scholarly journals Implementation of AHP and SAW Methods for Optimization of Decision Recommendations

2021 ◽  
Vol 4 (1) ◽  
pp. 254-265
Author(s):  
Deborah Kurniawati ◽  
Febri Nova Lenti ◽  
Rudi Wahyu Nugroho
Keyword(s):  
Decision Making ◽  
Decision Support ◽  
Analytical Hierarchy Process ◽  
Decision Makers ◽  
Ahp Method ◽  
Basic Difference ◽  
Criteria Weights ◽  
The Difference ◽  
Hierarchy Process ◽  
Final Calculation

Differences in interest in decision making are one of the things that must be facilitated in decision support applications. The most basic difference of interest in decision making is the difference in the weight of the importance of each criterion used. Each decision maker has their own interest in the criteria used. If these differences can be facilitated properly, the resulting decision recommendations can be optimal, in this case more in line with the interests of the users. The model is designed using the Analytical Hierarchy Process (AHP) and Simple Additive Weight (SAW) methods, using 5 criteria. The final result of the AHP method is in the form of criteria weights that are in accordance with the interests of decision makers and in accordance with the consistency of the comparisons that have been given. The resulting weight will be used in the final calculation of SAW, namely in the calculation of alternative weights. By using AHP, the weight of the criteria becomes more subjective according to the interests of decision makers. Thus, the resulting alternative recommendations become more optimal because they are in accordance with the needs of decision makers.

scholarly journals DECISION SUPPORT SYSTEM DETERMINES THE PURCHASE OF HOUSE RIGHT USING ANALYTICAL HIERARCHY PROCESS (AHP) AND BORDA METHODS

JOURNAL ASRO ◽  
2019 ◽  
Vol 10 (1) ◽  
pp. 1
Author(s):  
Didit Herdiawan Ashaf ◽  
Sutikno Wahyu Hidayat ◽  
Ahmadi Ahmadi
Keyword(s):  
Decision Making ◽  
Decision Support ◽  
Decision Support System ◽  
Group Decision Making ◽  
Support System ◽  
Analytical Hierarchy Process ◽  
Group Decision ◽  
Decision Makers ◽  
Home Purchase ◽  
Hierarchy Process

Increasing population growth also contributes to the increasing need for homes or dwellings as basic human needs. Many ways people do to meet these needs, among others, by buying from someone else, building it yourself or by buying a house in a housing developer. Houses besides being a basic human need, it is also used as an indicator of one's success and as an asset for business development and an increase in the economic value of the owner. Prospective home buyers certainly have criteria that are considered in choosing a house. Many of the existing criteria are often followed by the availability of more than one choice of the house to be able to meet these criteria. Therefore, the writer tries to try to make a Decision Support System in a Home Purchase that will later help prospective home buyers in deciding which house to buy. The decision-making method used in this system is an analytical hierarchy process (AHP) as a form of decision-making model that is suitable for multi-criteria and multi-alternative problems with the main input being human perception. Combined with the Borda method which is one method of group decision making that can combine the results of perceptual analysis (the results of AHP analysis) from several decision makers. it is necessary to have a group decision-making technique (group decision support system). So that the resulting home purchase decision can be accepted by all decision makers (family). From the results of the calculation and voting process, House X was chosen with 9 votes.   Keywords: Home Purchase, Analytical Hierarchy Process, Borda

scholarly journals GIS-SUPPORTED MAPPING OF SUITABLE PARKING AREAS USING AHP METHOD: THE CASE OF KONYA

2021 ◽  
Vol XLVI-4/W5-2021 ◽  
pp. 51-56
Author(s):  
T. Alkan ◽  
S. S. Durduran
Keyword(s):  
Decision Making ◽  
Information System ◽  
Analytical Hierarchy Process ◽  
Site Selection ◽  
Multi Criteria Decision Making ◽  
Situation Analysis ◽  
Ahp Method ◽  
Criteria Weights ◽  
Suitable Site ◽  
Hierarchy Process

Abstract. The increase in the number of vehicles with the increasing population has caused the problem of parking insufficiency. This problem necessitate situation analysis of existing parking areas and site selection analyses for new parking areas. It is possible to make suitable site selections with spatial analysis supported by Geographic Information System (GIS). In this study, available parking areas in Selçuklu district of Konya province were evaluated and suitable parking areas were determined in line with the needs. The criteria affecting the parking areas site selection were determined and the importance levels of the criteria were detected by using the Analytical Hierarchy Process (AHP) which is one of the Multi-Criteria Decision Making (MCDM) methods. Density analyses were carried out with GIS and suitable parking areas map was produced considering the criteria weights obtained.

