Introducing the λ-Scale DEMATEL method: Developing the classical DEMATEL technique

DEMATEL method is a methodology to deal with complex systems. Its core process is to visualize structurally the graphical interrelation among some critical factors known as the most important factors affecting on the performance or the decision making issues. The initial direct influence matrix in DEMATEL methodology would be assessed by the integer scale of 0,1,2,3,4 for "no influence" , "low influence", "medium influence", "high influence" and "very high influence" respectively. Linguistically this scale is not symmetric because of that there has been no value considered for the term of " very low influence". Additionally there is a challenge for the infinity test of the normalized matrix in DEMATEL procedure. In this research, it would be intended to redefine the input scale of DEMATEL and propose a modificationto redesign the DEMATEL method. Eventually, a threshold value formula has been presented for filtering out the final total influence matrix.

Introducing the λ-Scale DEMATEL method: Developing the classical DEMATEL technique

DEMATEL method is a methodology to deal with complex systems. Its core process is to visualize structurally the graphical interrelation among some critical factors known as the most important factors affecting on the performance or the decision making issues. The initial direct influence matrix in DEMATEL methodology would be assessed by the integer scale of 0,1,2,3,4 for "no influence" , "low influence", "medium influence", "high influence" and "very high influence" respectively. Linguistically this scale is not symmetric because of that there has been no value considered for the term of " very low influence". Additionally there is a challenge for the infinity test of the normalized matrix in DEMATEL procedure. In this research, it would be intended to redefine the input scale of DEMATEL and propose a modificationto redesign the DEMATEL method. Eventually, a threshold value formula has been presented for filtering out the final total influence matrix.

___

  • [1] Fontela, E., &Gabus, A. The DEMATEL observer, DEMATEL 1976 report. Switzerland Geneva: Battelle Geneva Research Center,(1976).
  • [2] C.-Y. Huang, J. Z. Shyu, and G.-H. Tzeng. Reconfiguring the innovation policy portfolios for Taiwan's SIP mall industry, Technovation, vol. 27, no. 12, pp. 744–765,(2007).
  • [3] Wang Z, Mathiyazhagan K, Xu L, Diabat A. A decision making trial and evaluation laboratory approach to analyze the barriers to Green Supply Chain Management adoption in a food packaging company. J Clean Prod 117:19–28,(2016).
  • [4] Asad MM, Mohajerani N, NoursereshM.Prioritizing factors affecting customer satisfaction in the internet banking system based on cause and effect relationships. Proc Econ Finance 36:210–219, (2016).
  • [5] Pan JN, NgnyenHTN.Achieving customer satisfaction through product–service systems. Eur J Oper Res 247:179–190,(2015).
  • [6] Sheng-Li Si, Xiao-Yue You, Hu-Chen Liu , and Ping Zhang. DEMATEL Technique: A Systematic Review of the State-of-the-Art Literature on Methodologies and Applications. Mathematical Problems in Engineering Volume 2018, Article ID 3696457, 33 pages https://doi.org/10.1155/2018/3696457,(2018).
  • [7] Hsuan-Shih Lee, Gwo-HshiungTzeng, WeichungYeih, Yu-Jie Wang, Shing-Chih Yang. Revised DEMATEL: Resolving the Infeasibility of DEMATEL. Applied Mathematical Modelling Volume 37 .pp 6746– 6757,(2013).
  • [8] G. H. Tzeng, C. H. Chiang, and C. W. Li, “Evaluating intertwined effects in e-learning programs: a novel hybrid MCDM model based on factor analysis and DEMATEL,”Expert Systems with Applications, vol. 32, no. 4, pp. 1028–1044, (2007).
  • [9] C. Lin and G. Tzeng, “A value-created system of science (technology) park by using DEMATEL,”Expert Systems withApplications, vol. 36, no. 6, pp. 9683–9697, (2009).
  • [10] P. T.-W. Lee and C.-W. Lin, “The cognition map of financial ratios of shipping companies using DEMATEL and MMDE,”Maritime Policy&Management, vol. 40, no. 2, pp. 133–145, (2013).
  • [11] J. Sara, R. M. Stikkelman, and P. M. Herder, “Assessing relative importance and mutual influence of barriers for CCS deployment of the ROAD project using AHP and DEMATEL methods,”International Journal of Greenhouse Gas Control, vol. 41, pp. 336–357, (2015).
  • [12] Lenth RV. Quick and easy analysis of unreplicated factorials. Technometrics 31:469–473,(1989).
  • [13]J.I. Shieh, H.H. Wu, K.K. Huang, A DEMATEL method in identifying key success factors of hospital service, Knowl.-Based Syst. 23 (3) 277–282,(2010).
  • [14] J.K. Chen, I.S. Chen, Using a novel conjunctive MCDM approach based on DEMATEL, fuzzy ANP, TOPSIS as an innovation support system for Taiwanese higher education, Expert Sys. Appl. 37 1981– 1990,(2010).
Politeknik Dergisi-Cover
  • ISSN: 1302-0900
  • Yayın Aralığı: 6
  • Başlangıç: 1998
  • Yayıncı: GAZİ ÜNİVERSİTESİ
Sayıdaki Diğer Makaleler

Özellikle nükleer reaktörler için yüksek sıcaklık uygulamalarına aday Ni bazlı alaşımların, Inconel-617 ve Incoloy-800HT, radyasyon zırhlama potansiyellerinin EpiXS ve Phy-X/PSD kodları ile değerlendirilmesi

Zeynep AYGUN, Murat AYGÜN

Toz Metalurjisi Yöntemi ile Üretilen Fe Esaslı Kompozit Malzemelerde Vakum Sementasyon İşleminin Sinterlenebilirlik ve Mekanik Özelliklere Etkisinin İncelenmesi

Özer PAMUK, Ümit DEMİR, Sinan AKSÖZ

Kondenser Türü ve Soğutucu Akışkan Türünün İki Kademeli Buhar Sıkıştırmalı Bir Soğutma Sistemine Etkisinin Deneysel İncelemesi

Mutlu Tarık ÇAKIR, İsmail TUNÇİL

Bulanık Ters Model Kullanılarak Doğru Akım Motor Sürücüsü için Referans Model Temelli Uyarlanabilir Bulanık Denetleyici

Mehmet BULUT

Elektrikli Bir Taşıtın Tek Vitesli Transmisyonunun Tasarımı ve Optimizasyonu

Regaip MENKÜÇ, Tolga TOPGÜL

Betonarme Binaların Yapım Maliyeti ve Deprem Davranışında Döşeme Tipinin Etkisi

Gökhan TUNÇ, Abdul Basir AZİZİ, Tuğrul TANFENER

NiTi Esaslı Saclara Uygulanan Farklı Çözündürme ve Yaşlandırma Isıl İşlemlerinin Metalografik ve Mekanik Özelliklere Etkileri

Sinan AKSÖZ, Rıdvan ARSLAN, Nimet KARDEŞ SEVER, Bülent BOSTAN

Modelling and Analysis of Future Energy Scenarios on the Sustainability Axis

Kurtuluş DEĞER, Musa Galip ÖZKAYA, Fatih Emre BORAN

Kapalı Sistemlerde Temel Kanunlar Kullanılarak Hasar Tespit Metoduna Dayalı İvmeölçer Kütle Çalışması

Tarık TUFAN, Hasan KÖTEN

Piezo Aktüator ile Tahrik Edilen Yüzer Mini Robot Tasarımı

Nida Nur KARAGÖZ, Sinan ATICI, Berk Faruk YAMAN, Bünyamin TOPACIK, Selçuk KİZİR