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.

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.

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.

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

scholarly journals Location Suitability Analysis for Wind Farm Exploitation Using Fuzzy Analytic Hierarchy Process

2021 ◽  
Vol 6 (3) ◽  
pp. 523-534
Author(s):  
Ade Gafar Abdullah ◽  
Almira Hery Setiorini ◽  
Nabila Andara Dwitasari ◽  
Dadang Lukman Hakim ◽  
Muhammad Aziz
Keyword(s):  
Analytic Hierarchy Process ◽  
Wind Farm ◽  
Selection Process ◽  
Fuzzy Ahp ◽  
Fuzzy Analytic Hierarchy Process ◽  
Suitability Analysis ◽  
Residential Areas ◽  
Analytic Hierarchy ◽  
Intelligent Technology ◽  
Hierarchy Process

The development of renewable energy has been constantly conducted as an attempt to increase energy diversification, improve energy sustainability and reduce greenhouse gas emissions, including the wind power plant (WPP). Suitable location selection is urgently necessary to achieve optimized output and high economic values. There are multi-criteria to be considered during the selection process, namely wind velocity, climate condition, road access, environmental impact, land use, land tilt, plain condition, distance to residential areas, etc. This study aimed to develop a software supporting multi-criteria decision-making based on artificial intelligent technology, namely fuzzy analytic hierarchy process (fuzzy-AHP) which was implemented to evaluate the WPP location suitability. The method of fuzzy-AHP is believed to be able to generate prioritized criteria supporting the location of WPP with high accuracy. Based on those criteria, there were two locations identified at Tanah Laut Regency, South Kalimantan, Indonesia, as the most suitable research sites. It is expected that studies employing fuzzy-AHP are to be further developed to determine wider renewable WPP locations.

scholarly journals Decision Modeling for Manufacturing Sustainability with Fuzzy Analytic Hierarchy Process

2017 ◽  
Vol 20 (1) ◽  
pp. 25-41 ◽  
Author(s):  
Lanndon A. Ocampo
Keyword(s):  
Decision Making ◽  
Analytic Hierarchy Process ◽  
Fuzzy Ahp ◽  
Hybrid Approach ◽  
Multiple Criteria Decision Making ◽  
Fuzzy Analytic Hierarchy Process ◽  
Manufacturing Strategy ◽  
Analytic Hierarchy ◽  
Priority List ◽  
Hierarchy Process

This article intends to integrate sustainability and the classical manufacturing strategy (MS) into a coherent hierarchical decision-making framework that identifies the content of a sustainable MS using fuzzy analytic hierarchy process (fuzzy AHP). Instead of using the traditional fundamental scale of the AHP, linguistic variables with equivalent triangular fuzzy numbers (TFNs) are used to elucidate judgement of elements in pairwise comparisons. AHP, as a widely adopted tool in multiple criteria decision making (MCDM) problems, effectively handles the subjectivity and comprehensiveness of decision-making complexity that is structured hierarchically. Domain experts in MS and sustainability were asked to elicit judgement in AHP pairwise comparison approach. Results show the content strategy of the nine decision categories in manufacturing that addresses sustainability and competitiveness. A priority list of decisions is also presented which may guide decision-makers in resource allocation, medium- and long-range planning, and in formulating strategic initiatives. The main contribution of this article is the formulation of a sustainable MS from a hybrid approach that captures uncertainty and subjectivity in decision-making.

scholarly journals Rekomendasi Supplement Learning Resources dalam E-Learning berbasis Fuzzy AHP

2021 ◽  
Vol 7 (2) ◽  
pp. 77-85
Author(s):  
Anastasia L Maukar ◽  
Fitri Marisa ◽  
Ahmad Farhan ◽  
Ibnu Khalim ◽  
Inayati Sa’adah ◽  
...  
Keyword(s):  
Analytic Hierarchy Process ◽  
Fuzzy Ahp ◽  
Fuzzy Analytic Hierarchy Process ◽  
Learning Resources ◽  
Analytic Hierarchy ◽  
E Learning ◽  
Hierarchy Process

Menentukan sumber pembelajaran pendukung yang efektif dalam E-Learning merupakan suatu permasalahan yang kompleks, karena keputusan yang diberikan untuk berbagai kriteria yang ditujukan untuk memberi prioritas kepada alternatif yang digunakan. Pendekatan Fuzzy-Analytic Hierarchy Process (Fuzzy AHP) termasuk salah satu prosedur yang bisa menjadi solusi dari permasalahan ini. Metode ini dapat digunakan untuk menentukan keputusan dalam penaksiran kepada kriteria yang sudah ada sebelumnya. Dari perhitungan pengujian yang dilakukan, YouTube mendapat peringkat tertinggi yang lalu dibawahnya diikuti oleh Google, Brainly, dan yang terakhir Slide Player. Dari perhitungan tersebut, dapat disimpulkan bahwa YouTube bisa dijadikan sebagai sumber pembelajaran pendukung dalam sistem pembelajaran E-Learning.

scholarly journals Model Perangkingan Proyek Kontruksi Pada Asosiasi Kontraktor Menggunakan Fuzzy AHP

2016 ◽  
Vol 2 (1) ◽  
pp. 73-81 ◽  
Author(s):  
Denny Jean Cross Sihombing ◽  
Albertus Joko Santoso ◽  
Sapty Rahayu
Keyword(s):  
Analytic Hierarchy Process ◽  
Decision Analysis ◽  
Fuzzy Ahp ◽  
Fuzzy Analytic Hierarchy Process ◽  
Analytic Hierarchy ◽  
Multi Criteria Decision Analysis ◽  
Hierarchy Process

Pemilihan proyek potensial dari paket lelang konstruksi yang ditawarkan merupakan permasalahan yang kompleks pada asosiasi kontraktor. Paket lelang yang ditawarkan oleh pemerintah melalui Kementerian Pekerjaan Umum (PU) untuk wilayah Sumatera Utara tahun 2013 terdapat 96 paket, tahun 2014 terdapat 69 paket. Dari banyaknya paket yang ditawarkan, masing-masing paket memiliki beberapa kriteria sebagai persyaratan, salah satunya adalah pengalaman perusahaan. Artikel ini fokus pada perangkingan proyek berdasarkan evaluasi proyek yang sudah dikerjakan sebelumnya. Keberhasilan suatu proyek ditentukan oleh beberapa kriteria, maka pendekatan yang digunakan Multi Criteria Decision Analysis (MCDA) dengan metode Fuzzy Analytic Hierarchy Process (FAHP), data diperoleh dari Asosiasi Kontraktor Air Indonesia (AKAINDO) Sumatera Utara. Hasilnya adalah rekomendasi proyek potensial berdasarkan skor tertinggi, yaitu sub-bidang perpipaan.

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