scholarly journals Sistem Pendukung Keputusan Untuk Seleksi Penerimaan Asisten Laboratorium Menggunakan Metode AHP

Respati ◽  
2019 ◽  
Vol 14 (1) ◽  
Author(s):  
Helda Yunita
Keyword(s):  
Decision Making ◽  
Decision Support ◽  
Decision Support Systems ◽  
Analytical Hierarchy Process ◽  
Support Systems ◽  
Ahp Method ◽  
Complex Problems ◽  
Laboratory Assistant ◽  
Hierarchy Process ◽  
Selection Of

INTISARISistem Pendukung Keputusan (SPK) merupakan suatu sistem yang mendukung suatu instansi dalam pengambilan keputusan untuk suatu permasalahan dengan tujuan sebagai alat bantu untuk memperluas kapabilitas dalam pengambilan keputusan. Pendukung keputusan pada dasarnya merupakan suatu hasil dari beberapa alternatif terbaik yang terpilih sesuai dengan berbagai macam kriteria. Salah satu metode sistem pendukung keputusan yaitu metode Analyitical Hierarchy Process (AHP) yang merupakan metode untuk melakukan pengambilan keputusan secara ilmiah dan rasional untuk memberikan solusi terhadap masalah kriteria yang kompleks dalam berbagai alternative dengan melakukan perhitungan dari perbandingan permasing – masing kriteria. Melalui metode AHP ini dapat diketahui hasil dari nilai para calon asisten laboratorium yang telah dihitung sesuai dengan kriterianya.Kata kunci—Sistem Pendukung Keputusan (SPK), Analytical Hierarchy Process (AHP), seleksi calon asisten laboratorium.ABSTRACTDecision support systems ( DSS ) is a system that supports an agency in decision-making to a problem with the destination as a tool to expand the decision making capabilities. Basicly, a decision support systems is a selection of some of the best alternative options from some criteria. A method of decision support systems is Analyitical Hierarchy Process ( AHP ) is a method to make decisions scientifically and rationally to provide solutions to complex problems in a variety of criteria alternatives. With this Analytical Hierarchy Process ( AHP ) method can be show the result from values of laboratory assistant candidate that calculate from their criteria.Keywords—Decision Support Systems (DSS), analytical hierarchy process (AHP), candidate laboratory assistant selection

scholarly journals Sistem Pendukung Keputusan Penerima Pembiayaan Akad Qordh Menggunakan Metode Analytical Hierarchy Process dan Weighted Product

2021 ◽  
Vol 22 (1) ◽  
pp. 1
Author(s):  
Restu Nur Hakim ◽  
Muhammad Hamka
Keyword(s):  
Decision Support ◽  
Analytical Hierarchy Process ◽  
Financial Services ◽  
Profit Sharing ◽  
Business Unit ◽  
Ahp Method ◽  
A Value ◽  
Calculation Results ◽  
Criteria Weights ◽  
Hierarchy Process

Islamic financial services unit is a business unit in a cooperative whose business activities are engaged in financing, investment and savings in accordance with the profit sharing pattern (sharia). This study aims to create a Decision Support System to determine the acceptance of qordh contract financing using the Analitycal Hierarchy Process (AHP) method used to determine the criteria weights and the Weighted Product (WP) method is used to determine the qordh contract financing recipient ranking. Obtained the results of the AHP method calculation with the highest priority, namely the guarantee criteria with a value of 39%, the criteria for work with a value of 24%, the criteria for the amount of financing with a value of 9%, the term criteria with a value of 9%, the age criteria with a value of 14%, and the last criteria financing history with a priority value of 4%.Based on the WP calculation results, the first recommended alternative results obtained qordh contract financing is alternative 7 with a V_7 value of 0.159, followed by alternative 3 with a V_3 value of 0.109, alternative 1 with a V_1 value of 0.105, alternative 6 with a V_6 value of 0.098, alternative 8 with a V_8 value of 0.096, alternative 9 with a V_9 value of 0.093, alternative 4 with a V_4 value of 0.082, alternative 5 with a V_5 value of 0.081, alternative 2 with a V_2 value of 0.061, alternative 10 with a V_10 value of 0.057, and the The last is alternative 11 with a value of V_11 which is 0.056.

