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Tytuł:
Bibliometric analysis of multiple criteria decision making in agriculture
Autorzy:
Francik, S.
Pedrycz, N.
Knapczyk, A.
Wójcik, A.
Francik, R.
Łapczyńska-Kordon, B.
Powiązania:
https://bibliotekanauki.pl/articles/298286.pdf
Data publikacji:
2017
Wydawca:
Uniwersytet Warmińsko-Mazurski w Olsztynie
Tematy:
Multiple Criteria Decision Making
Multiple Criteria Decision Analysis
bibliometric analysis
research trends
agriculture
Opis:
Development trends (Research Trends) in scientific research on the methods of Multiple Criteria Decision Making (MCDM) and Multiple Criteria Decision Analysis (MCDA) in agriculture are analyzed. Established bibliometric techniques are applied. MCDA/MCDM methods are being very intensively developed in recent years, as evidenced by the number of scientific papers published annually in renowned scientific journals indexed in the Web of Science (WoS) database. In the years 1979-2015 a total of 1,355 scientific articles were collected in the database. The number of articles published annually increased rapidly after 2005. Besides, the annual number of citations of the publications is increasing. Research on MCDA/MCDM is conducted in many research areas. In the years 1984-2015 the Web of Science database accumulated 27 scientific publications on MCDA/MCDM in agriculture area. Therefore, it can be concluded that the MCDA/MCDM issues are currently not sufficiently analyzed in relation to agriculture. In the future this subject will probably be further developed, an increasing number of scientists will conduct research on the MCDA/MCDM and the annual number of articles published in the field will increase.
Źródło:
Technical Sciences / University of Warmia and Mazury in Olsztyn; 2017, 20(1); 17-30
1505-4675
2083-4527
Pojawia się w:
Technical Sciences / University of Warmia and Mazury in Olsztyn
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
A New Procedure of Criteria Weight Determination Within the ARAS Method
Autorzy:
Ghram, Maroua
Moalla Frikha, Hela
Powiązania:
https://bibliotekanauki.pl/articles/578473.pdf
Data publikacji:
2018
Wydawca:
Uniwersytet Ekonomiczny w Katowicach
Tematy:
Kryteria oceny
Metoda ARAS
Wielokryterialna analiza decyzyjna
ARAS method
Criteria weights
Multiple criteria decision analysis
Opis:
In most of multicriteria aggregation methods, we need to elicit parameters that are generally determined directly by the decision-maker (DM). Direct assigning of parameters and criteria weights presents a crucial and difficult step in the decision-making process. However, this kind of information is too subjective and may affects the reliability of the results. To overcome this issue, we suggest a weighting method based on mathematical programming to incorporate the DM’s preferences indirectly within the ARAS method.
Źródło:
Multiple Criteria Decision Making; 2018, 13; 56-73
2084-1531
Pojawia się w:
Multiple Criteria Decision Making
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
A GIS-based Fuzzy Multi-Criteria Analysis Approach to Industrial Site Selection
Autorzy:
Buchynska, Iryna
Powiązania:
https://bibliotekanauki.pl/articles/411084.pdf
Data publikacji:
2019
Wydawca:
Polska Akademia Nauk. Oddział w Lublinie PAN
Tematy:
geographic information systems
multiple-criteria decision analysis
fuzzy set theory
alpha-cut
site selection
Opis:
The paper proposes a methodology for fuzzy multi-criteria analysis of decisions in a raster-based geographical information system (GIS) to determine the optimal locations for territorial objects. Recommendations about the stages of choosing alternatives for spatial and non-spatial constraints are given. It is shown that the fuzzyfication of criteria, that is, the conversion of their attribute values into a fuzzy set, based on expert evaluation of a fuzzy membership function, allows screening alternatives by determining thresholds of alpha-cut of fuzzy sets for each criterion, followed by combining criteria attributes using aggregation operators: minimum, maximum, weighted sum, OWA operator Jager. Adding to the procedure of multicriteria analysis of the additional stage of filtration of alternatives gives the opportunity to reduce the number of alternatives, and in the future and the processing time of the criteria layers by aggregator operators. The proposed algorithm for screening alternatives can be performed in a GIS environment using Fuzzy Membership, Overlay and raster calculators tools.
Źródło:
ECONTECHMOD : An International Quarterly Journal on Economics of Technology and Modelling Processes; 2019, 8, 3; 17-22
2084-5715
Pojawia się w:
ECONTECHMOD : An International Quarterly Journal on Economics of Technology and Modelling Processes
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Very Fast Non-Dominated Sorting
Autorzy:
Smutnicki, C.
Rudy, J.
Żelazny, D.
