Predictive Analytics in System Reliability

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 relia...

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Bibliographische Detailangaben
Hauptverfasser:	Kumar, Vijay, Pham, Hoang
Format:	Buch
Sprache:	eng
Schlagworte:	Decision making Decision making-Statistical methods Engineering Engineering Economics, Organization, Logistics, Marketing Management Management-Statistical methods Mathematical Modeling and Industrial Mathematics Mathematics Predictive control Reliability (Engineering) Risk Management
Online-Zugang:	Volltext
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Beschreibung
Zusammenfassung:	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.
ISSN:	1614-7839 2196-999X
DOI:	10.1007/978-3-031-05347-4