Araştırma Makalesi
BibTex RIS Kaynak Göster

Yıl 2025, Cilt: 21 Sayı: 2, 28 - 34, 27.06.2025
https://doi.org/10.18466/cbayarfbe.1513901

Öz

Kaynakça

  • [1]. Bayraktar, E., & Efe, M. (2006). Kurumsal kaynak planlaması (ERP) ve yazılım seçim süreci. Selçuk Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, 15, 689709.
  • [2]. Vatansever, K., & Uluköy, M. (2013). Kurumsal kaynak planlaması sistemlerinin bulanık AHP ve bulanık MOORA yöntemleriyle seçimi: Üretim sektöründe bir uygulama. Manisa Celal Bayar Üniversitesi Sosyal Bilimler Dergisi, 11(2), 274293.
  • [3]. Chen, S. X., Wang, J. Q., & Wang, T. L. (2019). Cloudbased ERP system selection based on extended probabilistic linguistic MULTIMOORA method and Choquet integral operator. Computational and Applied Mathematics, 38(2), 132.
  • [4]. Rouyendegh, B. D., & Erkan, T. E. (2011). ERP system selection by AHP method: Case study from Turkey. International Journal of Business and Management Studies, 3(1), 3948.
  • [5]. Boroushaki, S. (2017). EntropyBased Weights for MultiCriteria Spatial Decision-making. PCG, 9(9), 20212041. doi:10.1353/PCG.2017.0009
  • [6]. Yang, G., Ren, M., & Hao, X. (2023). Multicriteria decision-making problem based on the novel probabilistic hesitant fuzzy Entropy and TODIM method. Arabian Journal for Science and Engineering, 48(4), 14571471. doi:10.1016/j.aej.2023.01.014
  • [7]. Zhiyuan, L. (2012). Entropy Method in Evaluation System Based on Multiple Attributive Decision Theory.
  • [8]. Rao, C., Peng, J., & Zhang, Z. (2008). Method of hybrid multiattribute decision making based on relative Entropy weight and projection algorithm. Proceedings of the World Congress on Intelligent Control and Automation (WCICA), 4594089. doi:10.1109/WCICA.2008.4594089
  • [9]. Wang, L., & Chen, Y. (2012). Diversity Based on Entropy: A Novel Evaluation Criterion in Multiobjective Optimization Algorithm. International Journal of Information and Software Technology, 4(10), 122128. doi:10.5815/IJISA.2012.10.12
  • [10]. Xiao, Y., & Fu, S. (2017). Multiattribute Decision-making Method with Interval Grey Number Based on Information Entropy. Journal of Grey System, 20(1), 7785.
  • [11]. Garg, H., Agarwal, N., & Choubey, A. (2015). Entropy Based Multicriteria Decision Making Method under Fuzzy Environment and Unknown Attribute Weights. Journal of Physical Mathematics, 6(2), 130139. doi:10.4172/22298711.1000182
  • [12]. Suri, G., Svitenko, H., Guleria, A., Gandotra, N., Saini, N., & Sałabun, W. (2023). Biparametric Q Rung Orthopair Fuzzy Entropy Measure for Multi Criteria Decision Making Problem. Information, 14(6), 304. doi:10.3390/info14060304
  • [13]. Hua, L. (2012). Application of Entropy method for decision making of value investment.
  • [14]. Rani, P., & Jain, D. (2016). Intuitionistic Fuzzy PROMETHEE Technique for Multicriteria Decision Making Problems Based on Entropy Measure. Advances in Fuzzy Systems, 10(4), 335349. doi:10.1007/9789811054273_31
  • [15]. LiYi, M., Xue, W., & Jian, G. (2010). Entropy method for decision-making of fuzzy information. IEEE International Conference on System Science and Engineering, 1(1), 100105. doi:10.1109/ICSESS.2010.5552329
  • [16]. Abbas, A. (2006). Entropy methods for joint distributions in decision analysis. IEEE Transactions on Engineering Management, 53(1), 146159. doi:10.1109/TEM.2005.861803
  • [17]. Grendár, M. (2006). Empirical Maximum Entropy Methods. Journal of Computational Physics, 85(2), 185193. doi:10.1063/1.2423302
  • [18]. Sogawa, N., Araki, M., & Sato, K. (1986). A Study On Multivariate Maximum Entropy Distribution And Its Basic Characteristics. Journal of the Japan Society of Civil Engineers, 375, 8999. doi:10.2208/JSCEJ.1986.375_89
  • [19]. Brauers, W. (2018). Location Theory and MultiCriteria Decision Making: An Application of the Moora Method. Central European Journal of Operations Research, 26(3), 789803. doi:10.5709/CE.18979254.275
  • [20]. Kundakçı, N. (2016). Combined MultiCriteria Decision Making Approach Based on MACBETH and MULTIMOORA Methods. Advances in Economics and Business, 4(1), 1825. doi:10.17093/AJ.2016.4.1.5000178402
