Analytical network process based representation operations on triangular fuzzy numbers for supplier selection decision

2021 ◽  
Author(s):  
Z. Tarmudi ◽  
N. S. Nordin ◽  
N. Suhadak ◽  
M. Mokhtar
Keyword(s):  
Supplier Selection ◽  
Fuzzy Numbers ◽  
Triangular Fuzzy Numbers ◽  
Analytical Network Process ◽  
Network Process ◽  
Selection Decision

scholarly journals ANALISIS PEMILIHAN SUPPLIER MENGGUNAKAN METODE ANALYTICAL NETWORK PROCESS (ANP) PADA PENGADAAN KOMPONEN RAIL PAD 158-7 (STUDI KASUS : PT PINDAD (PERSERO))

2021 ◽  
Vol 16 (1) ◽  
pp. 1-9
Author(s):  
Arfan Bakhtiar ◽  
Dewita Rahmadani ◽  
Deliana Lathuihamalo ◽  
Bagus Maulana
Keyword(s):  
Supply Chain ◽  
Supplier Selection ◽  
Strategic Decision ◽  
Strategic Decisions ◽  
Analytical Network Process ◽  
Network Process ◽  
Selection Decision ◽  
Different Levels ◽  
Selection Of

Pemilihan supplier merupakan salah satu keputusan strategis dalam manajemen rantai pasok yang berpengaruh terhadap peningkatan keunggulan kompetitif suatu perusahaan. Setiap pabrikan perlu memiliki kriteria standar dalam pemilihan supplier sesuai dengan kebutuhan perusahaan. Tujuan dari penelitian ini adalah mengetahui kriteria-kriteria yang paling berpengaruh dan urutan alternatif supplier Rail Pad 158-7 terbaik yang bisa digunakan untuk menjadi bahan pertimbangan oleh PT. Pindad (Persero) dalam memilih supplier di masa yang akan datang. Bobot dan prioritas kriteria yang diuji dengan Metode Analytical Network Process (ANP) juga dimaksudkan untuk memunculkan hubungan timbal balik yang saling berpengaruh antar kriteria. ANP dapat digunakan untuk membantu membuat keputusan untuk memilih supplier dan untuk mengelola kinerja rantai pasokan. Makalah ini menunjukkan kriteria yang mempengaruhi keputusan pemilihan suatu supplier yaitu faktor biaya, delivery, kualitas, dan service sebagai prioritas utama produksi perusahaan. Adapun jika terdapat perbedaan maka perbedaan perspektif dipengaruhi oleh tingkat minat dan tanggung jawab yang berbeda. Perbedaan penilaian ini membentuk dasar pengambilan keputusan dan kebijakan strategis rantai pasokan sesuai dengan kondisi perusahaan. Abstract [Analysis of Supplier Selection Using Analytical Network Process (ANP) Method in Procurement of Rail Pad 158-7 Components (Case Study: PT. Pindad (Persero))] Supplier selection is one of the strategic decisions in supply chain management that affects the improvement of a company's competitive advantage. Each manufacturer needs to have standard criteria in the selection of suppliers according to company needs. The purpose of this paper is to find out the most influential criteria and the best alternative order of Rail Pad 158-7 suppliers that can be used as a material for consideration by PT PINDAD (Persero) in selecting future suppliers. The weight and priority of the criteria tested by the Analytical Network Process (ANP) Method are also intended to bring up mutually influential relationships between criteria. ANP can be used to help make decisions to choose suppliers and to manage supply chain performance. This paper shows the criteria that influence a supplier selection decision, which are cost, delivery, quality, and service as the main priority of the company's production. As for if there are differences, differences in perspective are influenced by different levels of interest and responsibility. This difference in valuation forms the basis of supply chain strategic decision-making and policy according to company conditions.Key words: ANP; Criteria; MCDM; Supplier

scholarly journals Implementation of Green Procurement in Supplier Selection of PT Kubota Indonesia with Fuzzy Analytical Network Process Approach (FANP)

2018 ◽  
Vol 73 ◽  
pp. 09021 ◽  
Author(s):  
Pujotomo Darminto ◽  
Rahcman Erpita ◽  
Budi Prasetiyo Utomo Trio
Keyword(s):  
Supplier Selection ◽  
Selection Process ◽  
Quality Criteria ◽  
Analytical Network Process ◽  
Green Procurement ◽  
Green Industry ◽  
Network Process ◽  
Criteria Weights ◽  
Timely Delivery ◽  
Selection Of

