Title of article :
Determining project characteristics and critical path by a new approach based on modied NWRT method and risk assessment under an interval type-2 fuzzy environment
Author/Authors :
Dorfeshan, Y. Department of Industrial Engineering - Faculty of Engineering - Shahed University, Tehran, Iran , Mousavi, S.M. Department of Industrial Engineering - Faculty of Engineering - Shahed University, Tehran, Iran , Vahdani, B. Department of Industrial Engineering - Faculty of Industrial and Mechanical Engineering - Islamic Azad University Qazvin Branch, Qazvin, Iran , Siadat, A. Laboratoire de Conception Fabrication Commande - Arts et Metiers Paris Tech, Centre de Metz, Metz, France
Abstract :
Considering the important role of risks in real-world projects and the ability
of Interval Type-2 Fuzzy Sets (IT2FSs) to tackle uncertainty, this study introduces a new
approach to consider risks and the correlation among risk factors by subjective judgment of
experts on the probability and impact under IT2FSs. Furthermore, a new impact function
used for considering the correlation among the risk factors is extended under an IT2F
environment. Moreover, a new subtraction operator is introduced for the critical path
analysis. The Node-Weighted Rooted Tree (NWRT) method is modied based on the
proposed new operator to avoid producing negative number for characteristics of each
activity. In addition, in order to deal with the uncertainty of the projects, NWRT method
is developed under the IT2FSs. Finally, to illustrate the validity and capability of the
proposed method, two examples derived from the literature are solved and compared.
Keywords :
Project scheduling , Risk factors , Interval Type-2 Fuzzy Sets (IT2FSs) , Project characteristics , Project critical path , Modified Node Weighted Rooted Tree (NWRT) method
Journal title :
Scientia Iranica(Transactions E: Industrial Engineering)