  • [21]. Anantama, R., & Hidayat, R. (2023). Comparison of Deep Learning and MOORA Performance Methods in Multi Criteria Decision Making with Case Studies Best public health center. Technium, 17, 10093. doi:10.47577/technium.v17i.10093
  • [22]. Sarkar, B., & Biswas, A. (2021). A multicriteria decision making approach for strategy formulation using Pythagorean fuzzy logic. Expert Systems with Applications, 172, 114553. doi:10.1111/exsy.12802
  • [23]. Lestari, Y. D., Budiman, A., Irwan, D., & Hanafiah, A. (2022). Implementation of MultiObjective Optimization on The Basis of Ratio Analysis (MOORA) Method in Determining The Best Employees. International Journal of Information and Communication Sciences, 6(3), 5606. doi:10.30865/ijics.v6i3.5606
  • [24]. Ulfah, A., & Hasugian, A. H. (2023). Decision Support System for Selection of Healthy Toddler using MOORA Method. Sinkron: Journal of Technology Research and Development, 8(3), 455462. doi:10.33395/sinkron.v8i3.12695
  • [25]. Liang, D., Darko, A. P., & Zeng, J. (2019). Intervalvalued pythagorean fuzzy power averagebased MULTIMOORA method for multicriteria decision-making. Artificial Intelligence Review, 52(3), 219236. doi:10.1080/0952813x.2019.1694589
  • [26]. Perbawa, D. S. (2024). Sistem Rekomendasi Penerima Bantuan Program Indonesia Pintar Menggunakan Multi Criteria Decision Making. FIFO Journal of Economics and Finance, 15(2), 3550. doi:10.22441/fifo.2023.v15i2.003
  • [27]. Trung, D. (2021). A combination method for multi-criteria decision making problem in turning process. Manufacturing review, 8, 26.
  • [28]. Krishna, M., Kumar, S. D., Ezilarasan, C., Sudarsan, P. V., Anandan, V., Palani, S., & Jayaseelan, V. (2022). Application of MOORA & COPRAS integrated with Entropy method for multicriteria decision making in dry turning process of Nimonic C263. Mechanical Engineering Review, 2022014. doi:10.1051/mfreview/2022014
  • [29]. Ekmis, M. A., Solmaz, M., Kiziltan, A., & Asil, M. (2022). Multi Criteria Decision Making with Marketplace Products Dynamics for Marketplace Product Selection. IEEE International Conference on Applied System Innovation (ICASI), 18. doi:10.1109/ASYU56188.2022.9925495
  • [30]. Uma, S., & Geetha, D. (2022). An Integrated MultiCriteria Decision-making Model for Cloud Service Provider Selection. International Journal of Decision Support System Technology, 14(1), 1532. doi:10.4018/ijdsst.286692
  • [31]. Osintsev, N. (2021). Multicriteria decision-making in transport and logistics. Russian Journal of Management, 19(4), 317. doi:10.20291/1815940020214317
  • [32] Başaran, H., & Tarhan, İ. (2022). Investigation of offshore wind characteristics for the northwest of Türkiye region by using multicriteria decision-making method (MOORA). Renewable Energy, 100757. doi:10.1016/j.rineng.2022.100757
  • [33]. Mathew, M., & Sahu, S. (2018). Comparison of new multicriteria decision making methods for material handling equipment selection. Management Science Letters, 8(5), 415426. doi:10.5267/J.MSL.2018.1.004
  • [34]. Özekenci, E. K. (2023). Evaluation of export performances of metropolitans in Turkey based on integrated multicriteria decision-making methods. Dicle Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, 15(2), 149170. doi:10.15182/diclesosbed.1273617
  • [35]. Prajapati, R., & Patel, C. N. (2019). Review and Optimization of Process Parameter of Abrasive Water Jet Machine Using Multi Criteria Decision Making Method on Aluminum 5083. International Journal of Mechanical and Production Engineering Research and Development, 10(2), 415426.
  • [36]. Chodha, V., Dubey, R., Kumar, R., Singh, S., & Kaur, S. (2022). Selection of industrial arc welding robot with TOPSIS and Entropy MCDM techniques. Materials Today: Proceedings, 50, 709-715.
  • [37]. Karande, P., & Chakraborty, S. (2012). Application of multi-objective optimization on the basis of ratio analysis (MOORA) method for materials selection. Materials & Design, 37, 317-324.

