Predictive Analytics in System Reliability

Kumar, Vijay, Pham, Hoang

Predictive Analytics in System Reliability
  • 出版商: Springer
  • 出版日期: 2022-09-09
  • 售價: $4,430
  • 貴賓價: 9.5 折 $4,209
  • 語言: 英文
  • 頁數: 340
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 303105346X
  • ISBN-13: 9783031053467
  • 相關分類: Machine Learning

    • 海外代購書籍(需單獨結帳)

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)

這本書提供工程師和研究人員使用機器學習、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的知識。對於學習可靠性工程的學生也很有用。

這本書使讀者了解系統可靠性與人工智慧、大數據、遺傳演算法、資訊理論和多準則決策等最新技術的關聯，並指向該主題未來的發展。

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)

Dr. Vijay Kumar於1998年和2000年分別在印度羅爾基工學院（Indian Institute of Technology，簡稱IIT）獲得應用數學碩士學位和數學哲學碩士學位。他在德里大學運籌研究系完成了博士學位。目前，他是印度北方邦諾伊達市Amity大學應用科學學院數學系的副教授。他是一本書的合著者，並在國際知名期刊和會議上發表了55多篇軟體可靠性、數學建模和優化方面的研究論文。他目前的研究興趣包括軟體可靠性增長模型、最優控制理論和創新擴散理論中的市場模型。他曾為Springer的《Soft Computing》、IJRQSE、IJQRM、IJSAEM和其他知名期刊審查過許多論文。他曾編輯過《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、質量和運營管理學會（SREQOM）的終身會員。

Dr. Hoang Pham是新澤西州羅格斯大學工業與系統工程系的傑出教授和前主任（2007-2013年）。在加入羅格斯大學之前，他曾在波音公司和愛達荷國家工程實驗室擔任高級工程專家。他曾擔任多個期刊的主編、編輯、副編輯、客座編輯和編委會成員。他是7本書的作者或合著者，發表了190多篇期刊文章，並編輯了15本書，包括Springer的《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40多次特邀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。他是電氣和電子工程師學會（IEEE）和工業工程師學會（IIE）的會士。

類似商品