scholarly journals Decision Support System of The People's Business Credit Method Using Analytical Hierarchy Process at Bank Syariah Mandiri Kc. Lubuk Pakam

2020 ◽  
Vol 2 (1) ◽  
pp. 120-123
Author(s):  
Dhini Andika ◽  
Penda Sudarto Hasugian
Keyword(s):  
Decision Making ◽  
Decision Support ◽  
Decision Support System ◽  
Support System ◽  
Analytical Hierarchy Process ◽  
Data Transformation ◽  
Ahp Method ◽  
Final Grade ◽  
Business Conditions ◽  
Hierarchy Process

Decision support system (DSS) system that can help someone in making decisions that are accurate and right on target. Many problems can be solved by using the SPK. One of them is Determining the eligibility of customers receiving the People's Business Credit (KUR). There are Several methods that can be used in building a DSS, Including Analytical Hierarchy Process (AHP). The application of the AHP method to the decision support system of people's business credit through a number of processes of data transformation starts from Determining the priority scale of each criterion, to getting the final grade and ranking. In Determining the eligibility of KUR recipient customers, there are Several criteria that are the basis for decision making, Including Credit Status, Productive Business, Business Conditions, Collateral and Collectibility.

scholarly journals Decision Support System for Supplier Selection using Analytical Hierarchy Process (AHP) Method

2017 ◽  
Vol 4 (2) ◽  
pp. 158-168 ◽  
Author(s):  
Juliana Juliana ◽  
Jasmir Jasmir ◽  
Pareza Alam Jusia
Keyword(s):  
Decision Support ◽  
Decision Support System ◽  
Support System ◽  
Analytical Hierarchy Process ◽  
Decision Makers ◽  
Ahp Method ◽  
Technological Growth ◽  
Long Time ◽  
Functional Hierarchy ◽  
Hierarchy Process

Technological growth is characterized by a variety of technological finds and computational methods used to facilitate human work in the era of globalization that is the method of Decision Support System (DSS) that helps decision makers to use data and models to solve problems that are not Structured. Toko Harapan Baru in making decisions in determining the best suppliers still use intuition, analysis, calculation and comparison of the manual in determining the supplier of goods to his shop takes a long time, the difficulty of searching data because there is no data processing cause is quite complicated without any particular method which gives inaccurate results. Then, Toko Harapan Baru requires a system that can be a solution to the problem that is being encountered. The Analytical Hierarchy Process (AHP) method is a functional hierarchy to help decision-makers better in making decisions on many objective issues.

scholarly journals Penentuan Karyawan Terbaik Home Industry Ramayana Menggunakan Metode Analytical Hierarchy Process (AHP)

2019 ◽  
Vol 1 (01) ◽  
pp. 35-41
Author(s):  
Rina Nuryana Fajriya ◽  
Azhar Firdaus ◽  
Ahmad Faisal
Keyword(s):  
Decision Making ◽  
Analytical Hierarchy Process ◽  
Business Owners ◽  
Decision Makers ◽  
Business Owner ◽  
Ahp Method ◽  
Permanent Employees ◽  
Hierarchy Process ◽  
A Company ◽  
Selection Of

Employees in the company are the main resources required to be able to provide the best service and optimal performance. The selection of the best employees in a company is very important because it will determine the company's progress in the future. A home industry in East Kotawaringin Regency has 3 permanent employees. This Ramayana cracker business owner wants to know the best performance of his 3 employees, one of the effective ways in selecting employees is by implementing a decision support system and by using the Analytical Hierarchy Process (AHP) method, we make this research to help business owners to their problem is solved. This study aims to complete practical decision making and have alternative choices for decision-makers, in order to choose the best employees in their home industry. The results of this study are aimed at home industry business owners in order to find out the best employees in this Ramayana home industry business.

