Performance Prediction and Analytics of Fuzzy, Reliability and Queuing Models: Theory and Applications (Asset Analytics)
暫譯: 模糊、可靠性與排隊模型的性能預測與分析:理論與應用(資產分析)
- 出版商: Springer
- 出版日期: 2018-09-05
- 售價: $4,510
- 貴賓價: 9.5 折 $4,285
- 語言: 英文
- 頁數: 282
- 裝訂: Hardcover
- ISBN: 981130856X
- ISBN-13: 9789811308567
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商品描述
This book presents the latest developments and breakthroughs in fuzzy theory and performance prediction of queuing and reliability models by using the stochastic modeling and optimization theory. The main focus is on analytics that use fuzzy logic, queuing and reliability theory for the performance prediction and optimal design of real-time engineering systems including call centers, telecommunication, manufacturing, service organizations, etc. For the day-to-day as well as industrial queuing situations and reliability prediction of machining parts embedded in computer, communication and manufacturing systems, the book assesses various measures of performance and effectiveness that can provide valuable insights and help arrive at the best decisions with regard to service and engineering systems.
In twenty chapters, the book presents both theoretical developments and applications of the fuzzy logic, reliability and queuing models in a diverse range of scenarios. The topics discussed will be of interest to researchers, educators and undergraduate students in the fields of Engineering, Business Management, and the Mathematical Sciences.
商品描述(中文翻譯)
本書介紹了模糊理論及排隊和可靠性模型的性能預測方面的最新發展和突破,並運用隨機建模和優化理論。主要重點在於使用模糊邏輯、排隊和可靠性理論進行性能預測和實時工程系統的最佳設計,包括呼叫中心、電信、製造業、服務組織等。針對日常及工業排隊情況以及嵌入計算機、通信和製造系統的機械零件的可靠性預測,本書評估了各種性能和有效性的衡量指標,這些指標能提供有價值的見解,並幫助做出有關服務和工程系統的最佳決策。
本書共分為二十章,涵蓋了模糊邏輯、可靠性和排隊模型的理論發展及其在多種情境中的應用。所討論的主題將吸引工程、商業管理及數學科學領域的研究人員、教育工作者和本科生的興趣。