliability: Methods and Applications will cater to researchers, academicians, post-graduate students, software developers, software reliability engineers and IT managers.

Optimization Models in Software Reliability

Anu G. Aggarwal,Abhishek Tandon,Hoang Pham
Optimization Models in Software Reliability Book PDF

Author : Anu G. Aggarwal,Abhishek Tandon,Hoang Pham
Publisher : Springer Nature
Page : 373 pages
File Size : 47,8 Mb
Release : 2021-09-29
Category : Technology & Engineering
ISBN : 9783030789190

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Optimization Models in Software Reliability by Anu G. Aggarwal,Abhishek Tandon,Hoang Pham Pdf

The book begins with an introduction to software reliability, models and techniques. The book is an informative book covering the strategies needed to assess software failure behaviour and its quality, as well as the application of optimization tools for major managerial decisions related to the software development process. It features a broad range of topics including software reliability assessment and apportionment, optimal allocation and selection decisions and upgradations problems. It moves through a variety of problems related to the evolving field of optimization of software reliability engineering, including software release time, resource allocating, budget planning and warranty models, which are each explored in depth in dedicated chapters. This book provides a comprehensive insight into present-day practices in software reliability engineering, making it relevant to students, researchers, academics and practising consultants and engineers.

Multi-criteria Decision Analysis

Alessio Ishizaka,Philippe Nemery
Multi criteria Decision Analysis Book PDF

Author : Alessio Ishizaka,Philippe Nemery
Publisher : John Wiley & Sons
Page : 260 pages
File Size : 43,5 Mb
Release : 2013-06-10
Category : Mathematics
ISBN : 9781118644911

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Multi-criteria Decision Analysis by Alessio Ishizaka,Philippe Nemery Pdf

This book presents an introduction to MCDA followed by more detailed chapters about each of the leading methods used in this field. Comparison of methods and software is also featured to enable readers to choose the most appropriate method needed in their research. Worked examples as well as the software featured in the book are available on an accompanying website.

Multi-Criteria Decision Analysis

Igor (US Army Engineer Research and Development Linkov, Brookline Massachusetts USA),Igor Linkov,Emily (Massachusetts Institute of Technology Moberg, USA),Emily Moberg,Benjamin D. Trump,Boris Yatsalo,Jeffrey M. Keisler
Multi Criteria Decision Analysis Book PDF

Author : Igor (US Army Engineer Research and Development Linkov, Brookline Massachusetts USA),Igor Linkov,Emily (Massachusetts Institute of Technology Moberg, USA),Emily Moberg,Benjamin D. Trump,Boris Yatsalo,Jeffrey M. Keisler
Publisher : CRC Press
Page : 0 pages
File Size : 55,6 Mb
Release : 2023-05-31
Category : Electronic
ISBN : 0367544385

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Multi-Criteria Decision Analysis by Igor (US Army Engineer Research and Development Linkov, Brookline Massachusetts USA),Igor Linkov,Emily (Massachusetts Institute of Technology Moberg, USA),Emily Moberg,Benjamin D. Trump,Boris Yatsalo,Jeffrey M. Keisler Pdf

This thoroughly updated second edition provides seven additional new case studies focused on sustainability. Combining applications using MCDA methodologies with free DECERNS software package, this book is a great resource for professionals and students in learning and applying similar frameworks to other environmental projects.

Computational Intelligence Techniques and Their Applications to Software Engineering Problems

Ankita Bansal,Abha Jain,Sarika Jain,Vishal Jain,Ankur Choudhary
Computational Intelligence Techniques and Their Applications to Software Engineering Problems Book PDF

Author : Ankita Bansal,Abha Jain,Sarika Jain,Vishal Jain,Ankur Choudhary
Publisher : CRC Press
Page : 809 pages
File Size : 44,9 Mb
Release : 2020-09-27
Category : Computers
ISBN : 9781000191943

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Computational Intelligence Techniques and Their Applications to Software Engineering Problems by Ankita Bansal,Abha Jain,Sarika Jain,Vishal Jain,Ankur Choudhary Pdf

