Determination of Green Field Plants Most Suitable for Geographical Features of Places with Fuzzy Logic Methods

ILGAR R., Salahli V., Sardarov Y., Imanova Z., Jamalova Z.

15th International Conference on Application of Fuzzy Systems, Soft Computing and Artificial Intelligence Tools, ICAFS 2022, Budva, Karadağ, 26 - 27 Ağustos 2022, cilt.610 LNNS, ss.530-538 identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Cilt numarası: 610 LNNS
  • Doi Numarası: 10.1007/978-3-031-25252-5_70
  • Basıldığı Şehir: Budva
  • Basıldığı Ülke: Karadağ
  • Sayfa Sayıları: ss.530-538
  • Anahtar Kelimeler: Classification problem for greening, Decision tree, Fuzzy logic, Prediction model
  • Çanakkale Onsekiz Mart Üniversitesi Adresli: Evet

Özet

Greening is of great importance in improving people's living environments. One of the main problems in greening is to consider the geographical characteristics of the greening region in the selection of plants for greening purposes. In this study, the problem of selecting plants suitable for the greening region is considered as a classification problem. For this purpose, a prediction model based on the J48 algorithm was created and the suitability of the plants for the greening region was estimated with this model. In addition, it has been tried to determine the suitability level of plants for the region with fuzzy inference rules that take into account heat resistance, cold resistance and drought resistance characteristics.