Multi Criteria Decision Making (MCDM) is a generic term for all methods that help people making decisions according to their preferences, in situations where there is more than one conflicting criterion. It is a branch of operational research dealing with finding optimal results in complex scenarios including various indicators, conflicting objectives and criteria. The approach of MCDM involves decision making concerning quantitative and qualitative factors.
The importance and success of MCDM are due to the fact that they have successfully dealt with different types of problematics for supporting decision makers such as choice, ranking and sorting, description.
Even though, each of the different problematics in MCDM is important, Multi-Criteria Decision-Making Sorting Methods will focus on sorting approaches across a wide range of interesting techniques and research disciplines. The applications which have been and can be solved by these techniques are more and more important in current real-world decision-making problems. Therefore, the book provides a clear overview of MCDM sorting methods and the different tools which can be used to solve real-world problems by revising such tools and characterizing them according to their performance and suitability for different types of problems.
The book is aimed at a broad audience including computer scientists, engineers, geography and GIS experts, business and financial management experts, environment experts, and all those professional people interested in MCDM and its applications. The book may also be useful for teaching MCDM courses in fields such as industrial management, computer science, and applied mathematics, as new developments in multi-criteria decision making.
Provides insights into the latest research trends in MCDM sorting methods and fuzzy-based approaches
Focuses on the application of MCDM sorting methods to GIS based problems
Presents engineers, computer scientists and researchers with effective and efficient solutions to real-world problems
Author(s): Luis Martínez López; Alessio Ishizaka; Jindong Qin; Pavel Anselmo Álvarez Carrillo
Publisher: Elsevier Science & Technology
Year: 2023
Language: English
Pages: 280
Foreword
References
Chapter 1: Multi-Criteria Decision-Making
Abstract
1.1. Introduction
1.2. MCDM: elements and classification
1.3. Types of MCDM problems
1.4. Categorization of MCDM methods
1.5. MCDM methods
1.6. Structure of the book
References
Chapter 2: Multiple-Criteria Decision-Making sorting method
Abstract
2.1. Introduction
2.2. Background
2.3. Publications on sorting methods
2.4. Trends and future directions for MCDM sorting
References
Chapter 3: MCDM sorting methods
Abstract
3.1. AHPSort: a sorting method based on AHP
3.2. ANPSort: a sorting method based on ANP
3.3. FlowSort: a sorting method based on PROMETHEE
3.4. UTADIS (UTilités Additives DIScriminantes): a multi-criteria classification method
3.5. ELECTRE TRI: a sorting method based on ELECTREE
3.6. TOPSIS-Sort: a sorting method based on TOPSIS
3.7. VIKORSort: a sorting method based on VIKOR
3.8. CODAS-SORT: a new CODAS-based method for sorting problems
3.9. MACBETHSort: a multiple-criteria decision-aid procedure for sorting problems
3.10. DEASort: data envelopment analysis based on sorting
References
Chapter 4: Fuzzy sets and MCDM sorting
Abstract
4.1. Fuzzy sets: concepts
4.2. Fuzzy MCDM sorting methods
4.3. MCDM fuzzy sorting approaches
4.4. Conclusion
References
Chapter 5: Analysis of MCDM sorting methods
Abstract
5.1. Suitability and necessity
5.2. Characterization
References
Chapter 6: Applications of MCDM sorting
Abstract
6.1. GIS aware decisions
6.2. Real-world case studies
References
Chapter 7: Future research and remarks on MCDM sorting
Abstract
7.1. MCDM sorting: trends and new avenues
7.2. Concluding remarks
References
Index
