scholarly journals Quantification of Risks on Technological Innovation using Fuzzy Analytic Hierarchy Process

2020 ◽  
Vol 9 (7) ◽  
pp. 1230-1237
Keyword(s):  
Risk Management ◽  
Analytic Hierarchy Process ◽  
Technological Innovation ◽  
Management Strategy ◽  
Fuzzy Ahp ◽  
Fuzzy Analytic Hierarchy Process ◽  
Risk Management Strategy ◽  
Analytic Hierarchy ◽  
The Impact ◽  
Hierarchy Process

Innovation has become the key determinant of any organization in “Staying Relevant”, irrespective of the product or service produced. Innovation comprises different concepts based on the application through the product and service Life-Cycle. Technological Innovation has become the governing factor out of all which ensures the successfulness of the Innovation. But Innovation involves great amount of risks which even leads to an organization into a catastrophic situation in the absence of an appropriate Risk Management Strategy. In developing a Risk Management Strategy it is imperative to have a precise knowledge on the impact of Risks related to Technological Innovation, which can be represented by weightages. This paper presents Risks related to Technological Innovation based on the Literature and attempt to establish a relationship among the risks which forms a Hierarchical structure related to Fuzzy – Analytic Hierarchy process (F-AHP). Information unveiled in the literature and the ideas shared by Industry Expertise were the basis for pairwise comparisons. Consistency of the Pairwise comparison has endorsed using the Consistency Ratio. Consistent pair wise matrices were converted into Fuzzy matrices which have been carried out Fuzzy-AHP in obtaining the weightages related to Technological Innovation Risks. The weightages derived, provide a clearer insight on contribution of different risks on Technological Innovation failures and hence giving heads-up on the risks which need prior attention. Furthermore this illuminates the effectiveness of the Risk Management Strategy by providing facts to decide on which risks need to be Ignored, Mitigated, Addressed or Transferred. Thus, precise application of the findings of this research will absolutely help in developing a copy proof Risk Management Strategy which would ultimately offers many opportunities to a business that cannot be realized otherwise.

On Moderate Fuzzy Analytic Hierarchy Process Pairwise Comparison Model With Subcriteria

2016 ◽  
Vol 2 (3) ◽  
pp. 54
Author(s):  
G. Marimuthu ◽  
G. Ramesh
Keyword(s):  
Decision Making ◽  
Analytic Hierarchy Process ◽  
Fuzzy Ahp ◽  
Pairwise Comparison ◽  
Decision Models ◽  
Fuzzy Analytic Hierarchy Process ◽  
Analysis Method ◽  
Analytic Hierarchy ◽  
Comparison Model ◽  
Hierarchy Process

Decisions usually involve the getting the best solution, selecting the suitable experiments, most appropriate judgments, taking the quality results etc., using some techniques.  Every decision making can be considered as the choice from the set of alternatives based on a set of criteria.  The fuzzy analytic hierarchy process is a multi-criteria decision making and is dealing with decision making problems through pairwise comparisons mode [10].  The weight vectors from this comparison model are obtained by using extent analysis method.  This paper concern with an alternate method of finding the weight vectors from the original fuzzy AHP decision model (moderate fuzzy AHP model), that has the same rank as obtained in original fuzzy AHP and ideal fuzzy AHP decision models.

scholarly journals Sistem Pendukung Keputusan Pemberian Pembiayaan Murahabah dengan Fuzzy Analytic Hierarchy Process

Techno Com ◽  
2019 ◽  
Vol 18 (2) ◽  
pp. 178-189
Author(s):  
Siti Monalisa ◽  
Raynaldi Setiawan
Keyword(s):  
Analytic Hierarchy Process ◽  
Fuzzy Ahp ◽  
Fuzzy Analytic Hierarchy Process ◽  
Analytic Hierarchy ◽  
Hierarchy Process