PERANCANGAN APLIKASI PENDUKUNG KEPUTUSAN PENENTUAN PASANGAN TERBAIK DALAM PANDANGAN ISLAM DENGAN METODE AHP

2018 ◽  
Vol 2 (1) ◽  
Author(s):  
Dwi Suci Anggraini
Keyword(s):  
Decision Making ◽  
Decision Support ◽  
Decision Support System ◽  
Support System ◽  
Analytical Hierarchy Process ◽  
Decision Making Process ◽  
Human Beings ◽  
Ahp Method ◽  
Weight Value ◽  
Hierarchy Process

Couples / soul mates have been determined by God the Almighty, humans are created in pairs and all humans must have been determined to live mate depending on the efforts of the man himself. Because of that we as human beings who want to endeavor and strive.         Therefore, a Decision Support System (DSS) is needed which can overcome problems in choosing the best partner. The method used in the Decision Support System (SPK) is the Analytical Hierarchy Process (AHP) method because it is appropriate for the decision-making process and can determine the weight value of each attribute, then proceed with a ranking process that will select the best alternative from a number of the best alternatives.                 Islam provides solutions and signs in choosing a mate, one of which is endeavor. Efforts and praying to Allah SWT in this way are good and true Decision Making.Keywords: SPK, AHP, Pair, Best

Decision Support System Development Based On Android Using Analytical Hierarchy Process (AHP) Method For Determining The Middle Small Business Development Priority In Sorong City

2019 ◽  
Vol 5 (2) ◽  
pp. 25-39
Author(s):  
Luluk Suryani ◽  
Raditya Faisal Waliulu ◽  
Ery Murniyasih
Keyword(s):  
Decision Support ◽  
Small Business ◽  
Decision Support System ◽  
Support System ◽  
Analytical Hierarchy Process ◽  
System Development ◽  
Business Development ◽  
Ahp Method ◽  
Small Business Development ◽  
Hierarchy Process

Usaha Kecil Menengah (UKM) adalah salah satu penggerak perekonomian suatu daerah, termasuk Kota Sorong. UKM di Kota Sorong belum berkembang secara optimal. Ada beberapa penyebab diantaranya adalah mengenai finansial, lokasi, bahan baku dan lain-lain. Untuk menyelesaikan permasalah tersebut peneliti terdorong untuk melakukan pengembangan Aplikasi yang dapat membantu menentukan prioritas UKM yang sesuai dengan kondisi pelaku usaha. Pada penelitian ini akan digunakan metode Analitycal Hierarchy Process (AHP), untuk pengambilan keputusannya. Metode AHP dipilih karena mampu menyeleksi dan menentukan alternatif terbaik dari sejumlah alternatif yang tersedia. Dalam hal ini alternatif yang dimaksudkan yaitu UKM terbaik yang dapat dipilih oleh pelaku usaha sesuai dengan kriteria yang telah ditentukan. Penelitian dilakukan dengan mencari nilai bobot untuk setiap atribut, kemudian dilakukan proses perankingan yang akan menentukan alternatif yang optimal, yaitu UKM. Aplikasi Sistem Pendukung Keputusan yang dikembangkan berbasis Android, dimana pengguna akan mudah menggunakannya sewaktu-waktu jika terjadi perubahan bobot pada kriteria atau intensitas.  Hasil akhir menunjukkan bahwa metode AHP berhasil diterapkan pada Aplikasi Penentuan Prioritas Pengembangan UKM.

scholarly journals A Multi-Criteria Decision Support Concept for Selecting the Optimal Contractor

2021 ◽  
Vol 11 (4) ◽  
pp. 1660 ◽  
Author(s):  
Ivan Marović ◽  
Monika Perić ◽  
Tomaš Hanak
Keyword(s):  
Decision Making ◽  
Decision Support ◽  
Project Performance ◽  
Decision Makers ◽  
Construction Project Management ◽  
Analytic Hierarchy ◽  
Conflicting Demands ◽  
Decision Making Problem ◽  
Scientific Approach ◽  
Hierarchy Process

A way to minimize uncertainty and achieve the best possible project performance in construction project management can be achieved during the procurement process, which involves selecting an optimal contractor according to “the most economically advantageous tender.” As resources are limited, decision-makers are often pulled apart by conflicting demands coming from various stakeholders. The challenge of addressing them at the same time can be modelled as a multi-criteria decision-making problem. The aim of this paper is to show that the analytic hierarchy process (AHP) together with PROMETHEE could cope with such a problem. As a result of their synergy, a decision support concept for selecting the optimal contractor (DSC-CONT) is proposed that: (a) allows the incorporation of opposing stakeholders’ demands; (b) increases the transparency of decision-making and the consistency of the decision-making process; (c) enhances the legitimacy of the final outcome; and (d) is a scientific approach with great potential for application to similar decision-making problems where sustainable decisions are needed.

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