An Application on Enterprise Resource Planning (ERP) Selection with Multi-Criteria Decision-Making Methods

Yıl 2025, Cilt: 21 Sayı: 2, 28 - 34, 27.06.2025
https://doi.org/10.18466/cbayarfbe.1513901

Öz

Enterprise Resource Planning (ERP) systems play a crucial role in modern company operations, integrating different functions such as supply chain, customer relations, human resources and finance into an adhesive system. The selection of an appropriate ERP system is a critical and complex decision that impacts an organization's efficiency and competitiveness. This study utilizes the Entropy and Multi-MOORA (Multi-Objective Optimization by Ratio Analysis) multi-criteria decision-making methods to evaluate ERP systems based on six criteria: cost, functionality, user-friendliness, reliability, technical support, and integration capability. Three ERP alternatives are assessed to define the most suitable system for a manufacturing company aiming to optimize its production and inventory management. The Entropy method objectively determines the weights of the criteria, while the Multi-MOORA method ranks the ERP alternatives. This comprehensive and unbiased selection process underscores the importance of a systematic approach in ERP system evaluation. By leveraging advanced decision-making techniques, organizations can make informed choices that enhance operational efficiency, drive innovation, and maintain a competitive edge. The study highlights the critical role of ERP systems and the necessity of using robust evaluation methods to ensure the selected system aligns with the organization's strategic goals and operational needs.

