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Tytuł:
A Fuzzy Multicriteria Approach for the Trading Systems on the Forex Market
Autorzy:
Juszczuk, Przemysław
Kruś, Lech
Powiązania:
https://bibliotekanauki.pl/articles/578475.pdf
Data publikacji:
2019
Wydawca:
Uniwersytet Ekonomiczny w Katowicach
Tematy:
Trading
Wielokryterialne podejmowanie decyzji
Zbiory rozmyte
Fuzzy sets
Multicriteria decision making
Opis:
The paper relates to the trading systems supporting traders ma- king decision on the forex market. Typical trading systems using tech- nical analysis generate a buy or sell signal when the technical indicator crosses a given oversell or overbought levels. The paper extends the approach in which the above strict crisp conditions are replaced by fuzzy relations. The indicators are treated not independently as it is in the typical systems but jointly. Currency pairs are compared in the muliticriteria space in which each criterion is dened by a membership function referring to a given indicator. New formulations of the mem- bership functions for dierent indicators are proposed. General ideas of the algorithm generating non-dominated alternatives in the multi- criteria space are presented. The algorithm has been implemented in an experimental system. Computational results for dierent time win- dows using real-world data from the forex market are presented and discussed.
Źródło:
Multiple Criteria Decision Making; 2019, 14; 29-43
2084-1531
Pojawia się w:
Multiple Criteria Decision Making
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Application of concepts of the analytic hierarchy process in decision-making
Autorzy:
Krenicky, Tibor
Hrebenyk, Liudmyla
Chernobrovchenko, Vadym
Powiązania:
https://bibliotekanauki.pl/articles/27315536.pdf
Data publikacji:
2022
Wydawca:
STE GROUP
Tematy:
multicriteria decision-making
hierarchical analysis
analytic hierarchy process
health technology assessment
Opis:
The Analytical Hierarchy Process (AHP) is one of the multi-criteria methods with tools that are effective for decision-making in complementary or alternative medicine (CAM). This approach, in combination with other available methods, such as the Utrecht Method, allows medical professionals and patients themselves to take a balanced choice of special treatment and health control. This is particularly important for pregnant women who suffer from nausea and vomiting during pregnancy (NVP). The mechanisms of toxicosis occur, and the way of treatment have certain uncertainties. The decision-making process for therapeutic care must consider several factors, the determination of which is the result of collaboration between the patient and the healthcare provider. This paper presents the results of a decision-making study regarding the use of the ginger medicinal plant in helping a woman with NVP symptoms. The research was conducted using the original questionnaire according to the methodology proposed by the developers of the Utrecht Method. The chosen respondents were healthcare professionals with experience in treating NVP and pregnant women. The Analytical Hierarchy Process (AHP) capabilities in decisionmaking were shown in an example of analyzing the benefits, risks, and side effects of using ginger during pregnancy. The combination of two methodological approaches allowed to successfully connect the proven facts of using CAM therapy with the subjective assessment of all stakeholders. The study demonstrates that this approach successfully uses decision-making by structuring hierarchical decision elements and weighing the criteria involved in the decision-making issue. The article examines the practicality and effectiveness of using AHP when making decisions regarding the treatment and improvement of the condition of pregnant women with NVP, and summarizes the quantitative and qualitative indicators of the effectiveness of this method. The presented combination of two methodological approaches in decision-making allows for choosing an optimized medical strategy for supporting pregnant women through CAM therapy.
Źródło:
Management Systems in Production Engineering; 2022, 4 (30); 304--310
2299-0461
Pojawia się w:
Management Systems in Production Engineering
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Application of multi-criteria decision-making approach for sustainability assessmentof chosen photovoltaic modules
Autorzy:
Krysiak, Magdalena
Kluczek, Aldona
Powiązania:
https://bibliotekanauki.pl/articles/406689.pdf
Data publikacji:
2020
Wydawca:
Polska Akademia Nauk. Czytelnia Czasopism PAN
Tematy:
AHP
life cycle sustainability assessment
multicriteria decision-making
photovoltaic modules
Opis:
A concern about the current state of relations between industry and the environment is often neglected. However, it is important to underline that industry and sustainability are not mutually exclusive. There are many industrial processes to blame when analyzing the negative impact on current socio-ecological environment. The emerging question is whether companies nowadays are ready to face challenges in the name of sustainability, the future of the planet and generations to come. In addition, an assessment of industrial processes may be very time-consuming and costly in financial terms. This fact allows developing sustainability assessment approach and its measures for keeping track on to evaluate scale of environmental, social and economic changes. The goal of the paper is to develop a multicriteria decision-making approach for sustainability assessment of renewable energy technology. A sustainability assessment approach combines life cycle-based methods integrated with multi-criteria decision-making method based on analytical hierarchy process. The resulting assessment method allows finding a compromise between industry and the environment and identify potential intervention points for further research. As a result of decision-making process, string ribbon technology was considered as the most sustainable. The applicability of the proposed method is assessed based on photovoltaic panels.
