A Comparative Study using SAW, TOPSIS, SAW-AHP, and TOPSIS-AHP for Tuition Fee (UKT)

Firgiawan, W; Zulkarnaim, Nuralamsah; Cokrowibowo, Sugiarto

doi:10.1088/1757-899x/875/1/012088

Cited by 11 publications

(7 citation statements)

References 3 publications

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“…These methods should combine the "best features" of currently applied approaches (including those presented in this paper). Examples of creating such hybrid methods are described in [12][13][14]19].…”

Section: Discussion Of the Results Obtained In The Study Of Methods Of Structural And Parametric Identification Of The Estimation Modelmentioning

confidence: 99%

“…Study [12] addresses modeling uncertainty in the problem of assigning advantages to alternatives by a DM using the Monte Carlo method within the framework of the PROMETHEE approach. Study [13] compares results of solving the problem of deciding on student tuition fees by using four different methods. The authors also point out the difficulties associated with obtaining quantitative information about the criteria "weight".…”

Section: Literature Review and Problem Statementmentioning

confidence: 99%

“…where min , j a max j a are the limits of the range of allowable a j values determined proceeding from ( 7), ( 9), ( 12), or (13). Thus, as a result of applying the midpoint method, point values of the tuple of the "weight" coefficients of partial criteria A=<a 1 , a 2 ,…,a m > are obtained.…”

Section: Based On the Interval Values Of Parametersmentioning

confidence: 99%

“…As a result, a model of individual multicriterial estimation of alternatives is obtained in accordance with (13) and (14). It takes the form: (…”

Section: Solving the Problem Of Structural And Parametric Identification Of The Estimation Modelmentioning

confidence: 99%

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Devising a method for identifying the model of multi-criteria expert estimation of alternatives

Петров

Кобзев²,

Orlov³

et al. 2021

EEJET

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An approach to constructing mathematical models of individual multicriterial estimation was proposed based on information about the ordering relations established by the expert for a set of alternatives. Structural identification of the estimation model using the additive utility function of alternatives was performed within axiomatics of the multi-attribute utility theory (MAUT). A method of parametric identification of the model based on the ideas of the theory of comparative identification has been developed. To determine the model parameters, it was proposed to use the midpoint method that has resulted in the possibility of obtaining a uniform stable solution of the problem. It was shown that in this case, the problem of parametric identification of the estimation model can be reduced to a standard linear programming problem. The scalar multicriterial estimates of alternatives obtained on the basis of the synthesized mathematical model make it possible to compare them among themselves according to the degree of efficiency and, thus, choose "the best" or rank them. A significant advantage of the proposed approach is the ability to use only non-numerical information about the decisions already made by experts to solve the problem of identifying the model parameters. This enables partial reduction of the degree of expert’s subjective influence on the outcome of decision-making and reduces the cost of the expert estimation process. A method of verification of the estimation model based on the principles of cross-validation has been developed. The results of computer modeling were presented. They confirmed the effectiveness of using the proposed method of parametric model identification to solve problems related to automation of the process of intelligent decision making.

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Section: Discussion Of the Results Obtained In The Study Of Methods Of Structural And Parametric Identification Of The Estimation Modelmentioning

confidence: 99%

Section: Literature Review and Problem Statementmentioning

confidence: 99%

Section: Based On the Interval Values Of Parametersmentioning

confidence: 99%

“…As a result, a model of individual multicriterial estimation of alternatives is obtained in accordance with (13) and (14). It takes the form: (…”

Section: Solving the Problem Of Structural And Parametric Identification Of The Estimation Modelmentioning

confidence: 99%

See 2 more Smart Citations

Devising a method for identifying the model of multi-criteria expert estimation of alternatives

Петров

Кобзев²,

Orlov³

et al. 2021

EEJET

View full text Add to dashboard Cite

show abstract

“…Commonly used subjective weighting approaches include the expert survey method (Delphi method) [31], analytic hierarchy process (AHP) [32], and binomial coefficient method [33]. Among them, the AHP is the most famous and widely used method for weight calculation and quantitative decision due to its system and simplicity [34][35][36]. However, it is also inevitable that its weights are subjective and arbitrary.…”

Section: Introductionmentioning

confidence: 99%

Sustainable Higher Education Reform Quality Assessment Using SWOT Analysis with Integration of AHP and Entropy Models: A Case Study of Morocco

et al. 2021

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Sustainable development goals (SDG) involve not only environmental issues but also economic, social, and cultural concerns. Higher education plays a key role in promoting sustainable development initiatives and in empowering people to change their thinking and to strive for a sustainable future. However, the main issue that needs to be presently resolved is how leaders, teachers, and students in higher education can achieve sustainable development in their system vision, mission and values, strategic plans, and organizational culture. Morocco is a country with a long history of higher education and has continuous reforms for sustainable development. In the process of responding to the wave of globalization, the Moroccan government has begun to formulate a higher education reform plan to maintain its competitiveness and achieve the SDG standards. Therefore, this study is focused on the quality of the higher education system through which the sustainability of higher education reform can be implemented. With this in mind, an organized approach that involved a questionnaire using the SWOT (strengths, weaknesses, opportunities, and threats) decision-making model with integration of analytic hierarchy process (AHP) and Entropy method was developed. The questionnaires were filled out by the experts, staff, and students of the higher education system (universities) to obtain the important key factors for the SWOT analysis. The AHP was used for the qualitative analysis of the weights of the SWOT factors, while the Entropy method was applied for the objective analysis of the number of different weight attributes. After integration of AHP with Entropy, the finalized variables were ranked; these results are more reliable and realistic to decision-makers. Finally, the SWOT matrix was established based on the questionnaire assessment and the AHP with Entropy weights to help implement the higher education reform policy and to monitor the quality of the current education system. The results also indicate that higher education reform must incorporate many changes, including effective budget planning, skilled experts, internationalization, improved and expanded infrastructure, reformed study curriculum, and latest training.

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Selection of Human Resources Prospective Student Using SAW and AHP Methods

Rufa’i

Warnars

et al. 2022

Expert Clouds and Applications

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A Comparative Study using SAW, TOPSIS, SAW-AHP, and TOPSIS-AHP for Tuition Fee (UKT)

Cited by 11 publications

References 3 publications

Devising a method for identifying the model of multi-criteria expert estimation of alternatives

Devising a method for identifying the model of multi-criteria expert estimation of alternatives

Sustainable Higher Education Reform Quality Assessment Using SWOT Analysis with Integration of AHP and Entropy Models: A Case Study of Morocco

Selection of Human Resources Prospective Student Using SAW and AHP Methods

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