Abstract
Raising an orchard is a long-term investment and it is necessary to plan for all possibilities. The choice of the system of planting, tree distance, selection of varieties and planting materials must be carefully considered to ensure maximum production. Selection of the appropriate varieties of fruit is the most important problem fruit growers are faced with. Planting the wrong varieties entails long-term negative consequences. This paper deals with the way in which the model of decision-making can be used to facilitate decision-making. A hybrid decision-making model based on the method of multi-criteria analysis and group decision-making was created. By using a fuzzy approach and expert evaluation on the apples, the ranking of individual apple varieties was performed. Out of the total number of apple varieties, six varieties that are the most famous in the world were selected for this paper. These are also the varieties that are the most planted ones. The results of this study showed that the ‘Jonagold’ variety has the best results, while the ‘Gala’ variety showed the worst results. The application of the decision-making model provides guidelines for improving the decision-making process in orchards. The model can be used with the necessary corrections in other branches of orchards and serve orchardists to improve production.
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Agha SR, Latifa GN, Nassar HA, Shehada RY (2012) Multi criteria governmental crop planning problem: an analytic hierarchy approach. Management 2(4):96–105. https://doi.org/10.5923/j.mm.20120204.03
Diakoulaki D, Mavrotas G, Papayannakis L (1995) Determining objective weights in multiple criteria problems: the critic method. Comput Oper Res 22(7):763–770. https://doi.org/10.1016/0305-0548(94)00059-h
Farag KM, Elsabagh AS, ElAshry HA (2012) Fruit characteristics of “Zaghloul” date palm in relation to metaxenic influences of used pollinator. Am J Agric Environ Sci 12(7):842–855. https://doi.org/10.5829/idosi.aejaes.2012.12.07.1803
Ibrahimović FI, Kojić SL, Stević ŽR, Erceg ŽJ (2019) Donošenje investicione odluke u transportnoj kompaniji primenom integrisanog FUCOM-MABAC modela. Tehnika 74(4):577–584. https://doi.org/10.5937/tehnika1904577I
Kiani Mavi R, Goh M, Kiani Mavi N (2016) Supplier selection with Shannon entropy and fuzzy TOPSIS in the context of supply chain risk management. Procedia—social Behav Sci 235:216–225. https://doi.org/10.1016/j.sbspro.2016.11.017
Maksimović A, Grgić Z, Ćejvanović F (2017) Multi-attribute analysis of orchard according to the integrated production concept. Econ Agric 64(1):69–79. https://doi.org/10.5937/ekoPolj1701069M
Milovanović Ž, Stojanović M (2016) Izbor sorti višnje za sadnju primenom AHP metodologije. Agroekonomika 45(72):11–19
Montazar A, Gaffari A (2011) An Ahp model for crop planning within irrigation command areas. Irrigation Drainage 61(2):168–177. https://doi.org/10.1002/ird.645
Nedeljković M, Puška A, Doljanica S, Virijević Jovanović S, Brzaković P, Stević Ž, Marinkovic D (2021) Evaluation of rapeseed varieties using novel integrated fuzzy PIPRECIA—fuzzy MABAC model. PLoS ONE 16(2):e246857. https://doi.org/10.1371/journal.pone.0246857
Nedeljković M, Puška A, Suzić R, Maksimović A (2022) Multicriteria model of support for the selection of pear varieties in raising orchards in the Semberija region (Bosnia and Herzegovina). Sustainability 14(3):1584. https://doi.org/10.3390/su14031584
Ntakyo PR, Mugisha J, Elepu G (2013) Socio-economic factors affecting apple production in southwestern Uganda. African Crop Sci J 21(4):311–321