Powiązania:
https://bibliotekanauki.pl/articles/375948.pdf
Data publikacji:
2014
Wydawca:
Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie. Wydawnictwo AGH
Tematy:
parallel algorithms
Pareto sorting
computational complexity
GPU computing
multiple criteria decision analysis
NSGA-II
Opis:
A new and very efficient parallel algorithm for the Fast Non-dominated Sorting of Pareto fronts is proposed. By decreasing its computational complexity, the application of the proposed method allows us to increase the speedup of the best up to now Fast and Elitist Multi-Objective Genetic Algorithm (NSGA-II) more than two orders of magnitude. Formal proofs of time complexities of basic as well as improved versions of the procedure are presented. The provided experimental results fully confirm theoretical findings.
Źródło:
Decision Making in Manufacturing and Services; 2014, 8, 1-2; 13-23
1896-8325
2300-7087
Pojawia się w:
Decision Making in Manufacturing and Services
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Sustainability evaluation of maize silage cultivation according to levels of nitrogen fertilization using the analytic hierarchy process
Ocena zrównoważenia uprawy kukurydzy na kiszonkę w zależności od poziomu nawożenia z wykorzystaniem analitycznego procesu hierarchicznego
Autorzy:
Król-Badziak, A.
Księżak, J.
Powiązania:
https://bibliotekanauki.pl/articles/1790466.pdf
Data publikacji:
2019
Wydawca:
The Polish Association of Agricultural and Agribusiness Economists
Tematy:
maize silage
multiple-criteria decision analysis
AHP
sustainability
kukurydza na zielonkę
wielokryterialne wspomaganie decyzji
zrównoważenie
Opis:
This study aims at the sustainability assessment of maize silage cultivation according to levels of nitrogen fertilization. Based on data provided by a field experiment, economic, production and environmental criteria were evaluated for three levels of nitrogen fertilization: 80, 120 and 160 kg/ha. The environmental impact of maize cultivation was evaluated by the Life Cycle Assessment (LCA) methodology. In a multi-criteria assessment, the weights of sub-criteria were evaluated on the basis of scientists, agricultural advisers and farmers’ responses through AHP methodology. Based on the mean opinion of the respondents, economic criteria have the greatest impact on overall sustainability evaluation (54%), while the impact of environmental criteria (30%) and production criteria (16%) is much smaller. Analysis of economic subcriteria proved to have the greatest impact of gross margin (61%) on sustainability assessment, followed by the economic efficiency index (31%), while the smallest impact (8%) was obtained for the economic independence index. Among the analysed production subcriteria, the level of production and complexity of agrotechnical operations (44% each) had the greatest impact on sustainability assessment, and the least – labour use (12%). The obtained results showed the best economic evaluation for 120 kg N/ha, while from a production and an environmental point of view the best alternative is the application of 80 kg N/ha. The overall evaluation, with estimated criteria weights, shows the best sustainability performance for an 80 kg/ha fertilization dose.
Celem pracy jest ocena zrównoważenia uprawy kukurydzy na kiszonkę w zależności od poziomu nawożenia. Na podstawie doświadczenia polowego wyznaczono wartości wskaźników zrównoważenia (zgrupowanych według: kryteriów ekonomicznych, produkcyjnych i środowiskowych) dla trzech poziomów nawożenia azotem: 80, 120 i 160 kg/ha. Wpływ produkcji kukurydzy na środowisko oceniono wykorzystując metodę LCA (ocenę cyklu życia). W analizie wielokryterialnej wagi badanych kryteriów określono na podstawie przeprowadzanej ankiety, wykorzystując metodę analitycznego procesu hierarchicznego (AHP). Według średniej oceny ankietowanych, kryteria ekonomiczne mają największy wpływ na ogólną ocenę zrównoważenia (54%), podczas gdy wpływ kryteriów środowiskowych (30%) oraz kryteriów produkcyjnych (16%) jest zdecydowanie mniejszy. Największy wpływ na ocenę ogólną zrównoważenia wśród subkryteriów ekonomicznych miała nadwyżka bezpośrednia (61%), następnie indeks efektywności ekonomicznej (31%), a najmniejszy (8%) indeks niezależności ekonomicznej. Wśród analizowanych kryteriów produkcyjnych największy wpływ na ocenę uprawy ma poziom produkcji oraz złożoność uprawy (po 44%), a najmniejszy nakład pracy (12%). Przeprowadzone badania wykazały, że najlepsze wyniki ekonomiczne uzyskała uprawa kukurydzy z zastosowaniem 120 kg N/ha, natomiast z punktu widzenia oceny produkcyjnej i środowiskowej najlepsze wyniki otrzymano dla dawki 80 kg N/ha. Przy zastosowanych wagach kryteriów zrównoważenia analiza wielokryterialna wskazuje, że optymalną dawką nawożenia kukurydzy jest 80 kg N/ha.
