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On A Hybrid Approach for Treating Multi-Criteria Decision Making Problems

by Mohamed Sayed Ali Osman, Gamal Eldin Abd El_Hakim M., H. A. Khalifa
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 145 - Number 15
Year of Publication: 2016
Authors: Mohamed Sayed Ali Osman, Gamal Eldin Abd El_Hakim M., H. A. Khalifa
10.5120/ijca2016910684

Mohamed Sayed Ali Osman, Gamal Eldin Abd El_Hakim M., H. A. Khalifa . On A Hybrid Approach for Treating Multi-Criteria Decision Making Problems. International Journal of Computer Applications. 145, 15 ( Jul 2016), 49-57. DOI=10.5120/ijca2016910684

@article{ 10.5120/ijca2016910684,
author = { Mohamed Sayed Ali Osman, Gamal Eldin Abd El_Hakim M., H. A. Khalifa },
title = { On A Hybrid Approach for Treating Multi-Criteria Decision Making Problems },
journal = { International Journal of Computer Applications },
issue_date = { Jul 2016 },
volume = { 145 },
number = { 15 },
month = { Jul },
year = { 2016 },
issn = { 0975-8887 },
pages = { 49-57 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume145/number15/25494-2016910684/ },
doi = { 10.5120/ijca2016910684 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T23:48:59.839372+05:30
%A Mohamed Sayed Ali Osman
%A Gamal Eldin Abd El_Hakim M.
%A H. A. Khalifa
%T On A Hybrid Approach for Treating Multi-Criteria Decision Making Problems
%J International Journal of Computer Applications
%@ 0975-8887
%V 145
%N 15
%P 49-57
%D 2016
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Multi-Criteria Decision-Making (MCDM) is one of the most widely used decision methodologies in the sciences, business, and engineering worlds. MCDM refers to screening, prioritizing, ranking or selecting the alternatives based on human judgment from among a finite set of alternatives in terms of multiple usually conflicting criteria. In this paper, we develop a new methodology for solving multi- Criteria decision-making problems. The hybrid between three methods are used, these methods are: Simple Multi-Attribute Rating Technique (SMART), ELimination Et Choix Traduisant la Realité (ELECTRE) and The Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS). The SMART method is applied to determinate the weights for each of the criteria to reflect its relative importance. Here, the ELECTRE method which based on the concept of an outranking relationship is used. Also, the TOPSIS method to rank all of the alternatives and to determine the best alternative is used. Finally, an illustrative numerical example is given to evaluate performance of the new developed methodology, where program system MATLAB is being used to obtain the results.

References
  1. Afshari A., Mojahed M. and Yusuff R. M., "Simple Additive Weighting approach to Personnel Selection problem", International Journal of Innovation, Management and Technology, Vol. 1, No. 5, (2010).
  2. Ehsan Pourjavad and Hadi Shirouyehzad ," A MCDM Approach for Prioritizing Production Lines: A Case Study", International Journal of Business and Management , Vol. 6, No. 10, (2011) , p221 -229.
  3. Janos Fulop," Introduction to Decision Making Methods ", Laboratory of Operations Research and Decision Systems, Computer and Automation Institute, Hungarian Academy of Sciences (2006).
  4. MILANI A. S., SHANIAN A., AND EL-LAHHAM C., "Using Different Electre Methods In Strategic Planning In The Presence Of Human Behavioral Resistance", Volume 2006, Article ID 10936,(2006) , Pages 1–19.
  5. Mohammed M. Alkhawlani ,"Application of SMART, TOPSIS, and VIKOR Systems in Joint Admission Control", Volume-4 Issue-3, (2015).
  6. Mojahed M. , Marjani M. E. , Afshari A. , Marjani S. ,"USING ELECTRE-AHP AS A MIXED METHOD FOR PERSONNEL SELECTION", (2013)
  7. Opricovic S., Tzeng Gwo-H. ," Compromise solution by MCDM methods: A comparative analysis of VIKOR and TOPSIS",European Journal of Operational Research 156 , (2004), pp 445–455.
  8. Pang J., Zhang G. and Chen G. "ELECTRE I Decision Model Of Reliability Design Scheme For Computer Numerical Control Machine", VOL. 6, NO. 5, (2011).
  9. Papadopoulos A. M. (Part I), Konidari P. (Part II)," Overvie and selection of multi- criteria evaluation methods for mitigation/ adaptation policy nstruments", Greece, (2011).
  10. Poyhonen M., Raimo P. Hamalainen,"On the convergence of multiattribute weighting methods,(2001), pp.569-585.
  11. Thor J. , Siew-Hong Ding , Kamaruddin S. " Comparison of Multi Criteria Decision Making Methods From The Maintenance Alternative Selection Perspective ", The International Journal Of Engineering And Science (IJES) Volume 2 (2013) , pp 27-34.
  12. Triantaphyllou E., Shu B., Sanchez S. Nieto, and Ray T.," Multi-Criteria Decision Making: An Operations Research Approach", Vol. 15, (1998) , pp. 175-186.
  13. Wang X. "Study Of Ranking Irregularities When Evaluating Alternatives By Using Some Electre Methods And A Proposed New MCDM Method Based On Regret And Rejoicing", A Thesis Master of Science in Industrial Engineering (2007).
  14. Xiaoqian Sun," Multiple Criteria Decision Analysis Techniques in Aircraft Design and Evaluation Processes", PhD, (2012).
Index Terms

Computer Science
Information Sciences

Keywords

MCDM SMART ELECTRE TOPSIS

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