Kaynakça

  • [1]. Bayraktar, E., & Efe, M. (2006). Kurumsal kaynak planlaması (ERP) ve yazılım seçim süreci. Selçuk Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, 15, 689709.
  • [2]. Vatansever, K., & Uluköy, M. (2013). Kurumsal kaynak planlaması sistemlerinin bulanık AHP ve bulanık MOORA yöntemleriyle seçimi: Üretim sektöründe bir uygulama. Manisa Celal Bayar Üniversitesi Sosyal Bilimler Dergisi, 11(2), 274293.
  • [3]. Chen, S. X., Wang, J. Q., & Wang, T. L. (2019). Cloudbased ERP system selection based on extended probabilistic linguistic MULTIMOORA method and Choquet integral operator. Computational and Applied Mathematics, 38(2), 132.
  • [4]. Rouyendegh, B. D., & Erkan, T. E. (2011). ERP system selection by AHP method: Case study from Turkey. International Journal of Business and Management Studies, 3(1), 3948.
  • [5]. Boroushaki, S. (2017). EntropyBased Weights for MultiCriteria Spatial Decision-making. PCG, 9(9), 20212041. doi:10.1353/PCG.2017.0009
  • [6]. Yang, G., Ren, M., & Hao, X. (2023). Multicriteria decision-making problem based on the novel probabilistic hesitant fuzzy Entropy and TODIM method. Arabian Journal for Science and Engineering, 48(4), 14571471. doi:10.1016/j.aej.2023.01.014
  • [7]. Zhiyuan, L. (2012). Entropy Method in Evaluation System Based on Multiple Attributive Decision Theory.
  • [8]. Rao, C., Peng, J., & Zhang, Z. (2008). Method of hybrid multiattribute decision making based on relative Entropy weight and projection algorithm. Proceedings of the World Congress on Intelligent Control and Automation (WCICA), 4594089. doi:10.1109/WCICA.2008.4594089
  • [9]. Wang, L., & Chen, Y. (2012). Diversity Based on Entropy: A Novel Evaluation Criterion in Multiobjective Optimization Algorithm. International Journal of Information and Software Technology, 4(10), 122128. doi:10.5815/IJISA.2012.10.12
  • [10]. Xiao, Y., & Fu, S. (2017). Multiattribute Decision-making Method with Interval Grey Number Based on Information Entropy. Journal of Grey System, 20(1), 7785.
  • [11]. Garg, H., Agarwal, N., & Choubey, A. (2015). Entropy Based Multicriteria Decision Making Method under Fuzzy Environment and Unknown Attribute Weights. Journal of Physical Mathematics, 6(2), 130139. doi:10.4172/22298711.1000182
  • [12]. Suri, G., Svitenko, H., Guleria, A., Gandotra, N., Saini, N., & Sałabun, W. (2023). Biparametric Q Rung Orthopair Fuzzy Entropy Measure for Multi Criteria Decision Making Problem. Information, 14(6), 304. doi:10.3390/info14060304
  • [13]. Hua, L. (2012). Application of Entropy method for decision making of value investment.
  • [14]. Rani, P., & Jain, D. (2016). Intuitionistic Fuzzy PROMETHEE Technique for Multicriteria Decision Making Problems Based on Entropy Measure. Advances in Fuzzy Systems, 10(4), 335349. doi:10.1007/9789811054273_31
  • [15]. LiYi, M., Xue, W., & Jian, G. (2010). Entropy method for decision-making of fuzzy information. IEEE International Conference on System Science and Engineering, 1(1), 100105. doi:10.1109/ICSESS.2010.5552329
  • [16]. Abbas, A. (2006). Entropy methods for joint distributions in decision analysis. IEEE Transactions on Engineering Management, 53(1), 146159. doi:10.1109/TEM.2005.861803
  • [17]. Grendár, M. (2006). Empirical Maximum Entropy Methods. Journal of Computational Physics, 85(2), 185193. doi:10.1063/1.2423302
  • [18]. Sogawa, N., Araki, M., & Sato, K. (1986). A Study On Multivariate Maximum Entropy Distribution And Its Basic Characteristics. Journal of the Japan Society of Civil Engineers, 375, 8999. doi:10.2208/JSCEJ.1986.375_89
  • [19]. Brauers, W. (2018). Location Theory and MultiCriteria Decision Making: An Application of the Moora Method. Central European Journal of Operations Research, 26(3), 789803. doi:10.5709/CE.18979254.275
  • [20]. Kundakçı, N. (2016). Combined MultiCriteria Decision Making Approach Based on MACBETH and MULTIMOORA Methods. Advances in Economics and Business, 4(1), 1825. doi:10.17093/AJ.2016.4.1.5000178402
  • [21]. Anantama, R., & Hidayat, R. (2023). Comparison of Deep Learning and MOORA Performance Methods in Multi Criteria Decision Making with Case Studies Best public health center. Technium, 17, 10093. doi:10.47577/technium.v17i.10093
  • [22]. Sarkar, B., & Biswas, A. (2021). A multicriteria decision making approach for strategy formulation using Pythagorean fuzzy logic. Expert Systems with Applications, 172, 114553. doi:10.1111/exsy.12802
  • [23]. Lestari, Y. D., Budiman, A., Irwan, D., & Hanafiah, A. (2022). Implementation of MultiObjective Optimization on The Basis of Ratio Analysis (MOORA) Method in Determining The Best Employees. International Journal of Information and Communication Sciences, 6(3), 5606. doi:10.30865/ijics.v6i3.5606
  • [24]. Ulfah, A., & Hasugian, A. H. (2023). Decision Support System for Selection of Healthy Toddler using MOORA Method. Sinkron: Journal of Technology Research and Development, 8(3), 455462. doi:10.33395/sinkron.v8i3.12695
  • [25]. Liang, D., Darko, A. P., & Zeng, J. (2019). Intervalvalued pythagorean fuzzy power averagebased MULTIMOORA method for multicriteria decision-making. Artificial Intelligence Review, 52(3), 219236. doi:10.1080/0952813x.2019.1694589
  • [26]. Perbawa, D. S. (2024). Sistem Rekomendasi Penerima Bantuan Program Indonesia Pintar Menggunakan Multi Criteria Decision Making. FIFO Journal of Economics and Finance, 15(2), 3550. doi:10.22441/fifo.2023.v15i2.003
  • [27]. Trung, D. (2021). A combination method for multi-criteria decision making problem in turning process. Manufacturing review, 8, 26.
  • [28]. Krishna, M., Kumar, S. D., Ezilarasan, C., Sudarsan, P. V., Anandan, V., Palani, S., & Jayaseelan, V. (2022). Application of MOORA & COPRAS integrated with Entropy method for multicriteria decision making in dry turning process of Nimonic C263. Mechanical Engineering Review, 2022014. doi:10.1051/mfreview/2022014
  • [29]. Ekmis, M. A., Solmaz, M., Kiziltan, A., & Asil, M. (2022). Multi Criteria Decision Making with Marketplace Products Dynamics for Marketplace Product Selection. IEEE International Conference on Applied System Innovation (ICASI), 18. doi:10.1109/ASYU56188.2022.9925495
  • [30]. Uma, S., & Geetha, D. (2022). An Integrated MultiCriteria Decision-making Model for Cloud Service Provider Selection. International Journal of Decision Support System Technology, 14(1), 1532. doi:10.4018/ijdsst.286692
  • [31]. Osintsev, N. (2021). Multicriteria decision-making in transport and logistics. Russian Journal of Management, 19(4), 317. doi:10.20291/1815940020214317
  • [32] Başaran, H., & Tarhan, İ. (2022). Investigation of offshore wind characteristics for the northwest of Türkiye region by using multicriteria decision-making method (MOORA). Renewable Energy, 100757. doi:10.1016/j.rineng.2022.100757
  • [33]. Mathew, M., & Sahu, S. (2018). Comparison of new multicriteria decision making methods for material handling equipment selection. Management Science Letters, 8(5), 415426. doi:10.5267/J.MSL.2018.1.004
  • [34]. Özekenci, E. K. (2023). Evaluation of export performances of metropolitans in Turkey based on integrated multicriteria decision-making methods. Dicle Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, 15(2), 149170. doi:10.15182/diclesosbed.1273617
  • [35]. Prajapati, R., & Patel, C. N. (2019). Review and Optimization of Process Parameter of Abrasive Water Jet Machine Using Multi Criteria Decision Making Method on Aluminum 5083. International Journal of Mechanical and Production Engineering Research and Development, 10(2), 415426.
  • [36]. Chodha, V., Dubey, R., Kumar, R., Singh, S., & Kaur, S. (2022). Selection of industrial arc welding robot with TOPSIS and Entropy MCDM techniques. Materials Today: Proceedings, 50, 709-715.
  • [37]. Karande, P., & Chakraborty, S. (2012). Application of multi-objective optimization on the basis of ratio analysis (MOORA) method for materials selection. Materials & Design, 37, 317-324.
Toplam 37 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Konular Endüstri Mühendisliği
Bölüm Araştırma Makalesi
Yazarlar