Źródło:
Management and Production Engineering Review; 2020, 11, 3; 106-118
2080-8208
2082-1344
Pojawia się w:
Management and Production Engineering Review
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Application of the chosen multi-criteria decision-making methods to identify the autonomous train system supplier
Autorzy:
Stopka, Ondrej
Stopková, Mária
Lupták, Vladimír
Krile, Srećko
Powiązania:
https://bibliotekanauki.pl/articles/1841175.pdf
Data publikacji:
2020
Wydawca:
Politechnika Śląska. Wydawnictwo Politechniki Śląskiej
Tematy:
distribution
manufacture
autonomous train system
decision-making
multicriteria analysis method
dystrybucja
produkcja
autonomiczny system kolejowy
podejmowanie decyzji
metoda analizy wielokryterialnej
Opis:
This paper addresses an application of the specific methods of multi-criteria decision analysis to specify the appropriate supplier of an autonomous train in a certain production–distribution company. This company identifies three potential suppliers dealing with the development and purchase of autonomous train systems. In terms of the multi-criteria decision analysis, the WSA method, the Scoring method and the TOPSIS method were used to define a suitable compromise solution. To apply each method, individual suppliers were sorted depending on the appropriateness for the examined company based on relevance with all the identified criteria and their weights. The evaluation criteria include procurement cost, time of the whole autonomous train system project implementation, references from plants where such a technology has already been introduced, service department availability and battery charge time. Thereafter, the outcomes obtained using individual methods were compared to each other and the compromise supplier of the autonomous train system to be implemented in the selected company was determined.
Źródło:
Transport Problems; 2020, 15, 2; 45-57
1896-0596
2300-861X
Pojawia się w:
Transport Problems
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Application of the chosen multi-criteria decision-making methods to identify the autonomous train system supplier
Autorzy:
Stopka, Ondrej
Stopková, Mária
Lupták, Vladimír
Krile, Srećko
Powiązania:
https://bibliotekanauki.pl/articles/1841171.pdf
Data publikacji:
2020
Wydawca:
Politechnika Śląska. Wydawnictwo Politechniki Śląskiej
Tematy:
distribution
manufacture
autonomous train system
decision-making
multicriteria analysis method
dystrybucja
produkcja
system kolejowy autonomiczny
podejmowanie decyzji
metoda analizy wielokryterialnej
Opis:
This paper addresses an application of the specific methods of multi-criteria decision analysis to specify the appropriate supplier of an autonomous train in a certain production–distribution company. This company identifies three potential suppliers dealing with the development and purchase of autonomous train systems. In terms of the multi-criteria decision analysis, the WSA method, the Scoring method and the TOPSIS method were used to define a suitable compromise solution. To apply each method, individual suppliers were sorted depending on the appropriateness for the examined company based on relevance with all the identified criteria and their weights. The evaluation criteria include procurement cost, time of the whole autonomous train system project implementation, references from plants where such a technology has already been introduced, service department availability and battery charge time. Thereafter, the outcomes obtained using individual methods were compared to each other and the compromise supplier of the autonomous train system to be implemented in the selected company was determined.
