An efficient decision support system for selecting very light business jet using CRITIC-TOPSIS method

Dhara, Aishwarya; Kaur, Gurpreet; Kishan, Pon Maa; Majumder, Arunava; Yadav, Rakesh Kumar

doi:10.1108/aeat-04-2021-0135

Cited by 22 publications

(22 citation statements)

References 43 publications

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“…Rani et al [14] aimed to select the most appropriate food waste treatment method by combining CRITIC and Multiobjective Optimization based on Ratio Analysis with the full multiplicative form (MULTIMOORA) methods with single-valued neutrosophic sets (SVNSs). Dhara et al [15] used CIRITIC and TOPSIS to choose the most suitable very light business aircraft based on the view of the passengers in terms of effectiveness and aesthetic comfort. Peng et al [16] performed CRITIC and interval-valued fuzzy soft decision-making algorithm-based CoCoSo for intelligent healthcare management evaluation.…”

Section: Literature Review On Critic Methodsmentioning

confidence: 99%

Determining the Riskiest Production Area Using Integrated Criteria Weights

2022

J Mod Ind Manuf

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Objective: This study aims to prioritize seven production areas in an automotive glass manufacturing firm considering their risk levels by using integrated multi-criteria decision-making approach. Methods:The proposed approach includes two phases as determining risk criteria weights and ranking production areas according to their risk levels. In determining risk criteria weights, Criteria Importance through Inter-criteria Correlation (CRITIC), Entropy and Preference Selection Index (PSI) methods are used. Then, the different criteria weights obtained from these three approaches are aggregated with geometric mean operator. In ranking production areas, Multi-objective Optimization on the Basis of Simple Ratio Analysis is utilized and the production area which has the lowest risk level is determined considering the aggregated criteria weights obtained in the first phase. Results:The least risky and the riskiest areas were obtained as autoclave and tunnel kiln areas respectively for four different weighting approaches. CRITIC, PSI and Aggregated Weighting methods gave the same rankings of production areas. There are small differences between the rankings of Entropy and Aggregated Weighting Method for the third and sixth production areas. Conclusion:The data used in the analysis is obtained by real measurements. For this reason, the results obtained from the study are more accurate compared to the subjective weighting methods. The proposed approach provides authorities to see the results of the different approaches and aggregated rankings. Thus, authorities can decide for which production area measures should be taken first in a more flexible way.

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Section: Literature Review On Critic Methodsmentioning

confidence: 99%

Determining the Riskiest Production Area Using Integrated Criteria Weights

2022

J Mod Ind Manuf

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“…Final performance scores are calculated by using Equation (7). Assignment of alternatives to classes are done according to the procedure described in Equation ( 8) and Equation (9). Equation (10) states that each action can be performed by at most one company.…”

Section: Problem Descriptionmentioning

confidence: 99%

“…Some of these areas can be listed as inventory management [1,2,3], production planning [4], supplier selection [5], quality evaluation [6], website ranking [7], site selection [8], business aircraft selection This provisional PDF is the accepted version. The article should be cited as: RAIRO: RO, doi: 10.1051/ro/2022024 [9], etc. Some applications of decision making require assignment of objects to predefined classes.…”

Section: Introductionmentioning

confidence: 99%

Inverse multiple criteria sorting problem with fuzzy parameters: an application of building energy labelling improvement

2022

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Classification is defined as the problem of assignment of objects to the predefined classes. In general view, classification problems divided into two groups: classification and sorting problems. Sorting problems define the case of existence of ordered classes for objects, while classes are not ordered in classification problems. Besides these two groups of classification problems, Inverse Multiple Criteria Sorting Problem (IMSCP) is also introduced into the literature in recent years. IMSCP deals with finding the possible actions that can change the assignment of objects to classes in order to obtain the desired classification of objects. The main aim in this study is to propose an extension of IMSCP with fuzzy parameters with a proper solution approach. A case study of building energy labelling improvement in an existing building site in Ankara is solved by using parametric fuzzy solution approach of Carlsson and Korhonen. Obtained results of the application presents the possible actions to improve the energy labels of the buildings within the site. Also, solution results show that the proposed model in this study can be used to improve current Building Energy Performance model in Turkey to a new one with efficiency improvement suggestions.

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“…Due to these advantages, this technique was deemed appropriate for weighting the criteria in the current study. The application steps of the technique are as follows (Akbulut, 2019;Dhara et al, 2021;Diakoulaki et al, 1995;Kumaran, 2022;Peng et al, 2020;Tuş and Adalı, 2019):…”

Section: Criticmentioning

confidence: 99%

Evaluation of Nature Based Tourism Potentials of Karagöller (Borçka, Şavşat and Murgul) in Artvin Province with CRITIC - PROMETHEE-GAIA Methods

Zorlu¹,

Dede²

2022

Preprint

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Nature-based tourism (NBT) is a tourism segment that has gained popularity worldwide in recent years. NBT mostly carried out in protected areas, is seen as one of the most important tourism activities for many countries and destinations. In this study, it was aimed to quantitatively evaluate the NBT potential in three Karagöl (In Turkish Blacklake) (Borçka, Şavşat and Murgul) located in Artvin province. In the evaluation made for this purpose, CRITIC (Criteria Importance Through Inter-criteria Correlation) and PROMETHEE-GAIA (Preference Ranking Organization Method For Enrichment Evaluation-Geometrical Analysis for Interactive Aid) techniques were used. In this context, twenty-six criteria obtained from the literature and weighted by the CRITIC technique were evaluated by comparing them with the three available alternatives. In the next stage, the evaluation of the alternatives according to the weighted criteria was provided by the PROMETHEE-GAIA technique. According to the findings, the lake with the highest NBT potential in Karagöller in Artvin province was Borçka Nature Park Karagöl. The lake with the lowest potential is Murgul Karagöl, which has not yet been discovered, and its infrastructure has not been completed. It is anticipated that the results will provide practical implications for stakeholders on NBT that can be developed in the region.

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An efficient decision support system for selecting very light business jet using CRITIC-TOPSIS method

Cited by 22 publications

References 43 publications

Determining the Riskiest Production Area Using Integrated Criteria Weights

Determining the Riskiest Production Area Using Integrated Criteria Weights

Inverse multiple criteria sorting problem with fuzzy parameters: an application of building energy labelling improvement

Evaluation of Nature Based Tourism Potentials of Karagöller (Borçka, Şavşat and Murgul) in Artvin Province with CRITIC - PROMETHEE-GAIA Methods

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