Extensions of the TOPSIS for group decision-making under fuzzy environment
Fuzzy Sets and Systems
Inter-company comparison using modified TOPSIS with objective weights
Computers and Operations Research
Fuzzy Multiple Attribute Decision Making: Methods and Applications
Fuzzy Multiple Attribute Decision Making: Methods and Applications
Mathematics and Computers in Simulation
IEEE Transactions on Knowledge and Data Engineering
COTS Evaluation using modified TOPSIS and ANP
Applied Mathematics and Computation
Multiple-attribute decision making methods for plant layout design problem
Robotics and Computer-Integrated Manufacturing
Using a multi-criteria decision making approach to evaluate mobile phone alternatives
Computer Standards & Interfaces
Multiple attribute decision-making methods for the dynamic operator allocation problem
Mathematics and Computers in Simulation
A two phase multi-attribute decision-making approach for new product introduction
Information Sciences: an International Journal
Comparison among three analytical methods for knowledge communities group-decision analysis
Expert Systems with Applications: An International Journal
Application of TOPSIS in evaluating initial training aircraft under a fuzzy environment
Expert Systems with Applications: An International Journal
Fuzzy multi-attribute cost–benefit analysis of e-services: Research Articles
International Journal of Intelligent Systems
Compromise ratio method for fuzzy multi-attribute group decision making
Applied Soft Computing
Fuzzy multi-criteria evaluation of industrial robotic systems
Computers and Industrial Engineering
Generalizing TOPSIS for fuzzy multiple-criteria group decision-making
Computers & Mathematics with Applications
Information and Software Technology
International Journal of Intelligent Systems
A fuzzy closeness approach to fuzzy multi-attribute decision making
Fuzzy Optimization and Decision Making
Using AHP and TOPSIS approaches in customer-driven product design process
Computers in Industry
Computers and Operations Research
Mathematics and Computers in Simulation
Dynamic multi-attribute decision making model with grey number evaluations
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Fractional programming methodology for multi-attribute group decision-making using IFS
Applied Soft Computing
Fuzzy hierarchical TOPSIS for supplier selection
Applied Soft Computing
Solving a sealed-bid reverse auction problem by multiple-criterion decision-making methods
Computers & Mathematics with Applications
Development of an expert selection system to choose ideal cities for medical service ventures
Expert Systems with Applications: An International Journal
TQM consultant selection in SMEs with TOPSIS under fuzzy environment
Expert Systems with Applications: An International Journal
Selecting the preferable bancassurance alliance strategic by using expert group decision technique
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Use of hybrid multiple uncertain attribute decision making techniques in safety management
Expert Systems with Applications: An International Journal
Customer evaluation for order acceptance using a novel class of fuzzy methods based on TOPSIS
Expert Systems with Applications: An International Journal
Developing a fuzzy TOPSIS approach based on subjective weights and objective weights
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Attribute based specification, comparison and selection of electroplating system using MADM approach
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
An interval arithmetic based fuzzy TOPSIS model
Expert Systems with Applications: An International Journal
Soft Computing - A Fusion of Foundations, Methodologies and Applications
Fuzzy performance evaluation in Turkish Banking Sector using Analytic Hierarchy Process and TOPSIS
Expert Systems with Applications: An International Journal
Using fuzzy TOPSIS method for evaluating the competitive advantages of shopping websites
Expert Systems with Applications: An International Journal
Information systems outsourcing decisions using a group decision-making approach
Engineering Applications of Artificial Intelligence
A hybrid multi-criteria decision-making model for firms competence evaluation
Expert Systems with Applications: An International Journal
Information Sciences: an International Journal
Fuzzy multiple attributes group decision-making based on the interval type-2 TOPSIS method
Expert Systems with Applications: An International Journal
A method for group decision-making based on multi-granularity uncertain linguistic information
Expert Systems with Applications: An International Journal
Hybrid models in decision making under uncertainty: The case of training provider evaluation
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
A goal programming approach to estimating performance weights for ranking firms
Computers and Operations Research
A fuzzy MCDM approach for personnel selection
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Computing with words to assess the sustainability of renewable energy options
Expert Systems with Applications: An International Journal
A fuzzy integrated methodology for evaluating conceptual bridge design
Expert Systems with Applications: An International Journal
A new TOPSIS-based multi-criteria approach to personnel selection
Expert Systems with Applications: An International Journal
Project selection for oil-fields development by using the AHP and fuzzy TOPSIS methods
Expert Systems with Applications: An International Journal
A new integrated design concept evaluation approach based on vague sets
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Evaluating vehicle telematics system by using a novel MCDM techniques with dependence and feedback
Expert Systems with Applications: An International Journal
IEEE Transactions on Fuzzy Systems
A performance evaluation model by integrating fuzzy AHP and fuzzy TOPSIS methods
Expert Systems with Applications: An International Journal
An integrated group decision making model and its evaluation by DEA for automobile industry
Expert Systems with Applications: An International Journal
Integration of fuzzy AHP and FPP with TOPSIS methodology for aeroengine health assessment
Expert Systems with Applications: An International Journal
Hybridizing principles of TOPSIS with case-based reasoning for business failure prediction
Computers and Operations Research
An extended TOPSIS for determining weights of decision makers with interval numbers
Knowledge-Based Systems
An ERP model for supplier selection in electronics industry
Expert Systems with Applications: An International Journal
A combined methodology for supplier selection and performance evaluation
Expert Systems with Applications: An International Journal
Support managers' selection using an extension of fuzzy TOPSIS
Expert Systems with Applications: An International Journal
Supplier selection with an integrated methodology in unknown environment
Expert Systems with Applications: An International Journal
A systematic approach to heterogeneous multiattribute group decision making