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

Software Engineering in Intelligent Systems

Radek Silhavy,Roman Senkerik,Zuzana Kominkova Oplatkova,Zdenka Prokopova,Petr Silhavy
Software Engineering in Intelligent Systems Book PDF

Author : Radek Silhavy,Roman Senkerik,Zuzana Kominkova Oplatkova,Zdenka Prokopova,Petr Silhavy
Publisher : Springer
Page : 380 pages
File Size : 42,8 Mb
Release : 2015-04-25
Category : Technology & Engineering
ISBN : 9783319184739

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Software Engineering in Intelligent Systems by Radek Silhavy,Roman Senkerik,Zuzana Kominkova Oplatkova,Zdenka Prokopova,Petr Silhavy Pdf

This volume is based on the research papers presented in the 4th Computer Science On-line Conference. The volume Software Engineering in Intelligent Systems presents new approaches and methods to real-world problems, and in particular, exploratory research that describes novel approaches in the field of Software Engineering. Particular emphasis is laid on modern trends in selected fields of interest. New algorithms or methods in a variety of fields are also presented. The Computer Science On-line Conference (CSOC 2015) is intended to provide an international forum for discussions on the latest high-quality research results in all areas related to Computer Science. The addressed topics are the theoretical aspects and applications of Computer Science, Artificial Intelligences, Cybernetics, Automation Control Theory and Software Engineering.

Knowledge-Based Software Engineering

Alla Kravets,Maxim Shcherbakov,Marina Kultsova,Tadashi Iijima
Knowledge Based Software Engineering Book PDF

Author : Alla Kravets,Maxim Shcherbakov,Marina Kultsova,Tadashi Iijima
Publisher : Springer
Page : 749 pages
File Size : 55,9 Mb
Release : 2014-08-26
Category : Computers
ISBN : 9783319118543

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Knowledge-Based Software Engineering by Alla Kravets,Maxim Shcherbakov,Marina Kultsova,Tadashi Iijima Pdf

This book constitutes the refereed proceedings of the 11th Joint Conference on Knowledge-Based Software-Engineering, JCKBSE 2014, held in Volgograd, Russia, in September 2014. The 59 full and 3 short papers presented were carefully reviewed and selected from 197 submissions. The papers are organized in topical sections on methodology and tools for knowledge discovery and data mining; methods and tools for software engineering education; knowledge technologies for semantic web and ontology engineering; knowledge-based methods and tools for testing, verification and validation, maintenance and evolution; natural language processing, image analysis and recognition; knowledge-based methods and applications in information security, robotics and navigation; decision support methods for software engineering; architecture of knowledge-based systems, including intelligent agents and softbots; automating software design and synthesis; knowledge management for business processes, workflows and enterprise modeling; knowledge-based methods and applications in bioscience, medicine and justice; knowledge-based requirements engineering, domain analysis and modeling; intelligent user interfaces and human-machine interaction; lean software engineering; program understanding, programming knowledge, modeling programs and programmers.

Multicriteria and Multiobjective Models for Risk, Reliability and Maintenance Decision Analysis

Adiel Teixeira de Almeida,Cristiano Alexandre Virgínio Cavalcante,Marcelo Hazin Alencar,Rodrigo José Pires Ferreira,Adiel Teixeira de Almeida-Filho,Thalles Vitelli Garcez
Multicriteria and Multiobjective Models for Risk Reliability and Maintenance Decision Analysis Book PDF

Author : Adiel Teixeira de Almeida,Cristiano Alexandre Virgínio Cavalcante,Marcelo Hazin Alencar,Rodrigo José Pires Ferreira,Adiel Teixeira de Almeida-Filho,Thalles Vitelli Garcez
Publisher : Springer
Page : 395 pages
File Size : 44,9 Mb
Release : 2015-07-01
Category : Business & Economics
ISBN : 9783319179698

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Multicriteria and Multiobjective Models for Risk, Reliability and Maintenance Decision Analysis by Adiel Teixeira de Almeida,Cristiano Alexandre Virgínio Cavalcante,Marcelo Hazin Alencar,Rodrigo José Pires Ferreira,Adiel Teixeira de Almeida-Filho,Thalles Vitelli Garcez Pdf

