scholarly journals Multi-Attribute Decision Making with VIKOR Method for Any Purpose Decision

2018 ◽  
Author(s):  
Andysah Putera Utama Siahaan ◽  
Dodi Siregar ◽  
Darmawan Napitupulu ◽  
Darmawan Napitupulu
Keyword(s):  
Decision Making ◽  
Decision Support ◽  
Decision Support System ◽  
Support System ◽  
Vikor Method ◽  
Policy Makers ◽  
Multi Attribute Decision Making

Implementation of Decision Support System for various purposes now can facilitate policy makers to get the best alternative from a variety of predefined criteria, one of the methods used in the implementation of Decision Support System is VIKOR (Vise Kriterijumska Optimizacija I Kompromisno Resenje), VIKOR method in this research got the best results with an efficient and easily understood process computationally, it is expected that the results of this study facilitate various parties to develop a model any solutions.

scholarly journals Fuzzy Multi-Attribute Decision Making (FMADM) Application on Decision Support Systems (SPK) to Diagnose a Type of Disease

2021 ◽  
Author(s):  
Sugiyarto Surono ◽  
Mustika Sari
Keyword(s):  
Decision Making ◽  
Decision Support ◽  
Decision Support System ◽  
Support System ◽  
Diagnostic Errors ◽  
Initial Symptoms ◽  
Total Integral ◽  
Multi Attribute Decision Making ◽  
Simple Additive Weighting ◽  
Two Stages

Fuzzy logic is widely applied to daily life with various methods. One method is fuzzy multi-attribute decision making (FMADM). FMADM is able to select the best alternative from a number of alternatives. In FMADM there is a supporting method so that the results obtained are accurate and optimal, namely the classic MADM method. One method in classic MADM is the Simple Additive Weighting (SAW) method. The SAW method is precisely used to minimize diagnostic errors, but if a decision support system is made, the SAW method still requires a further development method, one of which is the FMADM method with its development. The purposes of this study are to describe the steps of SAW method and the development of FDM in theory, implement SAW method and the development of FDM to diagnose a type of disease and implement it in a decision support system using GUI matlab. The completion step of those two methods is through two stages, the first one will go through FMADM stage with SAW, which is weighted sum, then the output will be used as input to the FDM method based on total integral values. The result of this study is proven by patient experienced initial symptoms of high fever at a temperature of 39.5° C - 40° C, very much spots appear in rumple leed test (> 50 petheciae), bleeding gums, rarely got nausea and headache, as well as diarrhea. Accuracy for the decision support system using MAPE was obtained 93% so that the decision support system with FMADM method to diagnose the disease was feasible to use.

scholarly journals Decision Support System Recommended for Position Increased at PD. Air Minum Jaya By Using SMART Method

2019 ◽  
Vol 3 (1) ◽  
pp. 134
Author(s):  
Rudianto Rudianto
Keyword(s):  
Decision Making ◽  
Decision Support ◽  
Decision Support System ◽  
Human Resources ◽  
Support System ◽  
Assessment Data ◽  
Multi Attribute Decision Making ◽  
Innovation And Ethics ◽  
Support Decision Making

<span>Employees are one of the human resources that are very important in determining the success of the company's work. There fore the company must appoint employees into one of the positions according to the expertise desired by the company. There are still many managers to appoint their employees to only see how long they work without being supported by adequate expertise. So that the appointment of employees by managerial is subjective. For this reason, it is necessary to process employee assessment data that can help make it easier for a boss and the Payroll section to take a decision to recommend employees to take office. The method used to solve the problem of recommendation for promotion for employees by using the SMART method (Simple Multi Attribute Rating Technique) is a multi-attribute decision-making method used to support decision making in choosing between several alternatives. The criteria used in calculating the assessment are professional criteria, cooperation, leadership, innovation and ethics at work. Judging from the managerial aspects, the assessment can be developed with other criteria according to the needs of the company</span>

scholarly journals SISTEM PENDUKUNG KEPUTUSAN PENJUALAN KELAPA BULAT DI INDRAGIRI MENGGUNAKAN METODE WEIGTED PRODUCT (WP)

2021 ◽  
Vol 3 (1) ◽  
pp. 7-15
Author(s):  
Firman ◽  
Muh. Rasyid Ridha
Keyword(s):  
Decision Making ◽  
Decision Support ◽  
Decision Support System ◽  
Support System ◽  
Sales Data ◽  
Product Method ◽  
Multi Attribute Decision Making ◽  
Multiple Attributes ◽  
New System

Decision Support System (DSS) is a system that can assist a person in making accurate decisions and targeted. Many problems can be solved by using CMS, one of which is a decision support system round oil sales. There are several methods that can be used in building a Weigted Produck SPK them. Weighted product method is one of several methods MADM (Multi attribute Decision Making). MADM method is a method of decision-making that is based on multiple attributes. This study uses a product weighted in determining the feasibility of a decision support system round oil sales.And there are some criteria on which to base decisions, among others, price, distance, trannfortasi. To create a new system that mengefesienkan time in processing the sales data, Provide an overview of a suitable price for oil where the coconut farmers will be marketed. This research is beneficial to coconut seller. As the clouds or the community is able to sell the coconut with high prices and minimal costs.    

scholarly journals Decision Support System in Scholarship Acceptance Selection Using The Vikor Method

