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A DEMATEL-Based Completion Method for Incomplete Pairwise Comparison Matrix in AHP [article]

Xinyi Zhou and Yong Hu and Yong Deng and Felix T.S. Chan and Alessio Ishizak
2016 arXiv   pre-print
In this paper, based on DEMATEL which has ability to derive the total relation matrix from direct relation matrix, a new completion method for incomplete pairwise comparison matrix is proposed.  ...  However, in many cases, the pairwise comparison matrix is difficult to complete, which obstructs the subsequent operations of the clas- sical AHP.  ...  If (R i − C i ) < 0, DEMATEL-based completion method In this section, a DEMATEL-based completion method for incomplete pairwise comparison matrix in AHP is proposed.  ... 
arXiv:1607.08116v1 fatcat:pmvg3wmmqfc2zou7mgfjngpwri

A DEMATEL-based completion method for incomplete pairwise comparison matrix in AHP

Xinyi Zhou, Yong Hu, Yong Deng, Felix T. S. Chan, Alessio Ishizaka
2018 Annals of Operations Research  
In this paper, based on Decision-Making and Trial Evaluation Laboratory (DEMATEL) method which has ability to derive the total relation matrix from direct relation matrix, a new completion method for incomplete  ...  Pairwise Comparison Matrix (PCM) as a crucial component of Analytic Hierarchy Process (AHP) presents the preference relations among alternatives.  ...  The DEMATEL-based completion method for iPCMs in AHP In this section, a DEMATEL-based completion method for iPCMs in AHP is proposed first.  ... 
doi:10.1007/s10479-018-2769-3 fatcat:c63i6gfubzdufh4alewn25kssi

Neutrosophic Completion Technique for Incomplete Higher-Order AHP Comparison Matrices

Ignacio J. Navarro, José V. Martí, Víctor Yepes
2021 Mathematics  
10% between estimates and the weights resulting from a conventionally completed AHP matrix, and a root mean standard error below 15%.  ...  The method is applied to a sustainable-design problem, resulting in weight estimations that allow for a reduction of up to 22% of the conventionally required comparisons, with an average accuracy below  ...  derivation out of a neutrosophic AHP comparison matrix, and Section 2.3 presents a method for the completion of incomplete comparison matrices in a neutrosophic environment.  ... 
doi:10.3390/math9050496 doaj:380279e53d164c96ac0e463a370c0a72 fatcat:7xx33qad4bbtnhk45dsutuh3tm

A Survey of the Effective Factors on Success or Failure of Executing Geographical Information Systems by Multiple - Criteria Decision Making Techniques

Ali Bazaee, Asie Lotfi
2014 Kuwait Chapter of Arabian Journal of Business and Management Review  
This decision making method is based on pairwise comparison. To investigate the mutual effects, Dematel method was used.  ...  Ranking of the agreed factors of experts to identify success or failure of execution was done using Analytical Hierarchy Analysis (AHP) method.  ...  As the pairwise comparison creates data as "ratio" and inverse comparison matrix, this method is more suitable as geometry mean shows inverse feature in pairwise comparison matrix (Momeni, 2006, 57).  ... 
doi:10.12816/0018851 fatcat:66qovcvy6fdwnkba5ncl5rq2ty

Harnessing Corporate Sustainability Decision-Making Complexity: A Field Study of Complementary Approaches

Nadine Kafa, Anicia Jaegler, Joseph Sarkis
2020 Sustainability  
Alternatively, DEMATEL and AHP can provide expert and more objective inputs for intangible factors, used in the Bayesian network approach.  ...  The combination of DEMATEL, AHP and Bayesian approaches, although they are supportive and complementary methods, has seen limited investigation.  ...  Therefore, we propose a hydride approach based on AHP-DEMATEL-BN methods.  ... 
doi:10.3390/su122410584 fatcat:prporkojcvfsvp3pm76g574oom

Research on Sustainable Supplier Selection Based on the Rough DEMATEL and FVIKOR Methods

Jing Zhang, Dong Yang, Qiang Li, Benjamin Lev, Yanfang Ma
2020 Sustainability  
In competitive global markets, sustainable suppliers are critical success factors for sustainable supply chain operations.  ...  Sustainable supplier selection must be based on a complex network of numerous indicators and experts' fuzzy linguistic terms.  ...  Sustainable supplier selection criteria weights derived from the pairwise comparison. supplier ranking calculated by the AHP-VIKOR method is 3 Table 1 . 1 The pairwise comparison matrix.  ... 
doi:10.3390/su13010088 fatcat:o5u6phnuybexjgroj6ozrhak6i

Prioritizing MoNE 2019-2023 Strategic Goals and Objectives with Analytical Hierarchy Process and Analysis of Relationship between Affecting-Affected Strategic Goals with DEMATEL Method

2021 Hacettepe University Journal of Education  
goal (A supportive private schooling structure will be put into practice for all the schools in accordance with the international standards) was the least weighted.  ...  to provide an example for decisionmakers and to contribute to the efficient and productive use of public resources by making use of Analytical Hierarchy Process method and DEMATEL which are of the Multi  ...  AHP and DEMATEL methods.  ... 
doi:10.16986/huje.2021067518 fatcat:cb6ixaviwbbvllv7d2wp3rcsgq

