intelligent mcdm method for supplier selection under fuzzy environment
نویسندگان
چکیده
supplier evaluation and selection is complex which caused by the dynamic and fuzzy environment. current mcdm methods do not consider the nature of the environment that can affect the process of evaluation and ranking. the aim of this study is to propose a dynamic fuzzy hybrid mcdm method for evaluation, ranking and selection. the proposed method employs fuzzy analytic hierarchy process (fahp) for weighting of criteria, and fuzzy inference system (fis). the fis determines the effectiveness ratio for fahp method and fuzzy technique for order performance by similarity to ideal solution (ftopsis). the proposed method has been applied for supplier selection in a steel company to illustrate its applicability, flexibility and accuracy in different decision making situations.
منابع مشابه
Selection of vendors for wind farm under fuzzy MCDM environment
Article history: Received March 16 2013 Received in revised format May 9 2013 Accepted May 3
متن کاملAn integrated fuzzy MCDM approach for supplier evaluation and selection
A fuzzy multi-criteria group decision making approach that makes use of quality function deployment (QFD), fusion of fuzzy information and 2-tuple linguistic representation model is developed for supplier selection. The proposed methodology seeks to establish the relevant supplier assessment criteria while also considering the impacts of inner dependence among them. Two interrelated house of qu...
متن کاملSelection of Best Intelligent Manufacturing System (IMS) Under Fuzzy Moora Conflicting MCDM Environment
The selection decisions are complex, as intelligent manufacturing system selection is more challenging today. There is a need for simple, systematic, and logical methods or mathematical tools to guide decision makers in considering a number of selection attributes and their interrelations and in making right decisions. Although a large number of mathematical approaches are now available to eval...
متن کاملSupplier Selection Using MCDM Method in TV Manufacturing Organization
The aim of this study was to provide an analytical tool to evaluate and select the best supplier(s)/vendor(s) in fuzzy environment for Television (TV) manufacturing organization. A hierarchy through which decision makers can bring about a comparison among the suppliers was worked out and software for the same was developed. The methodology for selection was based upon multiple criteria decision...
متن کاملA new fuzzy dempster MCDM method and its application in supplier selection
Supplier selection is a multi-criterion decision making problem under uncertain environments. Hence, it is reasonable to hand the problem in fuzzy sets theory (FST) and Dempster Shafer theory of evidence (DST). In this paper, a new MCDM methodology, using FST and DST, based on the main idea of the technique for order preference by similarity to an ideal solution (TOPSIS), is developed to deal w...
متن کاملFms Selection under Disparate Level- Of-satisfaction of Decision Making Using an Intelligent Fuzzy-mcdm Model
This chapter outlines an intelligent fuzzy multi-criteria decision-making (MCDM) model for appropriate selection of a flexible manufacturing system (FMS) in a conflicting criteria environment. A holistic methodology has been developed for finding out the “optimal FMS” from a set of candidate-FMSs. This method of trade-offs among various parameters, viz., design parameters, economic consideratio...
متن کاملمنابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
international journal of information science and managementجلد ۲۰۱۴، شماره ۰۴، صفحات ۳۳-۴۰
میزبانی شده توسط پلتفرم ابری doprax.com
copyright © 2015-2023