Źródło:
Transport Problems; 2020, 15, 2; 45-57
1896-0596
2300-861X
Pojawia się w:
Transport Problems
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Bireference Procedure fBIP for Interactive Multicriteria Optimization with Fuzzy Coefficients
Autorzy:
Wojewnik, Piotr
Szapiro, Tomasz
Powiązania:
https://bibliotekanauki.pl/articles/483325.pdf
Data publikacji:
2010
Wydawca:
Polska Akademia Nauk. Czytelnia Czasopism PAN
Tematy:
decision support
multicriteria decision making
interactive optimization
fuzzy optimization
Opis:
In the paper an approach to decision making in situations with non-pointlike characterisation and subjective evaluation of the actions is considered. The decision situation is represented mathematically as fuzzy multiobjective linear programming (fMOLP) model, where we apply the reduced fuzzy matrices instead of fuzzy classical numbers. The fMOLP model with reduced parameters is decomposable into the set of point-like models and the point-like models enable effective construction of an optimisation procedure - fBIP, see Wojewnik (2006ab), extending the bireference procedure by Michalowski and Szapiro (1992). The approach is applied to a fuzzy optimization problem in the area of telecommunication services.
Źródło:
Central European Journal of Economic Modelling and Econometrics; 2010, 2, 3; 169-193
2080-0886
2080-119X
Pojawia się w:
Central European Journal of Economic Modelling and Econometrics
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Bringing Kano’s perspective to AHP: the 2D-AHP decision model
Autorzy:
Jung, U.
Yim, S.
Lim, S.
Kim, C.
Powiązania:
https://bibliotekanauki.pl/articles/407247.pdf
Data publikacji:
2016
Wydawca:
Polska Akademia Nauk. Czytelnia Czasopism PAN
Tematy:
analytic hierarchy process (AHP)
Kano model
hybrid model
multicriteria decision making
two dimension perspective
Opis:
AHP and the Kano model are such prevalent TQM tools that it may be surprising that a true hybrid decision-making model has so far eluded researchers. The quest for a hybrid approach is complicated by the differing output perspective of each model, namely discrete ranking (AHP) versus a multi-dimensional picture (Kano). This paper presents a hybrid model of AHP and Kano model, so called two-dimension AHP (2D-AHP). This paper first compares the two approaches and justifies a hybrid model based on a simple conceit drawn from the Kano perspective: given a decision hierarchy, child and parent elements can exhibit multi-dimension relationships under different circumstances. Based on this premise, the authors construct a hybrid two-dimension AHP model whereby a functionaldysfunctional question-pair technique is incorporated into a traditional AHP framework. Using the proposed hybrid model, this paper provides a practical test case of its implementation. The 2D-AHP approach revealed important evaluation variances obscured through AHP, while a survey study confirmed that the 2D-AHP approach is both feasible and preferred in some respects by respondents. Although there have been rich research efforts to combine AHP and Kano model, most of them is simply about a series of individual usage of each methodology. On the other hand, the type of hybridization between AHP and Kano model in this paper is quite unique in terms of the two dimensional perspective. The model provides a general approach with application possibilities far beyond the scope of the test case and its problem structure, and so calls for application and validation in new cases.
Źródło:
Management and Production Engineering Review; 2016, 7, 4; 16-26
2080-8208
2082-1344
Pojawia się w:
Management and Production Engineering Review
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Dwukryterialny model wyznaczania struktury produkcji przedsiębiorstwa na podstawie teorii ograniczeń
Two-Criteria Model of Product Mix Based on the Theory of Constraints
Autorzy:
Wrodarczyk, Jacek
Powiązania:
https://bibliotekanauki.pl/articles/590640.pdf
Data publikacji:
2013
Wydawca:
Uniwersytet Ekonomiczny w Katowicach
Tematy:
Analiza wielokryterialna
Podejmowanie decyzji
Przedsiębiorstwo
Teoria ograniczeń
Decision making
Enterprises
Multicriteria analysis
Theory of constraints
Opis:
Production structure problem, also known as product mix problem (PMP) has been in the area of interest of many researchers. Among many different ways to solve this problem, theory of constraints (TOC) is one of the more frequently chosen ones. However this solution is not universal and in some cases does not generate an optimal solution. In this paper a multi-criteria integer model has been introduced to enhance the concept. Thanks to a thorough analysis of the problem, model can be used both in the companies that have identified the one and only constraint as well as companies that characterize with multi-constraint environment.
