Introduction to System Reliability Theory
Navarro, Jorge
- 出版商: Springer
- 出版日期: 2022-10-06
- 售價: $2,570
- 貴賓價: 9.5 折 $2,442
- 語言: 英文
- 頁數: 174
- 裝訂: Quality Paper - also called trade paper
- ISBN: 3030869555
- ISBN-13: 9783030869557
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商品描述
This textbook provides the tools for a modern post-graduate introductory course on system reliability theory. It focuses on probabilistic aspects of the theory, including recent results based on signatures, stochastic orders, aging classes, copulas and distortion (or aggregation) functions. The reader requires on an introductory knowledge on probability theory and mathematics. The book serves both for graduate students in mathematics and for engineering students in various disciplines as well as students learning survival analysis, network reliability or simple game theory. Included also are brief introductions to the basic aspects of lifetime modelling, stochastic comparisons, aging classes, mixtures and copula theory. The book develops this knowledge with worked examples and supplies code for the program R so that students can explore its lessons and techniques.
商品描述(中文翻譯)
這本教科書提供了一個現代的研究生入門課程所需的系統可靠性理論工具。它專注於理論的概率方面,包括基於簽名、隨機順序、老化類別、copulas和失真(或聚合)函數的最新結果。讀者需要對概率論和數學有初步的了解。這本書既適用於數學研究生,也適用於各個工程學科的工程學生,以及學習生存分析、網絡可靠性或簡單博弈理論的學生。書中還包括有關壽命建模、隨機比較、老化類別、混合和copula理論的簡要介紹。書中通過實例演示和提供R程式碼來發展這些知識,以便學生可以探索其中的教訓和技巧。