FUZZY LOGIC APPLICATIONS IN HORTICULTURE AND A SAMPLE DESIGN FOR JUICE VOLUME PREDICTION IN POMEGRANATE (PUNICA GRANATUM L.)

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dc.authoridMemmedova Mikail, Nazire/0000-0002-8996-9330
dc.contributor.authorPakyurek, M.
dc.contributor.authorAydin, Y.
dc.contributor.authorMikail, N.
dc.date.accessioned2024-12-24T19:30:15Z
dc.date.available2024-12-24T19:30:15Z
dc.date.issued2019
dc.departmentSiirt Üniversitesi
dc.description.abstractFuzzy expert systems search for a solution based on the expertise of people who are experts in a particular field. This could be described as a kind of advisory system edited on computer. The use of natural language on the basis of fuzzy logic and easier understanding of system logs provide this technique to resolve many daily and current problems. In this study, a sample expert system to estimate juice volume in pomegranate was designed, using the fuzzy logic method, which closest to the logic of the human mindset Recording of data was performed on the private farm of the province of Siirt, Turkey. The Fuzzy Logic Interface of MATLAB Program was used in the designing phase of the system. The evaluation of the model was carried out according to coefficient of determination and coefficient of correlation. The model revealed R-2 = 80% coefficient of determination, and r = 0.89 coefficient of correlation. With more informative parameters, the error rate can be decreased. Fuzzy logic seems one of the useful tools with prediction purposes in horticulture.
dc.identifier.doi10.15666/aeer/1702_24492460
dc.identifier.endpage2460
dc.identifier.issn1589-1623
dc.identifier.issn1785-0037
dc.identifier.issue2
dc.identifier.scopus2-s2.0-85064346746
dc.identifier.scopusqualityQ3
dc.identifier.startpage2449
dc.identifier.urihttps://doi.org/10.15666/aeer/1702_24492460
dc.identifier.urihttps://hdl.handle.net/20.500.12604/7436
dc.identifier.volume17
dc.identifier.wosWOS:000462830400065
dc.identifier.wosqualityQ4
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherCorvinus Univ Budapest
dc.relation.ispartofApplied Ecology and Environmental Research
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.snmzKA_20241222
dc.subjectfuzzy expert system
dc.subjectPunica granatum L. cv. Zivzik
dc.subjectjuice volume
dc.subjectfruit size
dc.subjectirrigation
dc.titleFUZZY LOGIC APPLICATIONS IN HORTICULTURE AND A SAMPLE DESIGN FOR JUICE VOLUME PREDICTION IN POMEGRANATE (PUNICA GRANATUM L.)
dc.typeArticle

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