OTAs Selection for Hot Spring Hotels by a Hybrid MCDM Model

Sen-Kuei Liao, Hsiao-Yin Hsu, Kuei-Lun Chang
2019 Mathematical Problems in Engineering  
The aim of this paper is threefold: first, to obtain selection criteria for OTAs based on the fuzzy Delphi method; second, to extract interdependencies between the perspectives using decision making trial  ...  Based on the proposed model, a real-world company was conducted and demonstrated OTAs selection problem; the results demonstrated the proficiencies and effectiveness of this model.  ...  Based on this process, a DEMATEL impact relation map was created, as shown in Figure 1 . Step 2. Perform pairwise comparison.  ... 
doi:10.1155/2019/4251362 fatcat:gai6i4awgva6tn4rdnz2kfdgqu

Cloud Service Selection Using Multicriteria Decision Analysis

Md Whaiduzzaman, Abdullah Gani, Nor Badrul Anuar, Muhammad Shiraz, Mohammad Nazmul Haque, Israat Tanzeena Haque
2014 The Scientific World Journal  
We identify and synthesize several MCDA techniques and provide a comprehensive analysis of this technology for general readers.  ...  In addition, we present a taxonomy derived from a survey of the current literature.  ...  In AHP, a ratio is assigned to each pairwise comparison between issues for each criterion in a hierarchy and also between the criteria themselves.  ... 
doi:10.1155/2014/459375 pmid:24696645 pmcid:PMC3947867 fatcat:jjqitej5lvb3ta7jipcn3ahb2u

MCGDM with AHP based on Adaptive Interval Value Fuzzy

Yeni Kustiyahningsih, Fatmawati Fatmawati, Herry Suprijanto
2018 TELKOMNIKA (Telecommunication Computing Electronics and Control)  
This research produced a new decision-making model and algorithm based on AIV-FAHP used to measure the quality of e-learning.  ...  The steps in constructing IV-FAHP methods are as follows: a. Construction of pairwise comparison matrix D for criteria. i,j = 1,2, ...,n. b. Normalization of pairwise comparison matrices.  ...  ,n.Based on the pairwise comparison matrix that has been defined in Steps 3 and 4, then the matrix will be converted into Fuzzy interval number scale.  ... 
doi:10.12928/telkomnika.v15i4.7000 fatcat:df6dyzvryfcqzpd2z5pllsku7m

An integrated DEMATEL-ANP-VIKOR approach for food distribution center site selection: A case study of Georgia

Burcu Sayin Okatan, Iskender Peker, Birdogan Baki
2019 Pressacademia  
Creation of the relationship matrix and the network model: Decision makers complete all pairwise comparisons using 1-9 scale suggested by Saaty.  ...  Creation of unweighted and weighted matrix: Pairwise comparisons matrix formed from the relationship matrix; all of these paired comparisons are shown in the unweighted matrix.  ... 
doi:10.17261/pressacademia.2019.1030 fatcat:icw5dxwpojbu5ojrbwwd4ykdc4

A New Model for Determining Weight Coefficients of Criteria in MCDM Models: Full Consistency Method (FUCOM)

Dragan Pamučar, Željko Stević, Siniša Sremac
2018 Symmetry  
The model validation was performed by comparing it with the other subjective models (the Best Worst Method (BWM) and Analytic Hierarchy Process (AHP)), based on the pairwise comparisons of the criteria  ...  The main advantages of FUCOM in relation to the existing multi-criteria decision-making (MCDM) methods are as follows: (1) a significantly smaller number of pairwise comparisons (only n − 1), (2) a consistent  ...  The AHP and ANP methods have many aggregation procedures to obtain a preference vector from pairwise comparisons matrix.  ... 
doi:10.3390/sym10090393 fatcat:j4imakhu2rctlkvhadm3p4i5hy

An empirical study of factors affecting investors' decisions in the Iranian Stock Market: A combined DEMATEL-ANP approach

Morteza Shafiee Sardasht,, Mohsen Moradi,, Hamed Rahmani
2014 Aestimatio The IEB International Journal of Finance  
Techniques for picking stock are of great importance in stock markets.  ...  In this research, a combined approach of Decision Making Trial and Evaluation Laboratory (DEMATEL) and Analytic Network Process (ANP) is conducted based on Iranian brokers' expert opinions, in order to  ...  On the other hand, DEMATEL is used to prioritize approaches, criteria and the relationships between them. This technique is a decision-making method based on pairwise comparisons.  ... 
doi:10.5605/ieb.9.6 fatcat:t4jgdzdxtrfkrdckoone5eyjfy

Fuzzy Multicriteria Decision-Making: A Literature Review

Cengiz Kahraman, Sezi Cevik Onar, Basar Oztaysi
2015 International Journal of Computational Intelligence Systems  
Fuzzy decision-making is used where vague and incomplete data exist for the solution.  ...  Most of the publications are on fuzzy MADM since there are a plenty of classical multiattribute decision-making methods in the literature.  ...  Pairwise comparisons based methods Fuzzy AHP Methods Analytic Hierarchy Process (AHP) is initially proposed by Saaty [124] as a structured approach used for decision making in complex problems.  ... 
doi:10.1080/18756891.2015.1046325 fatcat:nwuw7hlkkzh4bp26yqnbtxdrpi

Performance measurement of supply chains and distribution industry using balanced scorecard and fuzzy analysis network process

Fausta Ari Barata
2021 Decision Science Letters  
This study aims to identify effective indicators in the performance measurement of a firm using Balanced Scorecard (BSC) as well as weighting and ranking indicators by employing Fuzzy Analysis Network  ...  Process (FANP) and investigation on network mapping and the relationships between balanced scorecards with Fuzzy DEMATEL presenting strategies to improve performance of a firm.  ...  The authors are also grateful to the anonymous reviewers and journal editorial board for their many insightful comments, which have significantly improved this article.  ... 
doi:10.5267/j.dsl.2021.1.004 fatcat:ualxozxwareg3pyy5mhuhz7yfm
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