Non-Profit Organization Project Selection Process Using the Hygiene Method of Multi-Criteria Decision Making

Authors

  • A. R. Radhi College of Engineering, Al Musaib University of Babylon, Iraq | College of Engineering, University of Baghdad, Iraq
  • A. M. Burhan Department of Civil Engineering, University of Baghdad, Iraq
Volume: 12 | Issue: 5 | Pages: 9097-9101 | October 2022 | https://doi.org/10.48084/etasr.5175

Abstract

With the fast increase in technological development and society's needs, using Multi-Criteria Decision Making (MCDM) as a solution to tackle problems faced during a project's life cycle in different engineering fields gains interest. The use of artificial intelligence gave new opportunities to deal with problems faced during the optimization of unknown or known solutions and methods. Even more, the application of optimized solutions can be developed or modified by using different optimization approaches and methods. This paper proposes a model for the project selection process for non-profit organizations that have a limited budget and social factors strictly related to the selection process. This method is based on MCDM and takes into consideration criterion weights and experts' evaluation of projects according to the selection criteria using the hygiene method consisting of two stages, fuzzy logic, and TOPSIS.

Keywords:

Multi criteria decision making, TOPSIS, Fuzzy, Project selection, Decision making, Optimization

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References

S. Cristobal and J. Ramon, "Critical Path Definition Using Multicriteria Decision Making: PROMETHEE Method," Journal of Management in Engineering, vol. 29, no. 2, pp. 158–163, Apr. 2013. DOI: https://doi.org/10.1061/(ASCE)ME.1943-5479.0000135

A. Ali-Mohammad, B. Mahdi, and A. Zahra, "The critical path definition with fuzzy multi criteria decision making," in 2010 The 2nd International Conference on Computer and Automation Engineering (ICCAE), Singapore, Oct. 2010, vol. 5, pp. 206–210. DOI: https://doi.org/10.1109/ICCAE.2010.5451469

Y. Chen, G. E. Okudan, and D. R. Riley, "Decision support for construction method selection in concrete buildings: Prefabrication adoption and optimization," Automation in Construction, vol. 19, no. 6, pp. 665–675, Oct. 2010. DOI: https://doi.org/10.1016/j.autcon.2010.02.011

P. O. Akadiri, P. O. Olomolaiye, and E. A. Chinyio, "Multi-criteria evaluation model for the selection of sustainable materials for building projects," Automation in Construction, vol. 30, pp. 113–125, Mar. 2013. DOI: https://doi.org/10.1016/j.autcon.2012.10.004

Y. Tan, L. Shen, C. Langston, and Y. Liu, "Construction project selection using fuzzy TOPSIS approach," Journal of Modelling in Management, vol. 5, no. 3, pp. 302–315, Jan. 2010. DOI: https://doi.org/10.1108/17465661011092669

T. Bakshi and B. Sarkar, "MCA Based Performance Evaluation of Project Selection," International Journal of Software Engineering & Applications, vol. 2, no. 2, pp. 14–22, Apr. 2011. DOI: https://doi.org/10.5121/ijsea.2011.2202

M. Shahpari, F. M. Saradj, M. S. Pishvaee, and S. Piri, "Assessing the productivity of prefabricated and in-situ construction systems using hybrid multi-criteria decision making method," Journal of Building Engineering, vol. 27, Jan. 2020, Art. no. 100979. DOI: https://doi.org/10.1016/j.jobe.2019.100979

F. Zhang, Y. Ju, E. D. R. Santibanez Gonzalez, A. Wang, P. Dong, and M. Giannakis, "Evaluation of construction and demolition waste utilization schemes under uncertain environment: A fuzzy heterogeneous multi-criteria decision-making approach," Journal of Cleaner Production, vol. 313, Sep. 2021, Art. no. 127907. DOI: https://doi.org/10.1016/j.jclepro.2021.127907

R. Alyamani and S. Long, "The Application of Fuzzy Analytic Hierarchy Process in Sustainable Project Selection," Sustainability, vol. 12, no. 20, Jan. 2020, Art. no. 8314. DOI: https://doi.org/10.3390/su12208314

I. Olivková, "Comparison and Evaluation of Fare Collection Technologies in the Public Transport," Procedia Engineering, vol. 178, pp. 515–525, Jan. 2017. DOI: https://doi.org/10.1016/j.proeng.2017.01.099

E. Özcan, M. Hamurcu, H. Alakaş, and T. Eren, "Project Selection by Using Constraint Programming," Journal of Trends in the Development of Machinery and Associated Technology, vol. 21, no. 1, pp. 89–92, Oct. 2018.

