The multi-objective decision making methods based on MULTIMOORA and MOOSRA for the laptop selection problem

Journal of Industrial Engineering International - Tập 13 - Trang 229-237 - 2016
Esra Aytaç Adalı1, Ayşegül Tuş Işık1
1Department of Business Administration, Pamukkale University, Denizli, Turkey

Tóm tắt

A decision making process requires the values of conflicting objectives for alternatives and the selection of the best alternative according to the needs of decision makers. Multi-objective optimization methods may provide solution for this selection. In this paper it is aimed to present the laptop selection problem based on MOORA plus full multiplicative form (MULTIMOORA) and multi-objective optimization on the basis of simple ratio analysis (MOOSRA) which are relatively new multi-objective optimization methods. The novelty of this paper is solving this problem with the MULTIMOORA and MOOSRA methods for the first time.

Tài liệu tham khảo

Achebo J, Odinikuku WE (2015) Optimization of gas metal arc welding process parameters using standard deviation (SDV) and multi-objective optimization on the basis of ratio analysis (MOORA). J Miner Mat Charact Eng 3:298–308 Adhikary P, Kundu S (2014) MCDA or MCDM based selection of transmission line conductor: small hydropower project planning and development. Int J Eng Res Appl 4(2):357–361 Aksoy E, Ömürbek N, Karaatlı M (2015) AHP Temelli MULTIMOORA ve COPRAS yöntemi ile Türkiye Kömür İşletmeleri’nin performans değerlendirmesi. Hacettepe Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi 33(4):1–28 Balezentiene L, Streimikiene D, Balezentis T (2013) Fuzzy decision support methodology for sustainable energy crop selection. Renew Sust Energ Rev 17(1):83–93 Balezentis A, Balezentis T, Brauers WKM (2012) Personnel selection based on computing with words and fuzzy MULTIMOORA. Expert Syst Appl 39:7961–7967 Bhowmik C (2014) Optimization of process parameter using theory of constraints. Int J Basic Appl Sci Res 1(1):7–10 Brauers WKM (2002) The multiplicative representation for multiple objectives optimization with an application for arms procurement. Nav Res Log 49:327–340 Brauers WKM (2012) Project management for a country with multiple objectives. Czech Econ Rev 6:80–101 Brauers WKM (2013) Multi-objective sea port planning by MOORA decision making. Ann Oper Res 206:39–58 Brauers WKM, Zavadskas EK (2006) The MOORA method and its application to privatization in a transition economy. Control Cybern 35(2):445–469 Brauers WKM, Zavadskas EK (2009) Multi objective optimization with discrete alternatives on the basis of ratio analysis. Intellect Econ 2(6):30–41 Brauers WKM, Zavadskas EK (2010) Project management by MULTIMOORA as an instrument for transition economies. Technol Econ Dev Econ Balt J Sustain 16(1):5–24 Brauers WKM, Zavadskas EK (2012) Robustness of MULTIMOORA: a method for multi-objective optimization. Informatica 23(1):1–25 Brauers WKM, Zavadskas EK, Turskis Z, Vilutiene T (2008a) Multi-objective contractor’s ranking by applying the MOORA method. J Bus Econ Manag 9(4):245–255 Brauers WKM, Zavadskas EK, Peldschus F, Turskis Z (2008b) Multi-objective optimization of road design alternatives with an application of the MOORA method. The 25th International Symposium on Automation and Robotics in Construction, 26–29 June, Vilnius, Lithuania Brauers WKM, Balezentis A, Balezentis T (2011) MULTIMOORA for the EU member states updated with fuzzy number theory. Technol Econ Dev Eco 17(2):259–290 Chakraborty S (2011) Application of the MOORA method for decision making in manufacturing environment. Int J Adv Manuf Tech 54(9–12):1155–1166 Deliktaş D, Üstün O (2015) Student selection and assignment methodology based on fuzzy MULTIMOORA and multi choice goal programming. Int Trans Oper Res 00:1–23 Dey B, Bairagi B, Sarkar B, Sanyal S (2012) A MOORA based fuzzy multi-criteria decision making approach for supply chain strategy selection. Int J Ind Eng Comput 3(4):649–662 El-Santawy MF, El-Dean RAZ (2012) Selection of a consulting firm by using SDV-MOORA. Life Sci J 9(1s):171–173 Erpolat S, Cinemre N (2011) Notebook seçiminde hibrit bir yaklaşım: analitik hiyerarşi yöntemine dayalı veri zarflama analizi. İstanbul Üniversitesi İşletme Fakültesi Dergisi 40(2):207–225 Ertuğrul İ, Karakaşoğlu