Bulanık Analitik Ağ Süreci ve 0-1 Hedef Programlama Entegrasyonu ile Kurumsal Kaynak Planlama (Erp) Yazılımı Seçimi
Kurumsal Kaynak Planlaması (KKP), işletmenin bütün fonksiyonlarını sistem yaklaşımına göre bir araya getiren bir yazılım sistemidir. Küresel rekabet, işletmeleri, maliyetleri düşürmeye, stokları azaltmaya, kaliteyi yükseltmeye ve daha iyi müşteri hizmetleri sağlamasına zorlar. Bu nedenle, işletmelerin, uygun KKP yazılımının seçimi ve uygulanması yoluyla işletme fonksiyonlarını entegre etmeleri önemlidir. Ancak, bu karar sürecinde mevcut üç yönetsel sorun vardır. Birincisi, kriterler ve alternatiflerin değerlendirilmesi ile ilgilidir, ikincisi değerlendirme sürecindeki belirsizlikle ilgilidir ve üçüncüsü, şirketin çoklu amaçlarını ve kısıtlarını dikkate almakla ilgilidir. Bu çalışmada, en uygun KKP yazılımının seçimine karar vermek için doğrusal programlama ve çok kriterli karar verme (ÇKKV) kombinasyonunu sunmak için, ÇKKV yöntemi, 0-1 hedef programlama ile birleştirilmiştir. Bu kombinasyon, yalnızca KKP seçimi gibi stratejik kararlar için uzman görüşünü alma ihtiyacını değil, aynı zamanda işletmeler için mevcut sınırlı kaynakları da dikkate alır. Ayrıca, problemin bulanık doğasından dolayı, ÇKKV tekniği Analitik Ağ Süreci (AAS) bulanık mantık ile birleştirilmiş, bulanık analitik ağ süreci (BAAS) ise 0-1 hedef programlama ile bütünleştirilmiştir. BAAS kullanmanın nedeni, bir ağ konsepti içinde uzman görüşünün aktarılmasına izin verme potansiyelidir.
IntegraFuzzy Analytic Network Process And 0-1 Goal Programming Technique For Enterprise Resource Planning (Erp) Software Selection
Enterprise Resource Planning (ERP) is a software system incorporating all business functions with regard to systems approach. Global competition forces enterprises to lower costs, reduce inventories, improve quality, and provide better customer service. Therefore, it is important for enterprises to integrate their business functions through the selection and implementation of appropriate ERP software. However, there are three managerial problems existing in this decision process, related respectively with the evaluation of criteria and alternatives, the vagueness within the evaluation process, and the multiple goals and constraints of the company. In this study, in order to select the most appropriate ERP software, the multiple criteria decision-making method (MCDM) is combined with 0-1 goal programming in order to present the combination of linear programming and a MCDM. This combination takes into account not only the need to hire expert opinion for strategic decisions such as ERP selection, but also the limited resources available to enterprises. Also, due to the fuzzy nature of the problem, the MCDM technique, Analytic Network Process (ANP), is combined with fuzzy logic; therefore, fuzzy analytic network process (FANP) is integrated with 0-1 goal programming. The reason for employing FANP is its potential to facilitate the transfer the expert opinion within a network concept.
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- Ahn, B.S. and Choi, S.H. (2008) “ERP system selection
using a simulation-based AHP approach: a case of
Korean home shopping company” Journal of the
Operational Research Society, 59(32): 322-330.
- Aloini, D., Dulmin, R. and Mininno, V. (2012) “Risk
assessment in ERP projects” Information Systems,
37(3): 183-199.
- Ayag, Z. and Ozdemir, R.G. (2007) “An intelligent
approach to ERP software selection through fuzzy
ANP” International Journal of Production Research,
45(10): 2169-2194.
- Badri, M.A. (2001) “A combined AHP-GP model for
quality control systems” International Journal of
Production Economics, 72(1): 27-40.
- Bernroider, E. and Koch, S. (2000) “Differences in
characteristics of the ERP system selection process
between small or medium sized and large
organizations” Proceedings of the Sixth Americas
Conference of Information Systems, 10–13 August,
Long Beach, CA, 1022-1028.
- Bernroider, E.W.N. and Stix, V. (2006) “Profile distance
method – A multiattribute decision making
approach for information system investments”
Decision Support Systems, 42: 988-998.
- Bravo, E. and Santana, M. (2010) “Impacto de la implementación
de lossistemas de planeamiento
de recursosempresariales ERP en el desempeño
individual” Americas Conference on Informations
Systems, Lima, Perú, 265.
- Cakir, S. (2016) “Selecting appropriate ERP software
using integrated fuzzy linguistic preference relations
– fuzzy TOPSIS method” International Journal
of Computational Intelligence Systems, 9(3): 433-449.
- Chang, I.C., Hwang, H.G. and Liaw, H.C. (2008) “A neural
network evaluation model for ERP performance
from SCM perspective to enhance enterprise
competitive advantage” Expert Systems with Applications,
35: 1809-1816.