2021 ◽  
Vol 2 (2) ◽  
pp. 47-52
Author(s):  
Venny Novita Sari ◽  
Feri Hari Utami ◽  
Asnawati ◽  
Yupianti ◽  
Rizka Tri Alinse ◽  
...  
Keyword(s):  
Decision Making ◽  
Decision Support ◽  
Decision Support System ◽  
Support System ◽  
Compromise Solution ◽  
Vikor Method ◽  
Scholarship Recipients ◽  
Selection Of

This study aims to apply the vikor method in the selection of scholarship receipts at Bengkulu Dehasen University. Designing the process by describing how the VIKOR (Visekriterijumsko Kompromisno Rangeranje) method should be used based on criteria (indications, achievements, credits and living expenses) fulfilled by prospective scholarship recipients in accordance with the provisions of Dehasen Bengkulu University in selecting scholarship acceptance. Based on the results obtained it can be proven that the condition of Acceptable stability in decision making is fulfilled (Namely a smaller value than 1) and Intan P Can be proposed to be a compromise solution which is the best ranking of scholarship recipients ranking by this VIKOR (Visekriterijumsko Kompromisno Rangeranje) method.

scholarly journals METODE MULTI ATTRIBUTE DECISION MAKING DENGAN MODEL SIMPLE ADDITIVE WEIGHTING SEBAGAI PENDUKUNG KEPUTUSAN PEMBERIAN PINJAMAN

2020 ◽  
Vol 4 (2) ◽  
Author(s):  
Alhibarsyah Alhibarsyah ◽  
Keyword(s):  
Decision Making ◽  
Decision Support ◽  
Decision Support System ◽  
Support System ◽  
Social Factors ◽  
Decision Models ◽  
Weighted Sum ◽  
Multi Attribute Decision Making ◽  
Simple Additive Weighting ◽  
Selection Of

Abstract Decision support systems are used to solve a problem that is commonly done by users and industry, in this case one of the application of a decision support system in providing loans to cooperative members. Judging from the form of business, cooperatives are one of the community financial institutions that are formed and are not only business-oriented, but social factors are very strongly applied. Because the cooperative was formed to help and prosper its members, such as saving and borrowing (credit) from its members. In this study, decision making is used to help support the selection of loan applications for members. There are several types of decision models that are integrated in a Decision Support System such as statistical models, optimization models, heuristic models and multi-criteria / attribute models. The Simple Additive Weighting (SAW) method is used with the basic concept of finding the weighted sum of the performance ratings on each criterion. According to the MADM model which is used as decision support who can select criteria in determining the eligibility of members in receiving loans (credit). The system provides a solution in determining loan recommendations to prospective borrowers in cooperatives. The system is only able to represent 10 sample members as a reference in calculating credit lending.

scholarly journals Taxonomy of Fuzzy Multi-Attribute Decision Making Systems in Terms of Model, Inventor and Data Type

2018 ◽  
Vol 8 (1) ◽  
pp. 2568-2571
Author(s):  
R. Umar ◽  
. Sunardi ◽  
Y. B. Fitriana
Keyword(s):  
Decision Making ◽  
Decision Support ◽  
Decision Support System ◽  
Support System ◽  
Calculation Method ◽  
Decision Makers ◽  
Decision Making Process ◽  
System A ◽  
Decision Making Processes ◽  
Multi Attribute Decision Making

Decision support systems are one of the choices decision-makers make in an attempt to cope with the problems related to the time length required in decision-making process. Such systems are known to improve the efficiency and accuracy in the decision-making processes. In developing a decision support system, a certain calculation method is required as part of its processing. One of the most commonly used methods is FMADM. This research discusses the clustering of decision support system using FMADM in an attempt to provide a taxonomy of decision support system based on FMADM.

scholarly journals DEVELOPMENT OF DECISION SUPPORT SYSTEM DETERMINING THE STUDENT AS SCHOLARSHIP RECIPIENTS BY FUZZY MULTI ATTRIBUTE DECISION MAKING (FMADM)

2014 ◽  
Vol 9 (2) ◽  
pp. 75 ◽  
Author(s):  
Hoga Saragih ◽  
Murni Marbun ◽  
Bobby Reza
Keyword(s):  
Decision Making ◽  
Decision Support ◽  
Decision Support System ◽  
Support System ◽  
Multiple Attribute Decision Making ◽  
Topsis Method ◽  
Software Application ◽  
Multiple Attribute ◽  
Scholarship Recipients ◽  
Multi Attribute Decision Making

This research is the design of a decision support system (DSS) to determining the student as scholarship recipients of the STMIK Pelita Nusantara, Medan, Indonesia, with the approach of Fuzzy Multi Attribute Decision Making (FMADM) with TOPSIS method. Approach to Fuzzy Multiple Attribute Decision Making (FMADM) by specifying the values of the weights for each of the criteria or attributes and TOPSIS method for selecting student scholarship recipients. Implementation of a decision support system that can show the interaction of the user with the software application built using Visual Basic 2008 programming language. Conclusion the results obtained from the discussion shows that the approach with FMADM TOPSIS give final value calculation results ordered that can help decision makers determine the student deserves the scholarship. The existence of a decision support system that has been designed so the process of determining a student scholarship recipients more accurately, quickly, and accurately.

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