Źródło:
Studia Ekonomiczne; 2013, 163; 239-252
2083-8611
Pojawia się w:
Studia Ekonomiczne
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Ecological and economic multicriteria optimization of operating alternative propulsion vehicles within the city of Ostrava in the Czech Republic
Autorzy:
Janovská, Kamila
Vozňáková, Iveta
Besta, Petr
Šafránek, Marek
Powiązania:
https://bibliotekanauki.pl/articles/22444308.pdf
Data publikacji:
2021
Wydawca:
Instytut Badań Gospodarczych
Tematy:
electric drive
compressed natural gas
environment and cost sustainability
transport optimization
multicriteria decision making
Opis:
Research background: Individual car transport significantly burdens the environment, especially in the centres of large cities. There is pollution, traffic jams and an increase in overall noise. In the area of passenger car transport, legislation is being significantly tightened. Therefore, there are also increasing demands on public transport operators in the Czech Republic. Previously, most of the fleet consisted of diesel vehicles. These have been gradually replaced by drives that are significantly more environmentally friendly, such as the Compressed natural gas drive. The requirements defined in relation to the reduction of vehicle emissions are increasingly stricter. A number of cities, not only within the European Union, are addressing significant issues concerning the future of public transport. Purpose of the article: The main objective of the article is to demonstrate an in-depth analysis of the operation of transport vehicles in the Statutory City of Ostrava, both from the cost and environmental point of view. The comparison of transport means using CNG, electric and diesel propulsion is made. Specific factors such as the route profile or the environmental impact of the mode of transport are also taken into account. The extent of the data processed and the multidimensional nature of the assessment offer a unique analysis of the problem. The article provides an exact view of the advantages and disadvantages of operating specific means of transport. Everything is based on data on transport operations in the city of Ostrava (the Czech Republic, EU). Methods: The comprehensive evaluation is based on the application of methods from the field of financial accounting, evaluation of measured data from the operation of transport means and, last but not least, on the analysis of empirical data from the given area. The analysed data set is unique due to the time period, as is the multi-criteria evaluation methodology.  Findings & value added: The analysis performed demonstrated the economic viability of operating CNG vehicles. The main added value of the article is the unique multi-criteria evaluation procedure for the vehicles. The paper shows the evaluation of a complex decision problem in the transport field in the form of a case study implemented in the city of Ostrava. The evaluation results then consider both cost and environmental factors, which can be described as a comprehensive and highly innovative approach. The defined assessment can then be applied to other European and world metropolises.
Źródło:
Equilibrium. Quarterly Journal of Economics and Economic Policy; 2021, 16, 4; 907-943
1689-765X
2353-3293
Pojawia się w:
Equilibrium. Quarterly Journal of Economics and Economic Policy
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Evaluating the negotiation template with sipres – a fusion of the revised Simos’ procedure and the ZAPROS method
Autorzy:
Górecka, Dorota
Powiązania:
https://bibliotekanauki.pl/articles/578576.pdf
Data publikacji:
2015
Wydawca:
Uniwersytet Ekonomiczny w Katowicach
Tematy:
Analiza wielokryterialna
Negocjacje
Wielokryterialne podejmowanie decyzji
Multicriteria analysis
Multiple-criteria decision making
Negotiations
Opis:
In a negotiation process, building a negotiation offer scoring system consistent with the preferences of the decision-maker is a very intricate task. A variety of methods can be used to develop such a negotiation support tool, e.g. SAW and TOPSIS, but they have several disadvantages. In this paper the issue of evaluating the negotiation template using a novel tool called SIPRES is discussed. The algorithm proposed employs the key notions of the revised Simos' procedure and ZAPROS method to elicit the negotiator's preferences over some reference solutions. On the one hand, it allows decision-makers to define their preferences in a simple and effortless way and provides a straightforward yet effective method for analyzing the trade-offs between the alternatives using selected reference alternatives only (the ZAPROS-like approach). On the other hand, the revised Simos' procedure applied in the method allows determining the cardinal scores for the alternatives. The scoring system obtained this way makes it possible to conduct a sophisticated symmetric and asymmetric negotiation analysis. An illustrative example presented in the paper concerns the European Union's multiannual financial framework negotiations.
Źródło:
Multiple Criteria Decision Making; 2015, 10; 48-64
2084-1531
Pojawia się w:
Multiple Criteria Decision Making
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Fuzzy TOPSIS Method in Supplier Selection and Application in the Garment Industry
Metoda TOPSIS- zbiorów rozmytych zastosowana do selekcji dostawców w przemyśle odzieżowym
Autorzy:
Yayla, A. Y.
Yildiz, A.
Ozbek, A.