N (2010) Electre ve bulanık AHP yöntemleri ile bir işletme için bilgisayar seçimi. Dokuz Eylül Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi 25(2):23–41 Gadakh VS (2011) Application of MOORA method for parametric optimization of milling process. Int J Appl Eng Res Dindigul 1(4):743–758 Hamdani, Mustofa K (2015) A review: clearing oil palm plantation with multistakeholder model. Int J Comput Appl 115(2):1–10 Jagadish, Ray A (2014) Green cutting fluid selection using MOOSRA method. Int J Res Eng Technol 3(3):559–563 Jaimes AL, Martínez SZ, Coello CAC (2011) An Introduction to multiobjective optimization techniques. In: Gaspar-Cunha A, Covas JA (eds) Optimization in Polymer Processing. NovaScience Publishers, New York, pp 29–57 Karande P, Chakraborty S (2012a) A fuzzy-MOORA approach for ERP system selection. Decis Sci Lett 1(1):11–22 Karande P, Chakraborty S (2012b) Application of multi-objective optimization on the basis of ratio analysis (MOORA) method for materials selection. Mater Des 37:317–324 Kracka M, Brauers WKM, Zavadskas EK (2010) Ranking heating losses in a building by applying the MULTIMOORA. Eng Econ 21(4):352–359 Kumar R, Ray A (2015) Selection of material under conflicting situation using simple ratio optimization technique.In: Das et al. (eds) Proceedings of fourth international conference on soft computing for problem solving, advances in intelligent systems and computing 335: 513–519 Lazauskas M, Kutut V, Zavadskas EK (2015) Multicriteria assessment of unfinished construction projects. Građevinar 67(4):319–328 Madić M, Radovanović M, Petković D (2015) Non-conventional machining processes selection using multi-objective optimization on the basis of ratio analysis method. J Eng Sci Technol 10(11):1441–1452 Mandal UK, Sarkar B (2012) Selection of best Intelligent Manufacturing System (IMS) under fuzzy MOORA conflicting MCDM environment. Int J Emerg Technol Adv Eng 2(9):301–310 Miller DW, Starr MK (1969) Executive Decisions and Operations and Research. 2nd Edition, Prentice- Hall Inc., Englewood Cliffs (N.J.) Miranda Lakshmi T, Prasanna Venkatesan V, Martin A (2015) Identification of a better laptop with conflicting criteria using TOPSIS, I.J. Inf Eng Electron Bus 6:28–36 Özbek A (2015) Akademik birim yöneticilerinin MOORA yöntemiyle seçilmesi: kırıkkale üzerine bir uygulama. Sosyal Bilimler Enstitüsü Dergisi 38:1–18 Özdağoğlu A (2014) Normalizasyon yöntemlerinin çok ölçütlü karar verme sürecine etkisi–MOORA yöntemi incelemesi. Ege Akademik Bakış Dergisi 14(2):283–294 Pekkaya M, Aktogan M (2014) Dizüstü bilgisayar seçimi: DEA, TOPSIS ve VIKOR ile karşılaştırmalı bir analiz. Ekonomik ve Sosyal Araştırmalar Dergisi 10(1):107–125 Saaty TL (1980) The Analytic Hierarchy Process. McGraw-Hill, New York Sarkar A, Panja SC, Das D, Sarkar B (2015) Developing an efficient decision support system for non-traditional machine selection: an application of MOORA and MOOSRA. Prod Manuf Res 3(1):324–342 Seema, Kaur R, Kumar D (2014) Designing a mathematical model using fuzzy based MOORA method for supplier selection. Int J Adv Eng Technol 5(1):16–24 Srichetta P, Thurachon W (2012) Applying fuzzy analytic hierarchy process to evaluate and select product of notebook computers. Int J Model Optim 2(2):168–173 Stanujkic D (2014) An extension of the MOORA method for solving fuzzy decision making problems. Technol Econ Dev Eco 19(1):228–255 Stanujkic D, Magdalinovic N, Jovanovic R, Stojanovic S (2012a) An objective multi-criteria approach to optimization using MOORA method and interval grey numbers. Technol Econ Dev Econ 18(2):331–363 Stanujkic D, Magdalinovic N, Stojanovic S, Jovanovic R (2012b) Extension of ratio system part of MOORA method for solving decision-making problems with interval data. Informatica 23(1):141–154 Stanujkic D, Đorđević B, Đorđević M (2013) Comparative analysis of some prominent MCDM methods: a case of ranking Serbian banks. Serbian J Manag 8(2):213–241 Streimikiene D, Balezentis T (2013) Multi-objective ranking of climate change mitigation policies and measures in Lithuania. Renew Sust Energ Rev 18:144–153 Vatansever K, Kazançoğlu Y (2014) Integrated usage of fuzzy multi criteria decision making techniques for machine selection problems and an application. Int J Bus Soc Sci 5(9):12–24