BMT Al-ittihad terdapat bermacam-macam pembiayaan  salah satunya Murabahah yang berarti akad jual beli barang dengan menyatakan harga perolehan dan keuntungan (margin) yang disepakati oleh penjual dan pembeli. BMT Al-itthad dalam proses melaksanakan akad Murabahah dilakukan dengan menganalisa kelayakan pemberian pembiayaan kepada anggota dengan cara melengkapi persyaratan umum dan menggunakan bahasa yang subjektif terhadap penilaian kriteria karakter berdasarkan rekomendasi anggota lain,wawancara dan cara berkomunikasi, Penilaian karakter merupakan penilaian yang paling penting berdasarkan hasil wawancara dengan kepala pembiayaan karena penilaian karakter merupakan penilaian untuk melihat apakah anggota sanggup dan amanah membayar hutang. Untuk mengatasi penilaian yang bersifat subjektif maka dirancang sebuah sistem pendukung keputusan pemberian pembiayaan dengan menggunakan metode fuzzy analytic hierarchy process. Metode fuzzy AHP merupakan penggabungan dari metode fuzzy dan AHP. Metode fuzzy AHP dapat menutupi kelemahan yang terdapat pada AHP yaitu menangani penilaian yang bersifat subjektif . Sistem ini dirancang menggunakan bahasa pemrograman PHP, MySQL , sedangkan metode pengembangan sistem menggunakan V-model dan UML sebagai standar pemodelannya. Sistem pendukung keputusan  ini dapat memudahkan serta mempercepat proses penentuan pemberian pembiayaan Murabahah kepada anggota.

E-Commerce Risk Analysis with Fuzzy Analytic Hierarchy Process

2014 ◽  
Vol 571-572 ◽  
pp. 1129-1132
Author(s):  
Tao Xu
Keyword(s):  
Risk Management ◽  
Risk Analysis ◽  
Analytic Hierarchy Process ◽  
Risk Measurement ◽  
Fuzzy Analytic Hierarchy Process ◽  
Management Process ◽  
Analytic Hierarchy ◽  
Risk Management Process ◽  
Hierarchy Process

Fuzzy Analytic Hierarchy Process (FAHP) has been applied widely in risk measurement. In this paper, we have applied FAHP to the risk measurement of an e-commerce business. The results indicate that FAHP can reveal more details of risks. It is also helpful for the e-commerce businesses to improve their risk management process.

scholarly journals Assessment of the Potential of Offshore Wind Energy in Taiwan using Fuzzy Analytic Hierarchy Process

2010 ◽  
Vol 4 (1) ◽  
pp. 96-104 ◽  
Author(s):  
Tsung-Lin Lee
Keyword(s):  
Wind Energy ◽  
Analytic Hierarchy Process ◽  
Fuzzy Ahp ◽  
Offshore Wind ◽  
Fuzzy Analytic Hierarchy Process ◽  
Offshore Wind Energy ◽  
Key Factors ◽  
Analytic Hierarchy ◽  
Hierarchy Process ◽  
Selection Of

In this paper, the application of the Fuzzy Analytic Hierarchy Process (Fuzzy AHP) combined with a set of criteria analysis for the selection of appropriate sites for the development offshore wind energy in Taiwan is presented. The Fuzzy AHP was first conducted to rank the importance and identify the key factors of offshore wind energy successfully. From the numerical results, eight key factors that must be considered in the site selection of offshore wind energy system in Taiwan were obtained by using Fuzzy AHP model. They are: wind power, earthquakes, land use, shore type, typhoon, distance to shoreline, flight safety and water depth. Based on these factors, a set of criteria for the selection of sites for offshore wind farms was also established using five different sites in Taiwan. From the assessment results, it was found that Changhua coastal region is an appropriate site for offshore wind energy in Taiwan.

A Note on the Paper “Fuzzy Analytic Hierarchy Process: Fallacy of the Popular Methods”

2015 ◽  
Vol 23 (06) ◽  
pp. 965-970 ◽  
Author(s):  
Michele Fedrizzi ◽  
Jana Krejčí
Keyword(s):  
Analytic Hierarchy Process ◽  
Operational Research ◽  
Fuzzy Ahp ◽  
Fuzzy Analytic Hierarchy Process ◽  
Analytic Hierarchy ◽  
Hierarchy Process

In the last 30 years, several distinguished researchers have proposed and discussed different fuzzy versions of well-known Saaty's Analytic Hierarchy Process (AHP). The paper recently published by K. Zhü in the European Journal of Operational Research heavily criticizes the fuzzy approaches to AHP, claiming the fallacy of all of them. Therefore, it seems to be necessary to clarify whether the criticisms are well-founded or not. The present paper aims to rebut Zhü's claims by showing that the evidences and the reasonings in his paper are very poor and far from proving the fallacy of fuzzy AHP.