Industry globalization and consumer concern for environmental issues compel the industry to make adjustments to the green industry concept including green procurement activities such as supplier selection. One of the industries in the diesel engine exporting company, PT. Kubota Indonesia, must be able to meet market demands related to Green Industries. one of the Green Industry Concepts that teaches companies to broaden their perspectives on corporate environmental concerns is Green Procurement. This concept emphasizes companies to use suppliers who also have a concern for the environment. When conducting the supplier selection process PT. Kubota Indonesia only emphasizes on the criteria for quality, price and timely delivery. In addition, delays in orders received at the company make this company have to choose suppliers. The results of this study were to determine the criteria and sub-criteria weights used by PT. Kubota Indonesia selects suppliers according to the concept of Green Procurement, ranks and selects suppliers using Fuzzy Analytical Network Process (FANP). The most important criteria are quality criteria and the best supplier recommended is PT. Three Pamindo T

Suppliers Selection for Sazeh Gostar Saipa Co. Using a Combination Approach of Analytic Network Process and Goal Programming

2013 ◽  
Vol 4 (1) ◽  
pp. 14-34
Author(s):  
Hassan Farsijani ◽  
Mohsen Shafiei Nikabadi ◽  
Reza Malmir ◽  
Fatemeh Shakhsian
Keyword(s):  
Goal Programming ◽  
Supplier Selection ◽  
Analytic Network Process ◽  
Corporate Strategies ◽  
Top Managers ◽  
Network Process ◽  
Selection Decision ◽  
Selection For ◽  
Combination Approach

Strategic evaluation and supplier selection, or strategic supply, is a main subject of supply chain management. Strategic evaluation and supplier selection is a multi-criteria decision problem, considering both tangible and intangible criteria and organizations are seeking various and sometimes opposite objectives in purchasing from suppliers. As the increasing rivalry in Iran’s auto industry, producers and suppliers face several challenges. Sazeh Gostar Saipa Co., the main supplier of Saipa automobile maker firm, is not exempt of this norm. Top managers of the company believe that the best supplier selection for long-term cooperation is vital for the implementation of corporate strategies. In this paper, using decision technique of Analytic Network Process (ANP) and Base Overhead Cost Recovery (BOCR), 20 tangible and intangible operational and strategic criteria are considered in the supplier selection decision through a suggested methodology. Different organizations’ goals in purchasing from suppliers that are ranked in the previous stage are formulated to determine the amount of supply allocation to each supplier based on goals. The innovation aspect and main goal of the research are suggesting a methodology for selecting suppliers and determining the amount of allocated orders to them with combining ANP method, BOCR structure and goal programming in Sazeh Gostar Saipa Co.

scholarly journals Application of Fuzzy Analytical Network Process and VIKOR Model in Foreign Trade Supplier Selection

2021 ◽  
Vol 2021 ◽  
pp. 1-8
Author(s):  
Tsung-Xian Lin ◽  
Xiao Wang ◽  
Zhong-huan Wu ◽  
Che-Chang Chang
Keyword(s):  
Customer Service ◽  
Network Architecture ◽  
Supplier Selection ◽  
Raw Materials ◽  
Fuzzy Theory ◽  
Evaluation Model ◽  
Analytical Network Process ◽  
Advantages And Disadvantages ◽  
Expert Interview ◽  
Network Process

The technology in Taiwan’s panel industry is changing fast. However, after the financial tsunami and the increased price for raw materials, enterprises’ abilities to select suppliers and purchase have great influences on plan implementation. Therefore, with the prevailing issues of supply chain management, how to evaluate and select appropriate suppliers has become a very important topic for enterprises. Depending on customers’ needs, the requirements for suppliers vary from industry to industry. On this basis, this study summarizes and analyzes the literature on supplier selection to develop the supplier selection criteria, constructs the hierarchical network architecture by an expert interview, and proposes a complete supplier evaluation model by the fuzzy theory and network analysis. This study shows that the order of the important dimensions is as follows: performance evaluation, customer service, technology and competitiveness, cost benefits, and architecture, and the most important criterion is quality. Finally, the material suppliers of backlight modules in the panel industry are taken as the examples and ranked by VIKOR, based on their merits and demerits, to help related industries to understand their current advantages and disadvantages according to the selection results obtained by the fuzzy analytical network process and improve the gap between their actual situations and enterprises’ expectations and thus enhance their competitiveness.

