TAILIEUCHUNG - Criticality assessment risk contribution of fuzzy logic
In order to determine the criticality of a risk, an assessment of the probability of occurrence (notion of frequency) and of the impact (notion of severity) are to be estimated. The criticality is the product of the probability of its occurrence and the impact that the risk has on the project, hence on the whole company. | Yugoslav Journal of Operations Research 28 (2018), Number 1, 93–105 DOI: CRITICALITY ASSESSMENT RISK; CONTRIBUTION OF FUZZY LOGIC S. MASMOUDI Faculty of Economics and Management Sciences, University of Sfax, Tunisia Road A´eroport Km 4, BP 1088, Sfax 3018, Tunisia soniamasmoudi@ M. M. DHIAF Emirates College of Technology, . Box 41009, Abu Dhabi, UAE Received: November 2016 / Accepted: March 2017 Abstract: In order to determine the criticality of a risk, an assessment of the probability of occurrence (notion of frequency) and of the impact (notion of severity) are to be estimated. The criticality is the product of the probability of its occurrence and the impact that the risk has on the project, hence on the whole company. So, the practice of matrix or the criticality grid considering these two dimensions is necessary. However, the criticality grid involves the insufficiencies inherent to the subjective behavior of expert judgments and to the imprecise information engaged in the assessment of the risk. Taking into account the problems of the imperfection implied in the Conventional Criticality Matrix (CCM), the objective of this work is to develop a Fuzzy Criticality Matrix (FCM) to overcome these difficulties. The proposed model aims at improving the system of fuzzy inference. The proposed approach is applied to a test system which is the company SAROST . Keywords: Criticality, Fuzzy Inference System, (Conventional/Fuzzy) Criticality Matrix (CCM) / (FCM). MSC: 90B06, 03B52, 93C42. 1. INTRODUCTION Although the criticality grid is mostly used in current applications, it has deficiencies inseparable from the subjective behavior of assessors judgments and imprecise information used in risk assessment. 94 S. Masmoudi and M. M. Dhiaf / Critical Assessment Risk The information used may be contaminated with imperfection and ambiguity. In addition, they may be in insufficient quantity, thus not .
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