{"title":"Fifty years of reliability in operations research","authors":"Terje Aven, David Rios Insua, Refik Soyer, Xiaoyan Zhu, Enrico Zio","doi":"10.1016/j.ejor.2024.09.010","DOIUrl":null,"url":null,"abstract":"This paper provides an overview of the historical evolution of reliability in the scientific area of operations research. Historical views and future perspectives are specifically offered with regards to reliability modeling and inference, treatment of uncertainty in reliability modelling and analysis, definition of importance measures for identifying those elements of a system which are critical for its reliability, optimization of the design, operation and maintenance of a system with respect to its reliability, adversarial issues, and the growing focus on machine learning for reliability modeling and optimization. The overview and perspectives given are rich but by no means they cover all the great developments and advancements done, nor they point at all still-open issues and coming challenges.","PeriodicalId":55161,"journal":{"name":"European Journal of Operational Research","volume":null,"pages":null},"PeriodicalIF":6.0000,"publicationDate":"2024-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"European Journal of Operational Research","FirstCategoryId":"91","ListUrlMain":"https://doi.org/10.1016/j.ejor.2024.09.010","RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"OPERATIONS RESEARCH & MANAGEMENT SCIENCE","Score":null,"Total":0}
引用次数: 0
Abstract
This paper provides an overview of the historical evolution of reliability in the scientific area of operations research. Historical views and future perspectives are specifically offered with regards to reliability modeling and inference, treatment of uncertainty in reliability modelling and analysis, definition of importance measures for identifying those elements of a system which are critical for its reliability, optimization of the design, operation and maintenance of a system with respect to its reliability, adversarial issues, and the growing focus on machine learning for reliability modeling and optimization. The overview and perspectives given are rich but by no means they cover all the great developments and advancements done, nor they point at all still-open issues and coming challenges.
期刊介绍:
The European Journal of Operational Research (EJOR) publishes high quality, original papers that contribute to the methodology of operational research (OR) and to the practice of decision making.