- Chaudhari, S. and Ghone, A. (2015) Global ERP Software
Market - Size, Industry Analysis, Trends, Opportunities,
Growth and Forecast, 2013-2020. Allied Market Research
ERP Market Report.
- Chen S.J. and Hwang C.L. (1992) “Fuzzy multiple attribute
decision making” Lecture Notes in Economics
and Mathematical Systems, 375: 289-486.
- Chung, S.H., Lee, A.H. and Pearn, W.L. (2005) “Product
mix optimization for semiconductor manufacturing
based on AHP and ANP analysis” International
Journal of Advanced Manufacturing Technology, 25:
1144-1156.
- Cil, I., Alpturk, O. and Yazgan, H. (2005) “A new collaborative
system framework based on a multiple
perspective approach: InteliTeam” Decision Support
Systems, 39: 619-641.
- Cruz-Cunha, M.M., Siva, J.P., Goncalves J.J., Fernandes,
J.A. and Avila, P.S. (2016) “ERP Selection using an
AHP-based Decision Support System” Information
Resources Management Journal, 29(4): 65-81.
- Davenport, T.H. (2000) Mission Critical: Realizing the
Promise of Enterprise Systems, Harvard Business
School Press, Boston, MA.
- Forslund, H. and Jonsson, P. (2010) “Selection, implementation
and use of ERP systems for supply chain
performance management” Industrial Management
and Data Systems, 110(8): 1159-1175.
- Gupta, R. and Naqvi, S.K. (2017) “A Framework for Applying
CSFs to ERP Software Selection: An Extension
of Fuzzy TOPSIS Approach” International Journal of
Intelligent Information Technologies, 13(2): 41-62.
- Gurbuz, T., Alptekin, S.E. and Alptekin, G.I. (2012) “A
hybrid MCDM methodology for ERP selection
problem with interacting criteria” Decision Support
Systems, 54: 206-214.
- Haddara, M. (2014) “ERP Selection: The SMART Way”
Procedia Technology, 16: 394-403.
- Haddara, M. (2018) “ERP systems selection in multinational
enterprises: a practical guide” International
Journal of Information Systems and Project Management,
6(1): 43-57.
- Hoermann, S., Kienegger, H., Langermeier, M., Mayer,
M. and Krcmar, H. (2011) “Comparing Risk and
Success Factors in ERP Projects: A Literature Review”
Americas Conference on Information Systems,
Detroit, Michigan, USA, 241.
- Huang, J.D. and Hu, M.H. (2013) “Two-stage solution
approach for supplier selection: A case study in a
Taiwan automotive industry” International Journal
of Computer Integrated Manufacturing, 26(3): 237-
251.
- Kahraman, C., Beskese, A. and Kaya, I. (2010) “Selection
among ERP outsourcing alternatives using a fuzzy
multi-criteria decision making methodology”
International Journal of Production Research, 48(2):
547-566.
- Karaarslan, N. and Gundogar, E. (2009) “An application
for modular capability-based ERP software selection
using AHP method” International Journal of Advanced
Manufacturing Technologies, 42: 1025-1033.
- Karsak, E.E. and Ozogul, C.O. (2009) “An integrated decision
making approach for ERP system selection”
Expert Systems with Applications, 36: 660-667.
- Kazancoglu, Y. and Burmaoglu, S. (2013) “ERP software
selection with MCDM: application of TODIM method”
International Journal of Business Information
Systems, 13(4): 435-452.
- Kilic, H.S., Zaim, S. and Delen, D. (2014) “Development
of a hybrid methodology for ERP system selection:
The case of Turkish Airlines” Decision Support Systems,
66: 82-92.
- Kilic, H.S., Zaim, S. and Delen, D. (2015) “Selecting “The
Best” ERP system for SMEs using a combination of
ANP and PROMETHEE methods” Expert Systems with
Applications, 42: 2343-2352.
- Krigsman, M. (2010). “Lessons from ERP Implementation
Failures”. Retrieved from: http://inforln.com/
wp-content/uploads/2014/05/Focus-Experts-Buying-
Guide-for-ERP.pdf
- Lee, A.H.I., Kang, H. and Chang, H. (2008) “Evaluating
Buyer-Supplier Relationships in HighTech Industry
by Analytic Network Process (ANP)” Proceedings of
the Service Operations and Logistics, and Informatics,
IEEE/SOLI 2008, IEEE International Conference,
12-15 October, Beijing, 2677-2682.
- Lee, A.H.I., Kang, H.Y., Yang, C.Y. and Lin, C.Y. (2010) “An
evaluation framework for product planning using
FANP, QFD and multi-choice goal programming”
International Journal of Production Research, 48(13):
3977-3997.
- Liao, X., Li, Y. and Lu, B. (2007) “A model for selecting
an ERP system based on linguistic information
processing” Information Systems, 32: 1005-1017.