G. Yannis, A. Kopsacheili, A. Dragomanovits, and V. Petraki, "State-of-the-art review on multi-criteria decision-making in the transport sector," Journal of Traffic and Transportation Engineering (English Edition), vol. 7, no. 4, pp. 413–431, Aug. 2020. DOI: https://doi.org/10.1016/j.jtte.2020.05.005

M. Hajihassani, D. Jahed Armaghani, and R. Kalatehjari, "Applications of Particle Swarm Optimization in Geotechnical Engineering: A Comprehensive Review," Geotechnical and Geological Engineering, vol. 36, no. 2, pp. 705–722, Apr. 2018. DOI: https://doi.org/10.1007/s10706-017-0356-z

A. R. Kashani, R. Chiong, S. Mirjalili, and A. H. Gandomi, "Particle Swarm Optimization Variants for Solving Geotechnical Problems: Review and Comparative Analysis," Archives of Computational Methods in Engineering, vol. 28, no. 3, pp. 1871–1927, May 2021. DOI: https://doi.org/10.1007/s11831-020-09442-0

D. Mazzeo, C. Baglivo, N. Matera, P. M. Congedo, and G. Oliveti, "A novel energy-economic-environmental multi-criteria decision-making in the optimization of a hybrid renewable system," Sustainable Cities and Society, vol. 52, Jan. 2020, Art. no. 101780. DOI: https://doi.org/10.1016/j.scs.2019.101780

P. Benítez, E. Rocha, H. Varum, and F. Rodrigues, "A dynamic multi-criteria decision-making model for the maintenance planning of reinforced concrete structures," Journal of Building Engineering, vol. 27, Jan. 2020, Art. no. 100971. DOI: https://doi.org/10.1016/j.jobe.2019.100971

D. Sabaei, J. Erkoyuncu, and R. Roy, "A Review of Multi-criteria Decision Making Methods for Enhanced Maintenance Delivery," Procedia CIRP, vol. 37, pp. 30–35, Jan. 2015. DOI: https://doi.org/10.1016/j.procir.2015.08.086

E. K. Zavadskas and E. R. Vaidogas, "Multiattribute Selection from Alternative Designs of Infrastructure Components for Accidental Situations," Computer-Aided Civil and Infrastructure Engineering, vol. 24, no. 5, pp. 346–358, 2009. DOI: https://doi.org/10.1111/j.1467-8667.2009.00593.x

R. Madlener, K. Kowalski, and S. Stagl, "New ways for the integrated appraisal of national energy scenarios: The case of renewable energy use in Austria," Energy Policy, vol. 35, no. 12, pp. 6060–6074, Dec. 2007. DOI: https://doi.org/10.1016/j.enpol.2007.08.015

V. Dixit and M. K. Tiwari, "Project portfolio selection and scheduling optimization based on risk measure: a conditional value at risk approach," Annals of Operations Research, vol. 285, no. 1, pp. 9–33, Feb. 2020. DOI: https://doi.org/10.1007/s10479-019-03214-1

C. Yi, "A Decision-Making Approach for R&D Project Selection in a Fuzzy Environment," in 2008 International Seminar on Business and Information Management, Wuhan, China, Sep. 2008, vol. 1, pp. 372–375.

N. N. Abbas and A. M. Burhan, "Investigating the Causes of Poor Cost Control in Iraqi Construction Projects," Engineering, Technology & Applied Science Research, vol. 12, no. 1, pp. 8075–8079, Feb. 2022. DOI: https://doi.org/10.48084/etasr.4661

A. R. Radhi and B. A. Hamza, "Engineer’s decision effect on delayed governmental construction project with budget abundance (case study)," International Journal of Civil Engineering and Technology, vol. 9, no. 6, pp. 1166–1175, Jun. 2018.

G. A. Fadhil and A. M. Burhan, "Developing Crisis Management System for Construction Projects in Iraq," Journal of Engineering, vol. 28, no. 1, pp. 33–51, Jan. 2022. DOI: https://doi.org/10.31026/j.eng.2022.01.03

H. T. Almusawi and A. M. Burhan, "Developing a Model to Estimate the Productivity of Ready Mixed Concrete Batch Plant," Journal of Engineering, vol. 26, no. 10, pp. 80–93, Oct. 2020. DOI: https://doi.org/10.31026/j.eng.2020.10.06

N. U. I. Soomro, A. H. Memon, N. A. Memon, and K. R. Memon, "Contractor’s Selection Criteria in Construction Works in Pakistan," Engineering, Technology & Applied Science Research, vol. 10, no. 2, pp. 5520–5523, Apr. 2020. DOI: https://doi.org/10.48084/etasr.3334

A. Daghouri, K. Mansouri, and M. Qbadou, "Enhanced Model For Evaluating Information System Success: Determining Critical Criteria," Engineering, Technology & Applied Science Research, vol. 8, no. 4, pp. 3194–3198, Aug. 2018. DOI: https://doi.org/10.48084/etasr.2148

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How to Cite

[1]
Radhi, A.R. and Burhan, A.M. 2022. Non-Profit Organization Project Selection Process Using the Hygiene Method of Multi-Criteria Decision Making. Engineering, Technology & Applied Science Research. 12, 5 (Oct. 2022), 9097–9101. DOI:https://doi.org/10.48084/etasr.5175.

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