Using numerical examples to illustrate their concepts and results, this book examines recently developed fuzzy multi-criteria methods, such as Intuitionistic Fuzzy TOPSIS, Intuitionistic Fuzzy TOPSIS & DEA-AHP, Intuitionistic VIKOR, Pythagorean WASPAS, Pythagorean ENTROPI, Hesitant CBD, Hesitant MABAC, Triangular EDAS, Triangular PROMETHEE, q-Rung Orthopair COPRAS, and Fuzzy Type – 2 ELECTRE. Each chapter covers practical applications in addition to fresh developments and results.
Given its structure and scope, the book can be used as a textbook in graduate courses on operations research and industrial engineering. It also offers a valuable resource for scientists working in a range of disciplines that require multi-criteria decision making.
Author(s): Babek Erdebilli, Gerhard-Wilhelm Weber
Publisher: Springer
Year: 2022
Language: English
Pages: 214
City: Cham
Preface
Contents
Data-Driven Multi-Criteria Group Decision Making Under Heterogeneous Information
1 Introduction
2 Proposed Data-Driven Multi-Criteria Group Decision-Making Methodology
2.1 Cumulative Belief Degree Approach
3 An Illustrative Example
4 Conclusion
References
Supplier Evaluation with Q-Rung Orthopair Fuzzy-Based COPRAS Method
1 Introduction
2 Literature Survey
3 q-ROF COPRAS Method
3.1 q-ROF Sets
3.2 q-ROF COPRAS Methodology
4 Case Study
4.1 Application of the Proposed Method
4.2 Comparison
5 Conclusion
References
An Integrated Intuitionistic Fuzzy MCDM Model: Its Application to RIS
1 Introduction
2 Literature Review
3 Background
3.1 Intuitionistic Fuzzy Set (IFS)
3.2 Analytic Hierarchy Process (AHP)
3.3 Data Envelopment Analysis (DEA)
4 The Proposed Methodology
5 Illustrative Examples
5.1 Data Collection
6 Conclusion
References
Prioritization of Automotive Dealers According to Environmental Sustainability Criteria Using Fuzzy EDAS Method
1 Introduction
2 Literature Review
3 Fuzzy Logic and Its Basic Operations
4 Implementation Steps of F-EDAS
5 F-EDAS Application for Dealer Prioritization
6 Results and Conclusions
Appendix
Step 1: Structure Fuzzy Decision Matrix
Step 2: Determine Criteria Weights
Step 3: Generate Average Solution Matrix
Step 4: Form Positive Distance Matrix
Step 4: Form Negative Distance Matrix
Step 5: Calculate Weighted Positive Distances
Step 5: Calculate Weighted Negative Distances
Step 6: Normalize Weighted Positive and Negative Distance Matrices
Step 7: Compute Fuzzy Appraisal Score for Alternatives
Step 8: Defuzzify Appraisal Score
References
Ranking of the Bottled Water Brands Using Interval Type-2 Fuzzy ELECTRE Method
1 Introduction
2 Methods
2.1 Preliminaries of Interval Type-2 Fuzzy Sets
2.2 IT2F-ELECTRE Method
3 Case Study
4 Conclusion
References
Interval-Valued Pythagorean Fuzzy Entropy Weight Method and Its Application to Supplier Selection
1 Introduction
2 Literature Review
3 Interval-Valued Pythagorean Fuzzy Sets: Preliminaries
4 Crisp Entropy Weight Method
5 Interval-Valued Pythagorean Fuzzy Entropy Weight Method
6 Application
6.1 Solution Steps
6.2 Comparative Analysis with IVPF-CRITIC Method
6.3 Discussion
6.4 Observation of the Effects of Defuzzification Method
7 Conclusion
References
Hospital Performance Evaluation in COVID-19 Pandemic by Using Hesitant Fuzzy MABAC
1 Introduction
2 Literature Review
3 Methodology
4 Application
5 Results and Conclusion
References
A Multiple Criteria Ranking Method Based on Outranking Relations: An Extension for Prospect Theory
1 Introduction
2 The Proposed Method
3 An Illustrative Example
4 A Case Study
5 Conclusions
References
Development of a Cutting Insert Selection Model Using the Hesitant Fuzzy TOPSIS
1 Introduction
2 Literature Review
3 Method
3.1 Hesitant Fuzzy Sets
3.2 Hesitant Fuzzy TOPSIS
4 Cutting Insert Selection Application Using the Hesitant Fuzzy TOPSIS Model
5 Conclusions
Appendix
Appendix 1: Positive Ideal Solution (PIS) Calculation
Appendix 2: Negative Ideal Solution (NIS) Calculation
References
Comparing SMEs According to Industry 4.0 Adaptations for Mitigating the Bullwhip Effect
1 Introduction
2 Literature Review
2.1 Industry 4.0 and Supply Chain Management
2.2 Bullwhip Effect in Supply Chain
3 Methodology
3.1 Intuitionistic Fuzzy TOPSIS (IF-TOPSIS)
4 Pilot Case Study
5 Conclusion
References
Evaluating Industry 4.0 Barriers by Intuitionistic Fuzzy VIKOR Method
1 Introduction
2 Literature Review
3 Methodology
3.1 Intuitionistic Fuzzy Set Theory
3.2 The Proposed VIKOR Method
4 Example: Evaluation of Industry 4.0 Barriers
5 Conclusion
References
An Application of Interval Valued Pythagorean Fuzzy WASPAS Method for Drone Selection to Last Mile Delivery Operations
1 Introduction
2 Interval Valued Pythagorean Fuzzy Sets
3 IVPF-WASPAS Method
4 Application of Drone Selection
5 Conclusion
References
Stationary Characteristics for Renewal-Reward Process with Generalized Reflecting Barrier and Fuzzy Demands
1 Introduction
2 Mathematical Construction of Process X(t)
3 Main Results
3.1 Exact Expression for α-cuts of Ergodic Distribution of Process
3.2 Asymptotic Expansion for α-cuts of Ergodic Distribution of Process
3.3 Asymptotic Expansion for α-cuts of Ergodic Moments of Process
4 Conclusion
References
