Authors: V. Balan, PhD, Associate Professor, ORCID ID 0000-0002-1577-0636, Taras Shevchenko National University of Kyiv, Kyiv, Ukraine
Annotation: The article proposes a methodological approach to assess strategic sets of an enterprise. The approach is based on improving the classical quantitative strategic planning matrix (QSPM) using the theory of fuzzy sets and fuzzy multicriteria analysis tools, in particular, the Fuzzy CODAS method. The seven-level term-set is used to determine the weighting coefficients of the criteria, each term of which is transformed into a fuzzy number in a trapezoidal form with the corresponding membership functions. A similar approach was used for expert assessment of strategic sets according to a certain system of criteria. The methodological approach is implemented in the form of a framework in the Fuzzy Logic Toolbox software application of the Matlab computing system. This allows the simulation, depending on the adjustment of expert assessments of the importance of criteria assessment and evaluation policy sets based on these criteria. The methodological approach can be used in the strategic planning of enterprises’ activities as an effective tool for assessing and selecting effective strategic sets.
Keywords: strategic planning, strategic set, fuzzy set theory, term set, Fuzzy CODAS.
Received: 27/04/2021
1st Revision: 07/05/2021
Accepted: 30/05/2021
DOI: https://doi.org/10.17721/1728-2667.2021/215-2/2
Literature
- Ansoff, I., 1989. Strategicheskoe upravlenie [Strategic management]. Moscow : Jekonomika, 519 s.
- Balan, V.H., 2020. Nechitka model’ otsiniuvannia ta vyboru stratehij na osnovi modyfikatsii kvantytatyvnoi matrytsi stratehichnoho
planuvannia [Fuzzy model of evaluation and selection of strategies based on modification of the quantitative strategic planning matrix]. Problemy systemnoho pidkhodu v ekonomitsi, 3(77), s. 85–93. - Grant, R.M., 2008. Sovremennyj strategicheskij analiz: 5-e izd. [Contemporary strategy analysis: fifth edition]. SPb: Piter, 560 s.
- Matvijchuk, A.V., 2011. Shtuchnyj intelekt v ekonomitsi: nejronni merezhi, nechitka lohika : monohrafiia [Artificial intelligence in
economics: neural networks, fuzzy logic: a monograph]. К.: КNЕU, 439 s. - Tompson, A.A., Striklend, A.Dzh., 2006. Strategicheskij menedzhment: koncepcii i situacii dlja analiza [Strategic management:
concepts and cases]. Moscow : Izdatel’skij dom “Vil’jams”, 928 s. - Hassi, D., 2008. Strategija i planirovanie [Strategy and planning]. SPb.: Piter, 560 s.
- Fljajsher, K., Bensussan, B., 2005. Strategicheskij i konkurentnyj analiz. Metody i sredstva konkurentnogo analiza v biznese
[Strategic and Competitive Analysis. Methods and Techniques for Analyzing Business Competition]. Moscow : BINOM. Laboratorija znanij, 541 s. - Shershn’ova, Z.Ye., 2004. Stratehichne upravlinnia [Strategic management]: Pidruchnyk, 2-he vyd. – K.: KNEU, 2004. 699 s.
- Chen, S.J. and Hwang, C.L., 1992. Fuzzy Multiple Attribute Decision Making Methods. In: Fuzzy Multiple Attribute Decision Making.
Lecture Notes in Economics and Mathematical Systems, vol 375. Springer, Berlin, Heidelberg, pp 289-486. https://doi.org/10.1007/978-3-642-46768-4_5. - David, M.E. and David, F.R., 2009. The Quantitative Strategic Planning Matrix (QSPM) Applied to a Retail Computer Store. The
Coastal Business Journal, 8(1), pp. 42–52. - Fouladgar, M., Yazdani-Chamzini, A. and Yakhchali, S., 2011. A new methodology for prioritizing mining strategies. International
Journal of Innovation, Management and Technology, 2(4), pp. 342–347. - Jeyaraj, K.L., Muralidharan, C., Senthilvelan, T. and Deshmukh, S.G., 2012. A hybrid business strategy selection process for a
Тextile company using SWOT and fuzzy ANP – a case study. International Journal of Management, 3(2), pp. 124–143. - Keshavarz Ghorabaee, M., Amiri, M., Zavadskas, E.K., Hooshmand, R. and Antuchevičienė, J., 2017. Fuzzy extension of the
CODAS method for multi-criteria market segment evaluation, Journal of Business Economics and Management, 18(1), pp 1–19.
https://doi.org/10.3846/16111699.2016.1278559. - Kosko, B., 1993. Fuzzy Thinking: The New Science of Fuzzy Logic. Hyperion, 288 р.
- Kotler, Ph., Berger R. and Bickhoff, N., 2010. The Quintessence of Strategic Management. What You Really Need to Know to
Survive in Business. Springer-Verlag Berlin and Heidelberg GmbH & Co., 140 p. - Leleur, S., 2012. Complex Strategic Choices. Applying Systemic Planning for Strategic Decision Making. Springer-Verlag London,
168 р. - Li, D.-F., 2007. Compromise ratio method for fuzzy multi-attribute group decision making. Applied Soft Computing, 7(3). pp. 807–
817 https://doi.org/10.1016/j.asoc.2006.02.003. - Mintzberg, H., Quinn, J.B. and Ghoshal, S., 1995. The Strategy Process. Prentice Hall, 985 p.
- Mohammadi, A., Mohammadi, Ab., Zarifpayam, S.V. and Mohammadi, M., 2011. Presentation of Fuzzy Models of EFE, IFE and
QSPM. Australian Journal of Basic and Applied Sciences, 5(12), pp. 1173–1179. - Nasab, H.H. and Milani, A.S., 2012. An improvement of quantitative strategic planning matrix using multiple criteria decision making
and fuzzy numbers. Applied Soft Computing, 12, pp. 2246–2253. - Sagar, M.K., Jayaswal, P. and Kushwah, K., 2013. Exploring Fuzzy SAW Method for Maintenance Strategy Selection Problem of
Material Handling Equipment. International Journal of Current Engineering and Technology, 3(2), pp. 600–605. - Rumelt, R.P., 1974. Strategy, Structure, and Economic Performance. Boston: Harvard Business School Press, 235 p.
- Wang, Y.-M., Yang, J.-B., Xu, D.-L. and Chin, K.-S., 2006. On the centroids of fuzzy numbers, Fuzzy Sets and Systems 157(7),
pp. 919–926. https://doi.org/10.1016/j.fss.2005.11.006. - Yalçin, N. and Pehlivan, N.Y., 2019. Application of the Fuzzy CODAS Method Based on Fuzzy Envelopes for Hesitant Fuzzy
Linguistic Term Sets: A Case Study on a Personnel Selection Problem. Symmetry, 11, pp. 493–499. https://doi.org/10.3390/sym11040493.