Computers and Industrial Engineering
Development of expert decision model to monitor precision of solar silicon wafer machine line
Computers and Industrial Engineering
Telecommunications Policy
Expert Systems with Applications: An International Journal
Multi-Criteria Decision Making support system for pancreatic islet transplantation
Expert Systems with Applications: An International Journal
Fuzzy TOPSIS for group decision making: A case study for accidents with oil spill in the sea
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Rank B2C e-commerce websites in e-alliance based on AHP and fuzzy TOPSIS
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
An empirical study of classification algorithm evaluation for financial risk prediction
Applied Soft Computing
Expert Systems with Applications: An International Journal
An OWA-TOPSIS method for multiple criteria decision analysis
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Optimal location selection for an international distribution center by using a new hybrid method
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Multicriteria decision making in energy planning using a modified fuzzy TOPSIS methodology
Expert Systems with Applications: An International Journal
A fuzzy TOPSIS based approach for e-sourcing
Engineering Applications of Artificial Intelligence
International Journal of Computer Integrated Manufacturing
Structured methodology for supplier selection and evaluation in a supply chain
Information Sciences: an International Journal
Multi-attribute decision making for green electrical discharge machining
Expert Systems with Applications: An International Journal
A fuzzy multi-criteria decision making model for supplier selection
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
A Delphi-AHP-TOPSIS based benchmarking framework for performance improvement of a cold chain
Expert Systems with Applications: An International Journal
Coding, evaluation and optimal selection of a mechatronic system
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Risk assessment model selection in construction industry
Expert Systems with Applications: An International Journal
A new fuzzy dempster MCDM method and its application in supplier selection
Expert Systems with Applications: An International Journal
An integrated fuzzy TOPSIS and MCGP approach to supplier selection in supply chain management
Expert Systems with Applications: An International Journal
Computers and Industrial Engineering
Expert Systems with Applications: An International Journal
Application of fuzzy TOPSIS in evaluating sustainable transportation systems
Expert Systems with Applications: An International Journal
A user centric service-oriented modeling approach
World Wide Web
A comparison study of fuzzy MADM methods in nuclear safeguards evaluation
Journal of Global Optimization
A hybrid approach based on SERVQUAL and fuzzy TOPSIS for evaluating transportation service quality
Computers and Industrial Engineering
Multi-criteria analysis for a maintenance management problem in an engine factory: rational choice
Journal of Intelligent Manufacturing
A multi-methodological approach for shipping registry selection in maritime transportation industry
Mathematical and Computer Modelling: An International Journal
Mathematical and Computer Modelling: An International Journal
Mathematical and Computer Modelling: An International Journal
Extension of TOPSIS for decision-making problems with interval data: Interval efficiency
Mathematical and Computer Modelling: An International Journal
Group decision-making based on concepts of ideal and anti-ideal points in a fuzzy environment
Mathematical and Computer Modelling: An International Journal
A hybrid MCDM model for strategic vendor selection
Mathematical and Computer Modelling: An International Journal
An extension of TOPSIS for group decision making
Mathematical and Computer Modelling: An International Journal
Mathematical and Computer Modelling: An International Journal
Mathematical and Computer Modelling: An International Journal
A novel hybrid decision-making model for selecting locations in a fuzzy environment
Mathematical and Computer Modelling: An International Journal
A PSO-Fuzzy group decision-making support system in vehicle performance evaluation
Mathematical and Computer Modelling: An International Journal
Combining grey relation and TOPSIS concepts for selecting an expatriate host country
Mathematical and Computer Modelling: An International Journal
Comparison of weights in TOPSIS models
Mathematical and Computer Modelling: An International Journal
Approximate TOPSIS for vessel selection under uncertain environment
Expert Systems with Applications: An International Journal
Journal of Intelligent Manufacturing
Soft computing based on interval valued fuzzy ANP-A novel methodology
Journal of Intelligent Manufacturing
A SCOR based approach for measuring a benchmarkable supply chain performance
Journal of Intelligent Manufacturing
Comparison of design concepts in multi-criteria decision-making using level diagrams
Information Sciences: an International Journal
A fuzzy TOPSIS model via chi-square test for information source selection
Knowledge-Based Systems
An approach to generalization of fuzzy TOPSIS method
Information Sciences: an International Journal
Group decision making with multi-attribute interval data
Information Fusion
A peer IF-TOPSIS based decision support system for packaging machine selection
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Information Sciences: an International Journal
Hi-index | 12.06 |
Multi-Criteria Decision Aid (MCDA) or Multi-Criteria Decision Making (MCDM) methods have received much attention from researchers and practitioners in evaluating, assessing and ranking alternatives across diverse industries. Among numerous MCDA/MCDM methods developed to solve real-world decision problems, the Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) continues to work satisfactorily across different application areas. In this paper, we conduct a state-of-the-art literature survey to taxonomize the research on TOPSIS applications and methodologies. The classification scheme for this review contains 266 scholarly papers from 103 journals since the year 2000, separated into nine application areas: (1) Supply Chain Management and Logistics, (2) Design, Engineering and Manufacturing Systems, (3) Business and Marketing Management, (4) Health, Safety and Environment Management, (5) Human Resources Management, (6) Energy Management, (7) Chemical Engineering, (8) Water Resources Management and (9) Other topics. Scholarly papers in the TOPSIS discipline are further interpreted based on (1) publication year, (2) publication journal, (3) authors' nationality and (4) other methods combined or compared with TOPSIS. We end our review paper with recommendations for future research in TOPSIS decision-making that is both forward-looking and practically oriented. This paper provides useful insights into the TOPSIS method and suggests a framework for future attempts in this area for academic researchers and practitioners.