Huriye Akpınar 0000-0003-2460-942X

Gönderilme Tarihi 10 Temmuz 2024
Kabul Tarihi 21 Eylül 2024
Yayımlanma Tarihi 27 Haziran 2025
Yayımlandığı Sayı Yıl 2025 Cilt: 21 Sayı: 2

Kaynak Göster

APA Akpınar, H. (2025). An Application on Enterprise Resource Planning (ERP) Selection with Multi-Criteria Decision-Making Methods. Celal Bayar University Journal of Science, 21(2), 28-34. https://doi.org/10.18466/cbayarfbe.1513901
AMA Akpınar H. An Application on Enterprise Resource Planning (ERP) Selection with Multi-Criteria Decision-Making Methods. Celal Bayar University Journal of Science. Haziran 2025;21(2):28-34. doi:10.18466/cbayarfbe.1513901
Chicago Akpınar, Huriye. “An Application on Enterprise Resource Planning (ERP) Selection with Multi-Criteria Decision-Making Methods”. Celal Bayar University Journal of Science 21, sy. 2 (Haziran 2025): 28-34. https://doi.org/10.18466/cbayarfbe.1513901.
EndNote Akpınar H (01 Haziran 2025) An Application on Enterprise Resource Planning (ERP) Selection with Multi-Criteria Decision-Making Methods. Celal Bayar University Journal of Science 21 2 28–34.
IEEE H. Akpınar, “An Application on Enterprise Resource Planning (ERP) Selection with Multi-Criteria Decision-Making Methods”, Celal Bayar University Journal of Science, c. 21, sy. 2, ss. 28–34, 2025, doi: 10.18466/cbayarfbe.1513901.
ISNAD Akpınar, Huriye. “An Application on Enterprise Resource Planning (ERP) Selection with Multi-Criteria Decision-Making Methods”. Celal Bayar University Journal of Science 21/2 (Haziran2025), 28-34. https://doi.org/10.18466/cbayarfbe.1513901.
JAMA Akpınar H. An Application on Enterprise Resource Planning (ERP) Selection with Multi-Criteria Decision-Making Methods. Celal Bayar University Journal of Science. 2025;21:28–34.
MLA Akpınar, Huriye. “An Application on Enterprise Resource Planning (ERP) Selection with Multi-Criteria Decision-Making Methods”. Celal Bayar University Journal of Science, c. 21, sy. 2, 2025, ss. 28-34, doi:10.18466/cbayarfbe.1513901.
Vancouver Akpınar H. An Application on Enterprise Resource Planning (ERP) Selection with Multi-Criteria Decision-Making Methods. Celal Bayar University Journal of Science. 2025;21(2):28-34.