Predictive Analytics in System Reliability
暫譯: 系統可靠性的預測分析
Kumar, Vijay, Pham, Hoang
- 出版商: Springer
- 出版日期: 2022-09-09
- 售價: $3,970
- 貴賓價: 9.5 折 $3,772
- 語言: 英文
- 頁數: 340
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 303105346X
- ISBN-13: 9783031053467
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相關分類:
Machine Learning
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相關主題
商品描述
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.
商品描述(中文翻譯)
本書為工程師和研究人員提供知識，幫助他們使用機器學習、人工智慧、大數據、遺傳演算法、資訊理論、多準則決策等技術進行系統可靠性分析。對於學習可靠性工程的學生也將非常有用。
本書使讀者了解系統可靠性如何與最新的人工智慧、大數據、遺傳演算法、資訊理論和多準則決策技術相關，並指向該領域未來的發展。
作者簡介
Dr. Vijay Kumar received his M.Sc. in Applied Mathematics and M.Phil. in Mathematics from Indian Institute of Technology (IIT), Roorkee, India in 1998 and 2000, respectively. He has completed his PhD from the Department of Operational Research, University of Delhi. Currently, he is an Associate Professor in the Department of Mathematics, Amity Institute of Applied Sciences, Amity University Uttar Pradesh, Noida, India. He is the co-authored of one book and has published more than 55 research papers in the areas of software reliability, mathematical modeling and optimization in international journals and conferences of high repute. His current research interests include software reliability growth modelling, optimal control theory and marketing models in the context of innovation diffusion theory. He has reviewed many papers for Soft Computing(Springer), IJRQSE, IJQRM, IJSAEM and other reputed journals. He has edited special issues of IJAMS, CMES (Taylor & Francis), and RIO journal. He is an editorial board member of IJMEMS. He is a life member of Society for Reliability Engineering, Quality and Operations Management (SREQOM).
Dr. Hoang Pham is Distinguished Professor and Former Chairman (2007-2013) of the Department of Industrial and Systems Engineering at Rutgers University, New Jersey. Before joining Rutgers, he was Senior Engineering Specialist with the Boeing Company and the Idaho National Engineering Laboratory. He has been served as Editor-in-Chief, Editor, Associate Editor, Guest Editor, and Board Member of many journals. He is Author or Coauthor of 7 books and has published over 190 journal articles and edited 15 books including Springer Handbook in Engineering Statistics and Handbook in Reliability Engineering. He has delivered over 40 invited keynote and plenary speeches at many international conferences. His numerous awards include the 2009 IEEE Reliability Society Engineer of the Year Award. He is a Fellow of the Institute of Electrical and Electronics Engineers (IEEE) and the Institute of Industrial Engineers (IIE).
作者簡介(中文翻譯)
維賈伊·庫馬爾博士於1998年和2000年分別在印度羅爾基的印度理工學院（IIT）獲得應用數學碩士學位和數學哲學碩士學位。他在德里大學的運籌學系完成了博士學位。目前，他是印度諾伊達阿米提大學應用科學學院數學系的副教授。他是一本書的共同作者，並在國際知名期刊和會議上發表了超過55篇有關軟體可靠性、數學建模和優化的研究論文。他目前的研究興趣包括軟體可靠性增長建模、最優控制理論以及創新擴散理論背景下的市場模型。他為《軟體計算》（Springer）、IJRQSE、IJQRM、IJSAEM等多本知名期刊審稿。他編輯了IJAMS、CMES（Taylor & Francis）和RIO期刊的特刊。他是IJMEMS的編輯委員會成員，也是可靠性工程、質量與運營管理學會（SREQOM）的終身會員。
黃芳博士是新澤西州羅格斯大學工業與系統工程系的傑出教授及前系主任（2007-2013）。在加入羅格斯之前，他曾擔任波音公司和愛達荷國家工程實驗室的高級工程專家。他曾擔任多本期刊的主編、編輯、副編輯、客座編輯和委員會成員。他是7本書的作者或共同作者，並發表了超過190篇期刊文章，編輯了15本書，包括《Springer工程統計手冊》和《可靠性工程手冊》。他在許多國際會議上發表了超過40場受邀的主題演講和全體會議演講。他獲得的眾多獎項包括2009年IEEE可靠性學會年度工程師獎。他是電氣與電子工程師學會（IEEE）和工業工程師學會（IIE）的會士。