Powiązania:
https://bibliotekanauki.pl/articles/232616.pdf
Data publikacji:
2012
Wydawca:
Sieć Badawcza Łukasiewicz - Instytut Biopolimerów i Włókien Chemicznych
Tematy:
selekcja dostawców
podejmowanie decyzji wielokryterialnej
metoda TOPSIS
przemysł tekstylny
supplier selection
multicriteria decision making
fuzzy TOPSIS
textil industry
Opis:
In today's world where intensive competition exists between enterprises, it is of great importance to work in cooperation with the right suppliers. Selection of the right suppliers is a significant factor in the success of enterprises. In the selection of the best supplier (s), the strengths and weaknesses of potential suppliers should be taken into consideration. Many qualitative and quantitative criteria are included in this selection process as well as the decision-maker. One of the issues that leaves the decision maker in a difficult position is selecting the most appropriate one from the alternatives available, as traditional methods may not produce a realistic solution in this process. However, multicriteria decision making methods facilitate the process of finding a solution and enable decision makers to reach the right decisions. In this study, the fuzzy TOPSIS method, which is one of the multi-criteria decision making methods, is used in this problem area to select the most appropriate supplier of garment 'X' operating in Turkey. It is detected through analyses conducted in line with the results obtained. The ranking of the three supplier firms determined by firm X are as follows in terms of closeness index values: supplier 1, supplier 3 and supplier 2.
Dla uzyskania powodzenia w prowadzeniu przedsiębiorstw bardzo ważna jest współpraca z odpowiednimi dostawcami. Decyduje o tym szereg kryteriów, które powinny być wzięte pod uwagę. Wybór oparty na tradycyjnych metodach analizy może być trudny i zawodny, dletego też zaproponowano nową multikryterialną metodę doboru opartą na analizie zbiorów rozmytych. Analizę porównawczą przeprowadzono porównując trzech zróżnicowanych dostawców.
Źródło:
Fibres & Textiles in Eastern Europe; 2012, 4 (93); 20-23
1230-3666
2300-7354
Pojawia się w:
Fibres & Textiles in Eastern Europe
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Implementations of interactive multicriteria decision support methods in conditions of risk
Autorzy:
Targiel, K. S.
Powiązania:
https://bibliotekanauki.pl/articles/406463.pdf
Data publikacji:
2012
Wydawca:
Politechnika Wrocławska. Oficyna Wydawnicza Politechniki Wrocławskiej
Tematy:
decision support
multicriteria decision making
operations research software tools
Opis:
This paper presents programs which implement the tools for interactive methods of decision support under risk proposed by M. Nowak, as a complementary way to disseminate research results. It also presents a discussion of the appropriateness of implementing quantitative method tools in the form of add-ins to MS Excel.
Źródło:
Operations Research and Decisions; 2012, 22, 3; 55-62
2081-8858
2391-6060
Pojawia się w:
Operations Research and Decisions
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Interactive Decision Aiding Technique for a New Product Selection Problem
Autorzy:
Michnik, Jerzy
Nowak, Maciej
Powiązania:
https://bibliotekanauki.pl/articles/592928.pdf
Data publikacji:
2013
Wydawca:
Uniwersytet Ekonomiczny w Katowicach
Tematy:
Analiza wielokryterialna
Podejmowanie decyzji
Produkt
Decision making
Multicriteria analysis
Product
Opis:
An important part of the innovation management is to select the best new product project from the preliminary large set of potential alternatives. This problem is broadly discussed in the extant literature. Although the qualitative approaches dominate in literature, there are few examples of more formal decision procedures based on multiple criteria analysis. This article brings an example of interactive procedure that can help decision making in the new product development. As to the authors knowledge, such approach has not been proposed so far to the problem of selecting new product. The interactive procedure gives to the DM an opportunity to actively participate in the whole process and observe its development. During the procedure, the DM can disclose his preferences and values of trade-offs. This kind of assessment of differences in importance of criteria is assumed as more reliable then the direct assessment of weights.
Źródło:
Studia Ekonomiczne; 2013, 137; 53-68
2083-8611
Pojawia się w:
Studia Ekonomiczne
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Jak mierzyć postępy transformacji energetycznej?
How to measure progress of energy transition?
