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A multi-criteria intuitionistic fuzzy group decision making for supplier selection with TOPSIS method

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TLDR
In this study, TOPSIS method combined with intuitionistic fuzzy set is proposed to select appropriate supplier in group decision making environment and Intuitionistic fuzzy weighted averaging (IFWA) operator is utilized to aggregate individual opinions of decision makers for rating the importance of criteria and alternatives.
Abstract
Supplier selection, the process of finding the right suppliers who are able to provide the buyer with the right quality products and/or services at the right price, at the right time and in the right quantities, is one of the most critical activities for establishing an effective supply chain. On the other hand, it is a hard problem since supplier selection is typically a multi criteria group decision-making problem involving several conflicting criteria on which decision maker's knowledge is usually vague and imprecise. In this study, TOPSIS method combined with intuitionistic fuzzy set is proposed to select appropriate supplier in group decision making environment. Intuitionistic fuzzy weighted averaging (IFWA) operator is utilized to aggregate individual opinions of decision makers for rating the importance of criteria and alternatives. Finally, a numerical example for supplier selection is given to illustrate application of intuitionistic fuzzy TOPSIS method.

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Citations
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Journal ArticleDOI

Review: A state-of the-art survey of TOPSIS applications

TL;DR: A state-of-the-art literature survey is conducted to taxonomize the research on TOPSIS applications and methodologies and suggests a framework for future attempts in this area for academic researchers and practitioners.
Journal ArticleDOI

Extension of TOPSIS to Multiple Criteria Decision Making with Pythagorean Fuzzy Sets

TL;DR: Some novel operational laws of PFSs are defined and an extended technique for order preference by similarity to ideal solution method is proposed to deal effectively with them for the multicriteria decision‐making problems with PFS.
Journal ArticleDOI

A review of multi criteria decision making (MCDM) towards sustainable renewable energy development

TL;DR: In this paper, an extensive review in the sphere of sustainable energy has been performed by utilizing multiple criteria decision making (MCDM) technique and future prospects in this area are discussed.
Journal ArticleDOI

Application of decision-making techniques in supplier selection: A systematic review of literature

TL;DR: A systematic literature review on articles published from 2008 to 2012 on the application of DM techniques for supplier selection is provided by using a methodological decision analysis in four aspects including decision problems, decision makers, decision environments, and decision approaches.
Journal ArticleDOI

Fuzzy multiple criteria decision-making techniques and applications - Two decades review from 1994 to 2014

TL;DR: This study reviewed a total of 403 papers published from 1994 to 2014 in more than 150 peer reviewed journals and indicated that, in 2013, scholars have published papers more than other years.
References
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Journal Article

Using intuitionistic fuzzy sets in group decision making

TL;DR: The determination of solutions in group decision making via intuitionism fuzzy sets is considered, and two solution concepts are proposed, intuitionistic fuzzy core and consensus winner.
Book ChapterDOI

A Similarity Measure for Intuitionistic Fuzzy Sets and Its Application in Supporting Medical Diagnostic Reasoning

TL;DR: A new similarity measure for intuitionistic fuzzy sets is proposed and shown its usefulness in medical diagnostic reasoning and point out advantages over the most commonly used similarity measures being just the counterparts of distances.
Journal ArticleDOI

Supplier Selection Using Multi‐objective Programming: A Decision Support System Approach

TL;DR: In this paper, the authors explore the use of a multi-objective programming approach as a method for supplier selection in a just-in-time (JIT) setting.
Journal ArticleDOI

A consensus-reaching process under intuitionistic fuzzy preference relations

TL;DR: It is shown that intuitionistic fuzzy preference relations, that in addition to a membership degree include a hesitation margin, can better reflect the very imprecision of testimonies of the individuals during the consensus‐reaching process.
Book

Principles of Operations Management

Jay Heizer, +1 more
TL;DR: In this paper, the authors present an overview of operations management in a global environment, focusing on the following: 1. Introduction to Operations Management 2. Operations Strategy in a Global Environment 3. Project Management 4. Forecasting Part Two: Designing Operations 5. Design of Goods and Services 6. Managing Quality Supplement 6: Statistical Process Control 7. Capacity and Constraint Management 8. Location Strategies 9. Layout Strategies 10. Human Resources, Job Design, and Work Measurement 11. Supply Chain Management Supplement 11: Outsourcing as a Supply Chain Strategy 12. Aggregate Planning