Źródło:
Annals of The Polish Association of Agricultural and Agribusiness Economists; 2019, 21, 4; 254-266
2657-781X
2657-7828
Pojawia się w:
Annals of The Polish Association of Agricultural and Agribusiness Economists
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Integracja metody AHP i ELECTRE TRI – rozwiązania decyzyjne w systemie DSS (część II)
AHP and ELECTRE TRI method integration – studies about decision solutions in DSS system (Part II)
Autorzy:
Becker, Jarosław
Powiązania:
https://bibliotekanauki.pl/articles/453176.pdf
Data publikacji:
2012
Wydawca:
Szkoła Główna Gospodarstwa Wiejskiego w Warszawie. Katedra Ekonometrii i Statystyki
Tematy:
metody ilościowe we wspomaganiu decyzji
wielokryterialna analiza decyzyjna
systemy wspomagania decyzji
quantitative methods in decision support
multiple criteria decision analysis
decision support system
Opis:
W artykule skoncentrowano się na ukazaniu praktycznych aspektów prowadzonych badań naukowo-inżynierskich związanych z integracją metody AHP i ELECTRE TRI w informatycznym systemie wspomagania decyzji. W architekturze systemu DSS ujęto algorytmy obu metod. Działają one na wspólnym zbiorze obiektów (wariantów decyzyjnych), które można uporządkować (AHP) oraz przydzielić do zdefiniowanych grup (ELECTRE TRI). W części końcowej opracowania zilustrowano funkcjonalność metod w formie studium przypadku, generując rozwiązania decyzyjne przy użyciu opracowanego prototypu DSS 2.0.
The article is a continuation of research that includes the review and functional analysis of quantitative methods within MCDA for designing needs of an information system supporting decisions (the article was published in a previous edition of the Magazine as part I). The aim of the part II is to show practical aspects of conducted research connected with integration of AHP and ELECTRE TRI methods with their application. Research was conducted in a form of studies over decision solutions that were conducted with the use of prepared system of DSS class (prototype version DSS 2.0). Methods work in the common set of objects that may be put in order (AHP) and devote to defined groups (ELECTRE TRI).
Źródło:
Metody Ilościowe w Badaniach Ekonomicznych; 2012, 13, 3; 27-41
2082-792X
Pojawia się w:
Metody Ilościowe w Badaniach Ekonomicznych
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Todim-Fse: A Multicriteria Classification Method Based On Prospect Theory
Autorzy:
Campos Passos, Aderson
Autran Monteiro Gomes, Luiz Flavio
Powiązania:
https://bibliotekanauki.pl/articles/578558.pdf
Data publikacji:
2014
Wydawca:
Uniwersytet Ekonomiczny w Katowicach
Tematy:
Metoda TOD IM-FSE
Wielokryterialna klasyfikacja kandydatów
Wielokryterialna analiza decyzyjna
TOD IM-FSE method
Prospect Theory
Multicriteria classification of candidates
Multiple Criteria Decision Analysis
Opis:
This paper introduces TODIM-FSE, a multicriteria method for classifying alternatives based on Prospect Theory. TODIM-FSE therefore relies on the TODIM method combined with the Fuzzy Synthetic Evaluation approach. TODIM-FSE makes use of the innovative "contribution" concept, not used previously for multicriteria classification purposes. This notion is central to the classification procedure of TODIM-FSE as it is associated to the contribution of each criterion to the classification of a given alternative in a predefined category. The TODIM-FSE method is explained in this paper by means of an application example and its steps are outlined. The application example has to do with the selection of trainee candidates for a company in the area of information technology. The classification of the candidates allows to identify the best of them, which is typically done at the first stage of the selection process. Some of the evaluation criteria considered in the study were: computers skills, mastery of technical English, and previous working experience in the field. In the second stage of that process another procedure ranks the best candidates. TODIM-FSE can be easily programmed in spreadsheets so as to be made available to professionals without a sound knowledge of either Multiple Criteria Decision Analysis or Prospect Theory. Currently the authors are working on a series of applications for validating TODIM-FSE in a broader way.
