TY - JOUR
T1 - Risk assessment of R&D projects
T2 - A new approach based on IVIF AHP and fuzzy axiomatic design
AU - Ilbahar, Esra
AU - Cebi, Selcuk
AU - Kahraman, Cengiz
N1 - Publisher Copyright:
© 2022 - IOS Press. All rights reserved.
PY - 2021
Y1 - 2021
N2 - Both national and international encouragements for research and development (RD) projects have been growing worldwide. Since RD projects include various uncertainties related to time, technology, finance, and knowledge, risk management studies are highly significant for the success of these projects. In risk management, all of the potential actions that might have negative impacts on the processes or outputs of a project should be determined, and if it is possible, their negative impacts should be reduced before the project starts. In this study, after risks in RD projects are determined, the alternative projects are prioritized with respect to these risks by using an approach based on interval-valued intuitionistic fuzzy AHP and fuzzy information axiom. Interval-valued Intuitionistic Fuzzy Analytic Hierarchy Process (IVIF AHP) is used to determine the importance degrees of the determined risk factors while fuzzy information axiom is used to evaluate RD projects considering these risk factors. It is revealed that the most important risk is 'Abnormal changes in cost' while the least important one is 'Deficiencies in contract articles'.
AB - Both national and international encouragements for research and development (RD) projects have been growing worldwide. Since RD projects include various uncertainties related to time, technology, finance, and knowledge, risk management studies are highly significant for the success of these projects. In risk management, all of the potential actions that might have negative impacts on the processes or outputs of a project should be determined, and if it is possible, their negative impacts should be reduced before the project starts. In this study, after risks in RD projects are determined, the alternative projects are prioritized with respect to these risks by using an approach based on interval-valued intuitionistic fuzzy AHP and fuzzy information axiom. Interval-valued Intuitionistic Fuzzy Analytic Hierarchy Process (IVIF AHP) is used to determine the importance degrees of the determined risk factors while fuzzy information axiom is used to evaluate RD projects considering these risk factors. It is revealed that the most important risk is 'Abnormal changes in cost' while the least important one is 'Deficiencies in contract articles'.
KW - AHP
KW - fuzzy information axiom
KW - intuitionistic fuzzy sets
KW - RD
KW - risk assessment
UR - http://www.scopus.com/inward/record.url?scp=85152756056&partnerID=8YFLogxK
U2 - 10.3233/JIFS-219215
DO - 10.3233/JIFS-219215
M3 - Article
AN - SCOPUS:85152756056
SN - 1064-1246
VL - 42
SP - 605
EP - 614
JO - Journal of Intelligent and Fuzzy Systems
JF - Journal of Intelligent and Fuzzy Systems
IS - 1
ER -