Use of the fuzzy AHP - MABAC hybrid model in ranking potential locations for preparing laying-up positions

  • Darko I. Božanić University of defence in Belgrade, Military academy
  • Dragan S. Pamučar University of defence in Belgrade, Military academy
  • Samed M. Karović University of defence in Belgrade, Military academy
Keywords: Location selection, Fuzzy AHP, MABAC,

Abstract


The paper proposes a hybrid model, FAHP-MABAC. The fuzzyficated Saaty's scale with the AHP method (FAHP) is used for defining the weight coefficients of criteria. The MABAC method is applied in evaluating and ranking the alternatives. This hybrid model is developed in order to support decision making while selecting locations for the preparation of laying-up positions (facilities intended for concealment, protection and maneuvering of military ships).

 

References

Beikkhakhian, Y., Javanmardi, M., Karbasian, M., & Khayambashi, B. 2015. The application of ISM model in evaluating agile suppliers selection criteria and ranking suppliers using fuzzy TOPSIS-AHP methods. Expert Systems with Application, 42, str.6224-6236.

Božanić, D., Milojević, D., & Milićević, J. 2015a. Izbor lokacija za izradu maskirnih vezova primenom metode VIKOR. U: DQM međunarodna konferencija Upravljanje kvalitetom i pouzdanošću, Prijevor. , str.694-699.

Božanić, D., & Pamučar, D. 2010. Vrednovanje lokacija za uspostavljanje mosnog mesta prelaska preko vodenih prepreka primenom fuzzy logike. Vojnotehnički glasnik/Military Technical Courier, 58(1), str.129-145.

Božanić, D., Karović, S., & Pamučar, D. 2015b. Fazifikacija Saaty-jeve skale primenom trouglastog fuzzy broja sa promenljivim intervalom poverenja. U: 42. Simpozijum o operacionim istraživanjima (SYM-OP-IS), Srebrno jezero, str.420-424.

Božanić, D., & Pamučar, D. Modifikacija Saaty-jeve skale primenom fuzzy broja sa promenljivim intervalom poverenja: Primer procene opasnosti od poplava, Analitički hijerarhijski proces - Teorijske osnove i primena u energetici, zaštiti radne i životne sredine i obrazovanju. U Tematski zbornik (rad prihvaćen za objavljivanje).

Božanić, D., Pamučar, D., & Bojanić, D. 2015c. Modification of the analytic hierarchy process (AHP) method using Fuzzy logic: Fuzzy AHP approach as a support to the decision making process concerning engagement of the Group for additional hindering. Serbian Journal of Management, 10(2), str.151-171.

Božanić, D., Pamučar, D., & Đorović, B. 2013. Modifikacija metode analitičkog hijerarhijskog procesa i njena primena u donošenju odluka u sistemu odbrane. Tehnika, 68(2), str.327-334.

Camparo, J. 2013. A geometrical approach to the ordinal data of Likert scaling and attitude measurements: The density matrix in psychology. Journal of Mathematical Psychology, 57, str.29-42.

Čupić, M., & Suknović, M. 2010. Odlučivanje.Beograd: Fakultet organizacionih nauka.

Das, M.C., Sarkar, B., & Ray, S. 2012. A framework to measure relative performance of Indian technical institutions using integrated fuzzy AHP and COPRAS methodology. Socio-Economic Planning Sciences, 46, str.230-241.

Devetak, S., & Terzić, M. 2011. Primena metode analitičkih hijerarhijskih procesa u izboru optimalnog taktičkog radio sistema. Vojnotehnički glasnik/Military Technical Courier, 59(1), str.161-176.

Ertuğrul, I., & Karakaşoğlu, N. 2009. Performance evaluation of Turkish cement firms with fuzzy analytic hierarchy process and TOPSIS methods. Expert Systems with Application, 36, str.702-716.

Gajović, V., & Radivojević, G. 2014. Menadžment rizicima u osiguranju primenom AHP metode. Tehnika, 69(4), str.687-693.

Gardašević-Filipović, M., & Šaletić, D. 2010. Multicriteria optimization in a fuzzy environment: The fuzzy Analytic hierarchy process. Yugoslav Journal of Operations Research, 20(1), str.71-85.

Herrera, F., & Martínez, L. 2000. An Approach for Combining Numerical and Linguistic Information based on the 2-tuple fuzzy linguistic representation model in Decision Making. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 8, str.539-562.

Inđić, D., Luković, Z., & Mučibabić, S. 2014. Model angažovanja jedinica ABH službe prilikom hemijskog udesa. Vojnotehnički glasnik/Military Technical Courier, 62(1), str.23-41.

Janacković, G.L., Savić, S.M., & Stanković, M.S. 2013. Selection and ranking of occupational safety indicators based on fuzzy AHP: A case study in road construction companies. South African Journal of Industrial Engineering, 24(3), str.175-189.

Janjić, A., Stanković, M., & Velimirović, L. 2014. Smart Grid Strategy Assessment Using the Fuzzy AHP.. U: 6th ICT Conference, Niš. , str.13-18

Karović, S., & Pušara, M. 2010. Kriterijumi za angažovanje snaga u oeracijama. Novi glasnik, 3-4, str.37-58.