This book integrates multiple criteria concepts and methods for problems within the Risk, Reliability and Maintenance (RRM) context. The concepts and foundations related to RRM are considered for this integration with multicriteria approaches. In the book, a general framework for building decision models is presented and this is illustrated in various chapters by discussing many different decision models related to the RRM context. The scope of the book is related to ways of how to integrate Applied Probability and Decision Making. In Applied Probability, this mainly includes: decision analysis and reliability theory, amongst other topics closely related to risk analysis and maintenance. In Decision Making, it includes a broad range of topics in MCDM (Multi-Criteria Decision Making) and MCDA (Multi-Criteria Decision Aiding; also known as Multi-Criteria Decision Analysis). In addition to decision analysis, some of the topics related to Mathematical Programming area are briefly considered, such as multiobjective optimization, since methods related to these topics have been applied to the context of RRM. The book addresses an innovative treatment for the decision making in RRM, thereby improving the integration of fundamental concepts from the areas of both RRM and decision making. This is accomplished by presenting an overview of the literature on decision making in RRM. Some pitfalls of decision models when applying them to RRM in practice are discussed and guidance on overcoming these drawbacks is offered. The procedure enables multicriteria models to be built for the RRM context, including guidance on choosing an appropriate multicriteria method for a particular problem faced in the RRM context. The book also includes many research advances in these topics. Most of the multicriteria decision models that are described are specific applications that have been influenced by this research and the advances in this field. Multicriteria and Multiobjective Models for Risk, Reliability and Maintenance Decision Analysis is implicitly structured in three parts, with 12 chapters. The first part deals with MCDM/A concepts methods and decision processes. The second part presents the main concepts and foundations of RRM. Finally the third part deals with specific decision problems in the RRM context approached with MCDM/A models.

Software Engineering and Algorithms in Intelligent Systems

Radek Silhavy
Software Engineering and Algorithms in Intelligent Systems Book PDF

Author : Radek Silhavy
Publisher : Springer
Page : 486 pages
File Size : 48,8 Mb
Release : 2018-05-16
Category : Technology & Engineering
ISBN : 9783319911861

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Software Engineering and Algorithms in Intelligent Systems by Radek Silhavy Pdf

This book presents new software engineering approaches and methods, discussing real-world problems and exploratory research that describes novel approaches, modern design techniques, hybrid algorithms and empirical methods. This book constitutes part of the refereed proceedings of the Software Engineering and Algorithms in Intelligent Systems Section of the 7th Computer Science On-line Conference 2018 (CSOC 2018), held in April 2018.

Reliability and Maintainability Assessment of Industrial Systems

Mangey Ram,Hoang Pham
Reliability and Maintainability Assessment of Industrial Systems Book PDF

Author : Mangey Ram,Hoang Pham
Publisher : Springer Nature
Page : 347 pages
File Size : 47,5 Mb
Release : 2022-05-05
Category : Technology & Engineering
ISBN : 9783030936235

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Reliability and Maintainability Assessment of Industrial Systems by Mangey Ram,Hoang Pham Pdf

This book covers advanced reliability and maintainability knowledge as applied to recent engineering problems. It highlights research in the fields of reliability measures of binary and complex engineering systems, cost analysis, simulations, optimizations, risk factors, and sensitivity analysis. The book scrutinizes various advanced tools and techniques, methodology, and concepts to solve the various engineering problems related to reliability and maintainability of the industrial system at minimum cost and maximum profit. It consists of 15 chapters and offers a platform to researchers, academicians, professionals and scientists to enhance their knowledge and understanding the concept of reliability in engineering.

