Reliability Engineering and Computational Intelligence for Complex Systems / Studies in Systems, Decision and Control Bd.496 (PDF)
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This book offers insight into the current issues of the merger between reliability engineering and computational intelligence. The intense development of information technology allows for designing more complex systems as well as creating more detailed models of real-world systems which forces traditional reliability engineering approaches based on Boolean algebra, probability theory, and statistics to embrace the world of data science. The works deal with methodological developments as well as applications in the development of safe and reliable systems in various kinds of distribution networks, in the development of highly reliable healthcare systems, in finding weaknesses in systems with the human factor, or in reliability analysis of large information systems and other software solutions.
In this book, experts from various fields of reliability engineering and computational intelligence present their view on the risks, the opportunities and the synergy between reliabilityengineering and computational intelligence that have been developed separately but in recent years have found a way to each other. The topics addressed include the latest advances in computing technology to improve the real lives of millions of people by increasing safety and reliability of various types of real-life systems by increasing the availability of software services, reducing the accident rate of means of transport, developing high reliable patient-specific health care, or generally, save cost and increase efficiency in the work and living environment. Though this book, the reader has access to professionals and researchers in the fields of reliability engineering and computational intelligence that share their experience in merging the two as well as an insight into the latest methods, concerns and application domains.
Elena Zaitseva received the M.S. degree in computer science from the Belarus State University of Informatics and Radioelectronics (BSUIR), Belarus, in 1989 and the Ph.D. degree in computer science from BSUIR in 1994. She worked as Associate Professor at the Department of Informatics of University of Zilina, Slovakia, from 2004 to 2015. Since 2015, she has been Professor at the same department. Her research interests include Reliability Analysis of Multi-state System, Fuzzy Decision Trees, and Decision Support Systems. She is Chair of the Technical Committee of European Safety and Reliability Association. She has more than 140 documents indexed in Scopus and more than 500 citations.
Miroslav Kvassay received the M.S. degree in information systems and the Ph.D. degree in applied informatics from the University of Zilina, Slovakia, in 2012 and 2015, respectively. From 2015 to 2019, he was Assistant Professor at the Department of Informatics of University of Zilina, Slovakia. Since
- 2023, 1st ed. 2023, 225 Seiten, Englisch
- Herausgegeben: Coen van Gulijk, Elena Zaitseva, Miroslav Kvassay
- Verlag: Springer International Publishing
- ISBN-10: 3031409973
- ISBN-13: 9783031409974
- Erscheinungsdatum: 23.09.2023
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- Dateiformat: PDF
- Grösse: 7.78 MB
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