Fuzzy Analytic Hierarchy Process Framework for Quantifying the Flood Resilience of Housing Infrastructure Systems

2021 ◽  
Author(s):  
Mrinal Kanti Sen ◽  
Subhrajit Dutta ◽  
Kabir Golam ◽  
Shamim Ahmed Laskar
Keyword(s):  
Analytic Hierarchy Process ◽  
Natural Hazards ◽  
Fuzzy Ahp ◽  
Fuzzy Analytic Hierarchy Process ◽  
Flood Hazards ◽  
Analytic Hierarchy ◽  
Infrastructure Systems ◽  
Process Framework ◽  
Basic Need ◽  
Hierarchy Process

Housing constitutes a basic need for all living beings. Unfortunately, natural hazards, including floods, pose a severe threat to housing infrastructure systems. In turn, this paper develops a framework to quantify the resilience of housing infrastructure systems against flood hazards. The parameters for this resilience are based on the literature and knowledge from experts. This paper gauges the significance of each resilience parameter is evaluated using the analytic hierarchy process (AHP) and the fuzzy AHP. The evaluated values are then compared to observe the effectiveness of fuzzy AHP over AHP. The evaluated importance of each parameter will help stakeholders focus on the most important parameters and, in turn, boost the flood resilience of infrastructure. This paper then implements the developed framework in a study area to quantify local flood resilience. This resilience value will help stakeholders in the considered area to understand the resilience of local housing infrastructure.

Learning Through Massive Open Online Courses Platforms Based on Fuzzy Analytic Hierarchy Process

2019 ◽  
Vol 10 (3) ◽  
pp. 1-12 ◽  
Author(s):  
Yassine AFA ◽  
Amal BATTOU ◽  
Omar BAZ
Keyword(s):  
Analytic Hierarchy Process ◽  
Teaching Effectiveness ◽  
Online Courses ◽  
Fuzzy Ahp ◽  
Fuzzy Analytic Hierarchy Process ◽  
Online Course ◽  
Massive Open Online ◽  
Analytic Hierarchy ◽  
Massive Open Online Course ◽  
Hierarchy Process

The Massive Open Online Course (MOOC) concept has apprehended the interest of most of the actors in higher education. MOOC platforms are considered a crucial source of information for both learners and professors by offering hundreds of courses around the world. However, this technology has faced many challenges, particularly their low completion rates. The present article proposes the architecture of a framework using a Fuzzy Analytic Hierarchy Process algorithm (Fuzzy-AHP) to determine the triangular weight of the courses from the most widespread MOOCS in the literature. Weights of the courses are calculated by fuzzy numbers in line with the learning profile. The outcome of the proposed framework is to improve teaching effectiveness, facilitate learning among learners, encourage long life learning and maximize motivation as well as reducing the dropout rates.

scholarly journals Sistem Pendukung Pengambilan Keputusan Penentuan Beasiswa Menggunakan Metode Fuzzy - AHP

2016 ◽  
Vol 2 (2) ◽  
pp. 120
Author(s):  
Saifulloh ◽  
Kusrini
Keyword(s):  
Analytic Hierarchy Process ◽  
Fuzzy Ahp ◽  
Fuzzy Analytic Hierarchy Process ◽  
Analytic Hierarchy ◽  
Hierarchy Process

Penerima beasiswa adalah seseorang yang lolos dalam suatu kriteria tertentu. Data-data penerima beasiswa diseleksi untuk menentukan siswa mana yang berhak menerima beasiswa. Masing-masing data siswa dipertimbangkan dengan melihat kriteria tertentu. Masing-masing kriteria memiliki bobot yang berbeda-beda. Berdasarkan bobot dari masing-masing kriteria itu, bisa didapatkan bobot yang dapat diurutkan sesuai prioritas tertentu. Prosedur pengolahan data yang dilakukan secara manual meliputi kegiatan pengumpulan data, pengelompokan, pengurutan, perhitungan dan yang pada akhirnya menyusun dalam sejumlah bentuk laporan. Pada penelitian penerimaan beasiswa ini, sistem pendukung keputusan menggunakan metode fuzzy analytic hierarchy process. Hasil bobot siswa yaitu Budi 0.212, Luthfi 0.18, Sendi A 0.148, Muklis 0.164 dan Indah P 0.138. Data ini merupakan 5 besar siswa yang berhak mendapatkan beasiswa sedangkan untuk Novi dan kawit kurang memenuhi standart persyaratan pendaftaran.Kata Kunci: SPK, Beasiswa, Fuzzy Analytic Hierarchy Process

Sign in / Sign up

Export Citation Format

Share Document