Pamučar D, Božanić D (2019) Selection of a location for the development of multimodal logistics center: application of single-valued neutrosophic MABAC model. Oper Res Eng Sci Theory Appl 2(2):55–71. https://doi.org/10.31181/oresta1902039p
Pamučar D, Stević Ž, Sremac S (2018) A new model for determining weight coefficients of criteria in MCDM models: full consistency method (FUCOM). Symmetry 10(9):393. https://doi.org/10.3390/sym10090393
Paunović M, Milutinović O, Puzić G (2018) Personal subjectivity impact reduction in choice of sour cherry varieties for orchard establishment using fuzzy system. Econ Agric 65(2):545–554. https://doi.org/10.5937/ekoPolj1802545P
Puška A, Beganović A, Šadić S (2018a) Model for investment decision making by applying the multi-criteria analysis method. Serbian J Manag 13(1):7–28. https://doi.org/10.5937/sjm13-12436
Puška A, Kozarević S, Stević Ž, Stovrag J (2018b) A new way of applying interval fuzzy logic in group decision making for supplier selection. Econ Comput Econ Cybern Stud Res 52(2):217–234. https://doi.org/10.24818/18423264/52.2.18.13
Puška A, Nedeljković M, Prodanović R, Vladisavljević R, Suzić R (2022) Market assessment of pear varieties in Serbia using fuzzy CRADIS and CRITIC methods. Agriculture 12(2):139. https://doi.org/10.3390/agriculture12020139
Rozman Č, Hühner M, Kolenko M, Tojnko S, Unuk T, Pažek K (2015) Apple variety assessment with analytical hierarchy process. Erwerbs-Obstbau 57(2):97–104. https://doi.org/10.1007/s10341-015-0236-8
Rozman Č, Maksimović A, Puška A, Grgić Z, Pažek K, Prevolšek B, Ćejvanović F (2017) The use of multi criteria models for decision support system in fruit production. Erwerbs-Obstbau 59(3):235–243. https://doi.org/10.1007/s10341-017-0320-3
Shen L, Olfat L, Govindan K, Khodaverdi R, Diabat A (2013) A fuzzy multi criteria approach for evaluating green supplier’s performance in green supply chain with linguistic preferences. Resour Conserv Recycl 74:170–179. https://doi.org/10.1016/j.resconrec.2012.09.006
Sudha AS, Jeba JRI (2015) Crop selection based on fuzzy TOPSIS using entropy weights. IJCA 124(14):16–20. https://doi.org/10.5120/ijca2015905782
Turskis Z, Zavadskas E, Antucheviciene J, Kosareva N (2015) A hybrid model based on fuzzy AHP and fuzzy WASPAS for construction site selection. Int J Comput Commun Control 10(6):113–128. https://doi.org/10.15837/ijccc.2015.6.2078
Wu X, Wu B, Sun J, Ya N (2017) Classification of apple varieties using near infrared reflectance spectroscopy and fuzzy discriminant C‑means clustering model. J Food Process Eng. https://doi.org/10.1111/jfpe.12355
Zangeneh M, Akram A, Nielsen P, Keyhani A (2015) Developing location indicators for agricultural service center: a Delphi-TOPSIS-FAHP approach. Prod Manuf Res 3(1):124–148. https://doi.org/10.1080/21693277.2015.1013582
Zavadskas EK, Turskis Z, Antucheviciene J, Zakarevicius A (2012) Optimization of weighted aggregated sum product assessment. Elektronika Ir Elektrotechnika 122(6):3–6. https://doi.org/10.5755/j01.eee.122.6.1810
Zavadskas EK, Stević Ž, Turskis Z, Tomašević M (2019) A novel extended EDAS in Minkowski space (EDAS-M) method for evaluating autonomous vehicles. Stud Informatics Control 28(3):255–264. https://doi.org/10.24846/v28i3y201902
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M. Nedeljković, A. Puška, A. Maksimović and R. Suzić declare that they have no competing interests.
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Nedeljković, M., Puška, A., Maksimović, A. et al. Selection of the Optimal Apple Variety for Raising Orchards Using the Methods of Multi-criteria Analysis. Erwerbs-Obstbau 65, 201–214 (2023). https://doi.org/10.1007/s10341-022-00797-1
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DOI: https://doi.org/10.1007/s10341-022-00797-1