scholarly journals Prioritizing Green Supplier Selection Criteria Using Fuzzy Analytical Network Process

Procedia CIRP ◽  
2015 ◽  
Vol 26 ◽  
pp. 689-694 ◽  
Author(s):  
Masoud Rahiminezhad Galankashi ◽  
Ali Chegeni ◽  
Amin Soleimanynanadegany ◽  
Ashkan Memari ◽  
Ali Anjomshoae ◽  
...  
Keyword(s):  
Supplier Selection ◽  
Selection Criteria ◽  
Analytical Network Process ◽  
Green Supplier Selection ◽  
Network Process

scholarly journals Resilient Supplier Selection Based on Fuzzy BWM and GMo-RTOPSIS under Supply Chain Environment

2019 ◽  
Vol 2019 ◽  
pp. 1-14 ◽  
Author(s):  
Jiawu Gan ◽  
Shuqi Zhong ◽  
Sen Liu ◽  
Dan Yang
Keyword(s):  
Supply Chain ◽  
Fuzzy Number ◽  
Supplier Selection ◽  
Fuzzy Numbers ◽  
Group Decision ◽  
Triangular Fuzzy Number ◽  
Random Environments ◽  
Triangular Fuzzy Numbers ◽  
Supply Chain Risk ◽  
Research Gap

Resilient suppliers can reduce supply chain risk, effectively avoid supply chain disruption, and bring profits to enterprises. However, there is no united measuring index system to evaluate the resilient supplier under supply chain environment, and the assessment language sets are usually crisp values. Therefore, in order to fill the research gap, this paper proposes a hybrid method, which combines triangular fuzzy number, the best-worst method (BWM), and the modular TOPSIS in random environments for group decision-making (GMo-RTOPSIS) to solve the above problem. Firstly, the weight of decision-maker is calculated by using fuzzy BWM which can deal with triangular fuzzy numbers. Secondly, triangular fuzzy number is introduced into GMo-RTOPSIS, and combined with fuzzy BWM, alternatives are sorted to select the best resilient supply chain partner. Finally, the feasibility and universality of this method are proved by illustrative examples.

Green supplier appraisement in fuzzy environment

2014 ◽  
Vol 21 (3) ◽  
pp. 412-429 ◽  
Author(s):  
Nitin Kumar Sahu ◽  
Saurav Datta ◽  
Siba Sankar Mahapatra
Keyword(s):  
Decision Making ◽  
Supplier Selection ◽  
Fuzzy Numbers ◽  
Content Type ◽  
Fuzzy Environment ◽  
Performance Metric ◽  
Green Performance ◽  
Selection Decision ◽  
Overall Performance ◽  
Generalized Trapezoidal Fuzzy Numbers

Purpose – In recent years, stimulated environmental awareness (green consciousness) has favored the emergence of the green supply chain paradigm. Therefore, apart from traditional supplier selection criterions, green criteria are necessarily to be incorporated in the supplier selection problem. In this context, the present study aims to highlight an efficient supplier appraisement platform by considering green performance criteria, in fuzzy environment. Design/methodology/approach – The present work exhibits an efficient fuzzy-based supplier performance assessment system using generalized trapezoidal fuzzy numbers set. A fuzzy overall evaluation index has been estimated towards assessing suppliers' green performance extent, thus facilitating supplier appraisement cum selection decision-making. Findings – The proposed method has been found efficient for solving the group decision-making problem under uncertain environment due to vagueness, ambiguity associated with decision-makers' subjective judgment. The proposed appraisement platform has been explored by an Indian automobile part manufacturing company at eastern part of India. Suppliers have been evaluated individually to check their performance level with respect to green attributes. Apart from estimating overall performance metric, the model presented here can identify ill-performing areas that necessitate future attention. Originality/value – The major contributions of this work have been summarized as follows: Development and implementation of an efficient decision-making procedural hierarchy to support suppliers' green performance extent evaluation. An overall performance metric has been introduced. Concept of generalized trapezoidal fuzzy numbers has been efficiently explored to facilitate such an appraisement cum selection decision-making. The appraisement index system has been extended with the capability to search ill-performing areas that require future progress.

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