Autorzy:
Kopeć, Sławomir
Lach, Łukasz
Powiązania:
https://bibliotekanauki.pl/articles/2069843.pdf
Data publikacji:
2021
Wydawca:
Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie. Wydawnictwo AGH
Tematy:
transformacja energetyczna
wspieranie procesów decyzyjnych
analiza wielokryterialna
analiza składowych głównych
energy transition
supporting decision-making
multicriteria analysis
principal component analysis
Opis:
Celem artykułu jest przybliżenie koncepcji pomiaru postępu transformacji energetycznej z wykorzystaniem wskaźników kompozytowych. W pierwszej części pracy przedstawiono sposób konstrukcji i opisano własności dwóch popularnych kompozytowych wskaźników transformacji energetycznej publikowanych odpowiednio przez Światowe Forum Ekonomiczne (indeks ETI) i Światową Radę Energetyczną (indeks WETI). W drugiej części pracy przedstawiono autorską koncepcję wyznaczania zmodyfikowanego indeksu ETI (indeks METI) wykorzystującą zaawansowany aparat statystyczny zapewniający minimalizację wpływu uznaniowości w procesie konstrukcji wskaźnika kompozytowego. Proponowaną metodykę METI zastosowano do „przeliczenia” wyników indeksu ETI dla roku 2020. Uzyskane rezultaty znacznie różnią się od „oryginalnego” rankingu ETI, w szczególności co do pozycji Polski. W ostatniej części artykułu omówiono możliwe kierunki dalszych prac i zarysowano główne rekomendacje w zakresie możliwości stosowania zmodyfikowanych wskaźników kompozytowych do oceny postępu transformacji energetycznej w Polsce.
The aim of this paper is to outline the concept of using composite indicators to evaluate the progress of energy transition. The first part of the study presents the construction and properties of two popular composite energy transition indicators published by the World Economic Forum (the ETI index) and the World Energy Council (the WETI index). The second part of the paper is aimed at presenting the novel methodology of determining a particular variant of modified ETI index – the METI index – that is based on advanced statistical tools which minimize the negative impact of arbitral setting of weights in the process of constructing the composite indicators. The new methodology was used to obtain the METI country ranking for the year 2000. In comparison to the original index, the METI2020 turned out to be significantly different, particularly with respect to the position of Poland. The last part of the study depicts possible directions of future research and outlines the main recommendations regarding the possibility of using the modified composite indicators to assess the progress of the energy transition in Poland.
Źródło:
Energetyka Rozproszona; 2021, 5-6; 133--148
2720-0973
Pojawia się w:
Energetyka Rozproszona
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Linguistic -rung orthopair fuzzy prioritized aggregation operators based on Hamacher -norm and -conorm and their applications to multicriteria group decision making
Autorzy:
Deb, Nayana
Sarkar, Arun
Biswas, Animesh
Powiązania:
https://bibliotekanauki.pl/articles/2134889.pdf
Data publikacji:
2022
Wydawca:
Polska Akademia Nauk. Czytelnia Czasopism PAN
Tematy:
linguistic -rung orthopair fuzzy set
multicriteria group decision making
Hamacher operations
prioritized aggregation operator
Opis:
The linguistic q-rung orthopair fuzzy (Lq-ROF) set is an important implement in the research area in modelling vague decision information by incorporating the advantages of q-rung orthopair fuzzy sets and linguistic variables. This paper aims to investigate the multicriteria decision group decision making (MCGDM) with Lq-ROF information. To do this, utilizing Hamacher t-norm and t-conorm, some Lq-ROF prioritized aggregation operators viz., Lq-ROF Hamacher prioritized weighted averaging, and Lq-ROF Hamacher prioritized weighted geometric operators are developed in this paper. The defined operators can effectively deal with different priority levels of attributes involved in the decision making processes. In addition, Hamacher parameters incorporated with the proposed operators make the information fusion process more flexible. Some prominent characteristics of the developed operators are also well-proven. Then based on the proposed aggregation operators, an MCGDM model with Lq-ROF context is framed. A numerical example is illustrated in accordance with the developed model to verify its rationality and applicability. The impacts of Hamacher and rung parameters on the achieved decision results are also analyzed in detail. Afterwards, a comparative study with other representative methods is presented in order to reflect the validity and superiority of the proposed approach.
Źródło:
Archives of Control Sciences; 2022, 32, 2; 451--484
1230-2384
Pojawia się w:
Archives of Control Sciences
Dostawca treści:
Biblioteka Nauki
Artykuł
Wyświetlanie 1-15 z 42

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