Page 83 - Çevre Şehir İklim İngilizce - Sayı 4

Hacı Abdullah Uçan - Tayfun Dede - Sinan Nacar

parameter study can be performed in which the number of populations, the
number of iterations and limit values will be included. Similar work can be
done by including more up-to-date and effective optimization techniques.
Using the forecast models obtained from this study, estimation studies
of the number of flats, number of licenses and surface area values can be
performed for calculating urban transformation costs by using data sets that
can be obtained from the relevant organizations for the future.

References

Friedman, J. H. (1991). “Multivariate adaptive regression splines”. The annals of
statistics. 19(1), 1-67.
Friedman, J.H. (2001) “Greedy function approximation: a gradient boosting
machine”. The Annals of Statistics. 29, 1189-1232. https://doi.org/10.1214/
aos/1013203451
Guan, Q., Wang, L. and Clarke, K. (2015). “An Artificial-Neural-Network-based,
Constrained CA Model for Simulating Urban Growth”. Cartography and Geographic
Information Science. 32(4), pp.369-380.

Güner, Ş.N. (2021). “Yapay Sinir Ağları Yöntemiyle Konut Satışlarının İncelenmesi:
Ankara İli Örneği”. Fiscaoeconomia. 5(1), 359-371.

İlhan, A.T. and Öz, N.S. (2020). “Yapay Sinir Ağlarının Gayrimenkullerin Toplu
Değerlemesinde Uygulanabilirliği: Gölbaşı İlçesi Örneği”. Hacettepe Üniversitesi
Sosyal Bilimler Dergisi. Cilt 2/Sayı 2/2020
Maithani, S. (2009). “A neural network based urban growth model of an Indian city”.
Journal of the Indian Society of Remote Sensing. 37(3), pp.363-376.
Mirjalili, S., Mirjalili, S. M., and Lewis, A. (2014). “Grey Wolf Optimizer. Advances in
Engineering Software”. 69, 46–61. https://doi.org/10.1016/j.advengsoft.2013.12.007
Mohammady, S., Delavar, M.R., Pahlavani, P. (2014). “Urban Growth Modeling Using
An Artificial Neural Network A Case Study Of Sanandaj City, Iran, The International
Archives of the Photogrammetry”. Remote Sensing and Spatial Information
Sciences, Volume XL-2/W3
Özşahin, E. (2015). “Kent Planlaması ve Jeomorfoloji”. Kent Çalışmaları II. (Editörler:
Mehmet Karakayu, Artif Keçeli, Şaban Çelikoğlu). Pegem Akademi, Ankara 2015,

72 The Journal of Environment, Urban and Climate