Cloud computing technology selection based on interval-valued intuitionistic fuzzy MCDM methods

被引:0
作者
Gülçin Büyüközkan
Fethullah Göçer
Orhan Feyzioğlu
机构
[1] Galatasaray University,Industrial Engineering Department
来源
Soft Computing | 2018年 / 22卷
关键词
Cloud computing technology (CCT); Provider selection (PS); CCT criteria identification; Multi-criteria decision making (MCDM); Interval-valued intuitionistic fuzzy (IVIF);
D O I
暂无
中图分类号
学科分类号
摘要
Cloud computing technology (CCT) can bring considerable advantages to businesses and people by taking over many time-wasting technicalities, such as establishing communications infrastructure, thus adding value. CCT is revolutionizing every industry by allowing all types of organizations to buy a service instead of owning with flexible rates. An objective of this study is to identify a set of relevant decision criteria and their subcriteria needed in the evaluation of the CCT provider selection (PS) problem. Another objective is to provide a powerful integrated framework that can be used for the evaluation and selection of the most appropriate CCT provider and then to apply this proposed approach in a real case study. CCT PS is a complex multi-criteria decision problem that involves a number of qualitative and quantitative parameters that might be conflicting, or even ambiguous. Interval-valued intuitionistic fuzzy (IVIF) set is an effective concept that is used to cope with uncertainty by taking both the degree of membership and non-membership functions in an interval. Therefore, this paper proposes a state-of-the-art novel methodology consisting of IVIF analytic hierarchy process, IVIF complex proportional assessment, IVIF multi-objective optimization by ratio analysis plus the full multiplicative form, IVIF technique for order of preference by similarity to ideal solution and IVIF višekriterijumsko kompromisno rangiranje methods. This combination aims to rank available CCT PS alternatives in the presence of imprecise and vague information.
引用
收藏
页码:5091 / 5114
页数:23
相关论文
共 96 条
[1]  
Abdullah L(2016)A new preference scale mcdm method based on interval-valued intuitionistic fuzzy sets and the analytic hierarchy process Soft Comput 20 511-523
[2]  
Najib L(1986)Intuitionistic fuzzy sets Fuzzy Sets Syst 20 87-96
[3]  
Atanassov K(1989)Interval valued intuitionistic fuzzy sets Fuzzy Sets Syst 31 343-349
[4]  
Atanassov K(2014)SLA aware cost based service ranking in cloud computing Int J Appl or Innov Eng Manag 3 257-268
[5]  
Gargov G(2006)The MOORA method and its application to privatization in a transition economy Control Cybern 35 445-469
[6]  
Bathla P(2010)Project management by multimoora as an instrument for transition economies Technol Econ Dev Econ 16 5-24
[7]  
Vashist S(2011)Multimoora optimization used to decide on a bank loan to buy property Technol Econ Dev Econ 17 174-188
[8]  
Brauers WKM(2017)Application of a new combined intuitionistic fuzzy MCDM approach based on axiomatic design methodology for the supplier selection problem Appl Soft Comput 52 1222-1238
[9]  
Zavadskas EK(2011)Conceptual framework and research method for personality traits and sales force automation usage Sci Res Essays 6 3784-3793
[10]  
Brauers WKM(2013)A framework for ranking of cloud computing services Future Gener Comput Syst 29 1012-1023