Environmental Modelling, Software and Decision Support

Anthony J. Jakeman,Alexey A. Voinov,Andrea E. Rizzoli,Serena H. Chen
Environmental Modelling Software and Decision Support Book PDF

Author : Anthony J. Jakeman,Alexey A. Voinov,Andrea E. Rizzoli,Serena H. Chen
Publisher : Elsevier
Page : 384 pages
File Size : 53,6 Mb
Release : 2008-09-11
Category : Science
ISBN : 0080915302

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Environmental Modelling, Software and Decision Support by Anthony J. Jakeman,Alexey A. Voinov,Andrea E. Rizzoli,Serena H. Chen Pdf

The complex and multidisciplinary nature of environmental problems requires that they are dealt with in an integrated manner. Modeling and software have become key instruments used to promote sustainability and improve environmental decision processes, especially through systematic integration of various knowledge and data and their ability to foster learning and help make predictions. This book presents the current state-of-the-art in environmental modeling and software and identifies the future challenges in the field. State-of-the-art in environmental modeling and software theory and practice for integrated assessment and management serves as a starting point for researchers Identifies the areas of research and practice required for advancing the requisite knowledge base and tools, and their wider usage Best practices of environmental modeling enables the reader to select appropriate software and gives the reader tools to integrate natural system dynamics with human dimensions

Predictive Analytics in System Reliability

Vijay Kumar,Hoang Pham
Predictive Analytics in System Reliability Book PDF

Author : Vijay Kumar,Hoang Pham
Publisher : Springer Nature
Page : 286 pages
File Size : 50,6 Mb
Release : 2022-09-08
Category : Mathematics
ISBN : 9783031053474

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Predictive Analytics in System Reliability by Vijay Kumar,Hoang Pham Pdf

This book provides engineers and researchers knowledge to help them in system reliability analysis using machine learning, artificial intelligence, big data, genetic algorithm, information theory, multi-criteria decision making, and other techniques. It will also be useful to students learning reliability engineering. The book brings readers up to date with how system reliability relates to the latest techniques of AI, big data, genetic algorithm, information theory, and multi-criteria decision making and points toward future developments in the subject.

Software Reliability Modelling

M. Xie
Software Reliability Modelling Book PDF

Author : M. Xie
Publisher : World Scientific
Page : 232 pages
File Size : 40,7 Mb
Release : 1991
Category : Computers
ISBN : 9810206402

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Software Reliability Modelling by M. Xie Pdf

This book summarizes the recent advances in software reliability modelling. Almost all the existing models are classified and the most interesting models are described in detail.Because of the application of software in many industrial, military and commercial systems, software reliability has become an important research area. Although there are many models and results appeared in different journals and conference proceedings, there is a lack of systematic publications on this subject. The aim of this book is to provide an overview of this area and provide software reliability researchers and analysts with a systematic study of the existing results. This book can also be used as a reference book for other software engineers and reliability theoreticians interested in this area.

Knowledge Innovation Through Intelligent Software Methodologies, Tools and Techniques

H. Fujita,A. Selamat,S. Omatu
Knowledge Innovation Through Intelligent Software Methodologies Tools and Techniques Book PDF

Author : H. Fujita,A. Selamat,S. Omatu
Publisher : IOS Press
Page : 498 pages
File Size : 48,7 Mb
Release : 2020-09-30
Category : Computers
ISBN : 9781643681153

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Knowledge Innovation Through Intelligent Software Methodologies, Tools and Techniques by H. Fujita,A. Selamat,S. Omatu Pdf

Software methodologies, tools and techniques have become an ever more important part of our lives, and are crucial to the decision-making processes that affect us every day. This book presents papers from the 19th International Conference on New Trends in Intelligent Software Methodology Tools, and Techniques (SoMeT20), held in Kitakyushu, Japan from 22–24 September 2020. The SoMeT conferences bring together researchers and practitioners to share their original research results and experience of practical developments in software science and related new technologies, and this book explores new trends and theories that highlight the direction and development of intelligent software methodologies, tools and techniques. It covers newly developed techniques, enhanced methodologies, software related solutions and recently developed tools, as well as indicating the direction of future research, and the 40 revised papers included here have been selected by the SoMeT20 international reviewing committee on the basis of technical soundness, relevance, originality, significance, and clarity. The book is divided into 5 chapters: artificial intelligence techniques on software engineering, and requirement engineering; software methods for informatics, medical informatics and bio-medicine applications; applied software tools, techniques and related software engineering models; intelligent-software systems design, software quality, software evolution and validation techniques; and knowledge science and intelligent computing. Providing an overview of the state-of-the-art in software science and its supporting technology, this book will be of interest to all those working in the field.