Kazan, H., Ozçelik, S., & Hobikoğlu, E.H. 2015. Election of Deputy Candidates for Nomination with AHP-Promethee Methods. Procedia - Social and Behavioral Sciences, 195, str.603-613.

Knežević, N., Macura, D., & Bojović, N. 2015. Primena A'WOT metode za izbor scenarija razvoja poštanskih usluga u Republici Srbiji. Tehnika, 70(1), str.158-163.

Lootsma, F.A. 1988. Numerical scaling of human judgment in pairwise-comparison methods for fuzzy multi-criteria decision analysis, Mathematical Models for Decision Support. U NATO ASI Series F, Computer and System Sciences.Berlin, Germany: Springer-Verlag., str.57-88.

Meszaros, C., & Rapcsak, T. 1996. On sensitivity analysis for a class of decision systems. Decision Support Systems, 16, str.231-240.

Milosavljević, M. 1985. Maskiranje i zamračivanje kao uslov za zaštitu i spasavanje. U Civilna zaštita.Zagreb: Privredni vjesnik., str.129-131.

Milićević, M. 2014. Ekspertsko ocenjivanje.Beograd: Medija centar "Odbrana".

Milovanović, D. 1971. Privremena pristaništa, maskirni vezovi i navozi.Split: Vojna štamparija.

Nikolić, I., & Borović, S. 1996. Višekriterijumska optimizacija.Beograd: Centar vojnih škola VJ.

Pamučar, D., Božanić, D., & Milić, A.. 2016. Selection of a course of action by Obstacle Employment Group based on a fuzzy logic system. Yugoslav journal of operations research, 26(1), str. 75-90.

Pamučar, D., & Ćirović, G. 2015. The selection of transport and handling resources in logistics centers using Multi-Attributive Border Approximation area Comparison. Expert Systems with Applications, 42(6), str. 3016-3028.

Pamučar, D., Božanić, D., Đorović, B., & Milić, A. 2011a. Modelling of the fuzzy logical system for offering support in making decisions within the engineering units of the Serbian army. International journal of the physical sciences, 6(3), str.592-609.

Pamučar, D., Ćirović, G., & Sekulović, D. 2015. Development of an integrated transport system in distribution centres: A FA'WOT analysis. Tehnički vjesnik, 22(3), str.649-658.

Pamučar, D., Ćirović, G., Sekulović, D., & Ilić, A. 2011b. A new fuzzy mathematical model for multi criteria decision making: An application of fuzzy mathematical model in a SWOT analysis. Scientific Research and Essays, 6(25), str.5374-5386.

Rezaei, J., Fahim, P.B.M., & Tavasszy, L. 2014. Supplier selection in the airline retail industry using a funnel methodology: Conjunctive screening method and fuzzy AHP.Expert System with Applications, 41(18), str.8165-8179.

Rkman, I. 1984. Maskiranje.Beograd: Vojnoizdavački zavod.

Saaty, T.L. 1980. The analytic hierarchy process.New York: McGraw-Hill..

Sara, J., Stikkelman, R.M., & Harder, P.M. 2015. Assessing relative importance and mutual influence of barriers for CCSdeployment of the ROAD project using AHP and DEMATEL methods. International Journal of Greenhouse Gas Control, 41, str.336-357.

Seiford, L.M. 1996. Data envelopment analysis: The evolution of the state of the art (1978?1995). Journal of Productivity Analysis, 7(2-3), str.99-137. 7(2-3): 99-137. doi:10.1007/BF00157037

Srdjevic, B., & Medeiros, Y.D.P.2008. Fuzzy AHP Assessment of Water Management Plans. Water Resources Management, 22(7), str.877-894. 22(7): 877-894. doi:10.1007/s11269-007-9197-5

Srđević, B., & Srđević, Z. 2004. Vrednovanje kriterijuma i strategija korišćenja regionalnog hidrosistema "nadela" pomoću analitičkog hijerarhijskog procesa. Studija rađena za J.V.P “Vode Vojvodine”, Novi Sad.

Vojni leksikon 1981. Beograd: Vojnoizdavački zavod.

Zadeh, L.A. 1972. A Rationale for Fuzzy Control. Journal of Dynamic Systems, Measurement and Control, (G), 94, str.3-4.

Zadeh, L.A. 1973. Outline of a new approach to the analysis of complex systems and decision processes. IEEE Transactions on systems, Man and Cybernetics, SMC, 3(1), str.28-44.

Zadeh, L. 1965. Fuzzy sets. Information and control, 8, str.338-353.

Zhu, G., Hu, J., Qi, J., Gu, C., & Peng, Y. 2015. An integrated AHP and VIKOR for design concept evaluation based on rough number. Advanced Engineering Informatics, 29, str.408-418.

Zhu, K.J., Jing, Y., & Chang, D.Y. 1999. A discussion on extent analysis method and applications on fuzzy AHP.European Journal of Operational Research, 116(18), str.450-456.

Zoranović, T., & Srđević, B. 2003. Primer primene AHP u grupnom odlučivanju u poljoprivredi. . U: 30. Simpozijum o operacionim istraživanjima (SYM-OP-IS), Herceg Novi. , str.723-726

Published
2016/06/07
Section
Original Scientific Papers