Źródło:
Multiple Criteria Decision Making; 2014, 9; 123-139
2084-1531
Pojawia się w:
Multiple Criteria Decision Making
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
The impact of decision-making profiles on the consistency of rankings obtained by means of selected multiple criteria decision-aiding methods
Autorzy:
Roszkowska, Ewa
Wachowicz, Tomasz
Powiązania:
https://bibliotekanauki.pl/articles/425154.pdf
Data publikacji:
2019
Wydawca:
Wydawnictwo Uniwersytetu Ekonomicznego we Wrocławiu
Tematy:
decision support
decision-making profile
multiple criteria decision aiding
preference analysis
data analysis
Opis:
The paper discusses the impact of the decision-making profiles on the consistency of rankings obtained by three multiple criteria methods, i.e. DR, AHP and TOPSIS. The online decision making experiment was organized, based on an electronic questionnaire which is a hybrid of the internet survey system and the decision support system. The participants of the experiment were 418 students of Polish universities. To describe the decision-making profile, the REI test was used which allows to distinguish two decision-making styles: rational and intuitive. The Kendall rank correlation coefficient was used to test the consistency of the rankings obtained by the considered methods. Using different grouping methods, the relationship between the decision profile and the ability to express one’s preferences by means of these methods, that differ in cognitive requirements, was examined. The results of the research may be helpful for supporting the decision-maker in decision processes by choosing the method that fits their profile best.
Źródło:
Econometrics. Ekonometria. Advances in Applied Data Analytics; 2019, 23, 2; 1-14
1507-3866
Pojawia się w:
Econometrics. Ekonometria. Advances in Applied Data Analytics
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Incorporating Customer Preference Information into the Forecasting of Service Sales
Autorzy:
Rzepakowski, P.
Powiązania:
https://bibliotekanauki.pl/articles/309026.pdf
Data publikacji:
2009
Wydawca:
Instytut Łączności - Państwowy Instytut Badawczy
Tematy:
conjoint analysis
consumer behavior
decision analysis
forecasting
marketing tools
multiple criteria analysis
preference measurement
Opis:
Customers change their preferences while getting more familiar with services or being motivated to change their buying habits. Different sources of motivation induce customers to change their behavior: an advertisement, a leader in a reference group, satisfaction from services usage and other experiences, but usually those reasons are unknown. Nevertheless, people vary in susceptibility to suggestions and innovations, and also in preference structure change dynamics. Historical information about the preference structure gives additional information about uncertainty in forecasting activity. In this work the conjoint analysis method was used to find customer preference structure and to improve a prediction accuracy of telecommunication services usage. The results have shown that prediction accuracy increases about by one percent point, what results in a 20 percent increase after using proposed algorithm modification.
Źródło:
Journal of Telecommunications and Information Technology; 2009, 3; 50-58
1509-4553
1899-8852
Pojawia się w:
Journal of Telecommunications and Information Technology
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Project Portfolio Scheduling as a Multiple-Criteria Decision Making Problem
Autorzy:
Krzeszowska, Bogumiła
Powiązania:
https://bibliotekanauki.pl/articles/591823.pdf
Data publikacji:
2013
Wydawca:
Uniwersytet Ekonomiczny w Katowicach
Tematy:
Analiza wielokryterialna Podejmowanie decyzji Wielokryterialne podejmowanie decyzji
Decision making
Multicriteria analysis
Multiple-criteria decision making
Opis:
A new methodology for project portfolio scheduling problem has been presented in this paper. This methodology delivers information about project portfolio schedule, which is important for project portfolio managers. The methodology consists of three steps: multiple-criteria mathematical model building, finding non-dominated solutions and choosing one solution from the Pareto set as the final solution. In the first step a multiple-criteria mathematical model for project portfolio scheduling problem is built. Three criteria are considered in the model: the penalty for projects delays minimization, the penalty for resources overusage minimization and NPV maximization. Disadvantage of proposed mathematical model is a big amount of variables, which is J×T×P. In cases when we will have larger projects or larger planning horizon the number of variables will be huge. That is why activities aggregation was proposed. It reduces a number of variables in given model. It also delivers a general information about project portfolio schedule, which is more important for project portfolio managers. In the second step a set of non-dominated solutions is identified by using an elitist evolutionary algorithm. As research shows using an external set with the best solutions in each generation increases an algorithm efficiency. In the third step the LBS procedure is used to identify the final solution. The LBS procedure proposes is a way of learning-oriented interactive search for the best compromise solution for the decision maker. This procedure makes the comparison of non-dominated solution in the decision phase relatively easy. So this step will not burden the decision maker too much. For the future work, the procedure presented in this paper will be applied to the problem described in the section two, and given results will be compared with the current situation in the company.
Źródło:
Studia Ekonomiczne; 2013, 137; 69-82
2083-8611
Pojawia się w:
Studia Ekonomiczne
Dostawca treści:
Biblioteka Nauki
Artykuł
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