A Method to Measure The Resilience of Algorithm for Operation Management

被引:55
作者
Han, B. [1 ,2 ]
Liu, C. L. [1 ]
Zhang, W. J. [1 ,2 ]
机构
[1] East China Univ Sci & Technol, Complex & Intelligent Syst, Shanghai, Peoples R China
[2] Univ Saskatchewan, Dept Mech Engn, Saskatoon, SK S7N 5A9, Canada
关键词
resilience; algoritto CA; simulation; damages; TIME;
D O I
10.1016/j.ifacol.2016.07.774
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper proposes a new concept caller tictrit ton in the context of oneratiion management of a Resilience is a behavioral property of the system and it refers to the persistence of the system performance when the systeru is subject to damages. Operation managelllera of a system can be modeled as a mathematical problem. Algo_ ritto i is are to generate a solution to the matheliiatical problem. When a system is subject to damage, the corresponding mathematical problem is changed. The resilience of a system thus reduces to the issue of how and whether the existing algorithm can still generate a solution to the changed problem. This paper further proposes a measure of the resilience of algorithm and takes a supply chain scheduling algorithm as an example to validate the proposed measure. A simulated experiment is provided. (C) 2016, IFAC(International Federation of Automatic Control) Hosting by Elsevier Ltd. All right reserved.
引用
收藏
页码:1442 / 1447
页数:6
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