- Lin, H.Y., Hsu, P.Y. and Sheen, G.J. (2007) “A fuzzy-based
decision making procedure for data warehouse
system selection” Expert Systems with Applications,
32: 939-953.
- Maditinos, D., Chatzoudes, D. and Tsairidis, C. (2011)
“Factors affecting ERP system implementation
effectiveness” Journal of Enterprise Information
Management, 25(1): 60-78.
- Meade, L.M. and Sarkis, J. (1999) “Analyzing Organizational
Project Alternatives for Agile Manufacturing
Processes: An Analytical Network Approach” International
Journal of Production Research, 37: 241-261.
- Noureddine, M. and Oualid, K. (2018) “Extraction of ERP
Selection Criteria using Critical Decisions Analysis”
International Journal of Advanced Computer Science
and Applications, 9(4): 100-108.
- Olson, D.L., Van Huy, V. and Tuan, N.M. (2012) “Case of
development of a small business ERP consultant
knowledge base” Advances in Enterprise Information
Systems II, Edited by Charles Møller and Sohail
Chaudhry CRC Press.
- Onut, S., Kara, S.S. and Isik, E. (2009) “Long term supplier
selection using a combined fuzzy MCDM approach:
A case study for a telecommunication company”
Expert Systems with Applications, 36: 3887-3895.
- Opricovic, S. and Tzeng, G.H. (2003) “Defuzzification
within a Multicriteria Decision Model” International
Journal of Uncertainty, Fuzziness, and Knowledge-
Based Systems, 11(5): 635-652.
- Pan, M.J. and Jang, W.Y. (2008) “Determinants of the
adoption of enterprise resource planning within
the technology-organization-environment framework:
Taiwan’s communications industry” Journal of
Computer Information Systems, 48(3): 94-102.
- Ranjan, S., Jha, V.K. and Pal, P. (2016) “A strategic and
sustainable multi-criteria decision making framework
for ERP selection in OEM” International Journal
of Applied Engineering Research, 11(3): 1916-1926.
- Saaty, T.L. (1980) The Analytic Hierarchy Process. Mc-
Graw-Hill, New York.
- Saaty, T.L. (1996) Decision Making with Dependence
and Feedback: The Analytic Network Process. RWS
Publications, Pittsburgh.
- Saaty, T.L. and Vargas, L.G. (1998) “Diagnosis with
dependent symptoms: Bayes theorem and the
analytic hierarchy process” Operations Research,
46(4): 491-502.
- Saaty, T.L. (2001) Decision making with dependence and
feedback: The Analytic network process (2nd ed.),
Pittsburg: RWS Pub.
- Schniederjans, M.J. and Garvin, T. (1997) “Using the
Analytic Hierarchy Process and multi-objective
programming for the selection of cost drivers in
activity-based costing” European Journal of Operational
Research, 100: 72-80.
- Sen, C.G. and Baracli, H. (2010) “Fuzzy quality function
deployment based methodology for acquiring
enterprise software selection requirements” Expert
Systems with Applications, 37: 3415-3426.
- Shankarnarayanan, S. (2000) “ERP systems––using IT
to gain a competitive advantage” Retrieved from:
http://www.angelfire.com/co/troyc/advant.html
- Teltumbde, A. (2000) “A framework for evaluating
ERP projects” International Journal of Production
Research, 38: 4507-4520.
- Temur, G.T. and Bolat, B. (2018) “A robust MCDM approach
for ERP system selection under uncertain environment
based on worst case scenario” Journal of
Enterprise Information Management, 31(3): 405-425.
- Umble, E.J., Haft, R.R. and Umble, M.M. (2003) “Enterprise
resource planning: Implementation procedures
and critical success factors” European Journal
of Operational Research, 146: 241-257.
- Verville, J., Palanisamy, R. and Bernadas C. (2007) “RP Acquisition
Planning: A Critical Dimension for Making
the Right Choice” Long Range Planning, 40: 45-62.
- Wei, C.C. and Wang, M.J.J. (2004) “A comprehensive
framework for selecting an ERP system” International
Journal of Project Management, 22: 161-169.
- Wei, C.C., Chien, C.F. and Wang, M.J.J. (2005) “An AHPbased
approach to ERP system selection” International
Journal of Production Economics, 96: 47–62.
- Wong, J.T. (2012) “DSS for 3PL provider selection in
global supply chain: combining the multi-objective
optimization model with experts’ opinions” Journal
of Intelligent Manufacturing, 23(3): 599-614.
- Xiuwu, L., Yuan, L. and Bing, L. (2007) “A model for selecting
an ERP system based on linguistic information
processing” Information System, 32(7): 1005-1017.
- Yazgan, H.R., Boran, S. and Goztepe, K. (2009) “An ERP
software selection process with using artificial
neural network based on analytic network process
approach” Expert Systems with Applications, 36:
9214-9222.
- Zadeh, L.A. (1965) “Fuzzy sets” Information Control, 8:
338-353.