Delay modelling at unsignalized highway nodes with radial basis function neural networks


Çelikoğlu H. B., Dell'Orco M.

4th International Symposium on Neural Networks (ISNN 2007), Nanjing, Çin, 3 - 07 Haziran 2007, cilt.4491, ss.562-564 identifier identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Cilt numarası: 4491
  • Doi Numarası: 10.1007/978-3-540-72383-7_67
  • Basıldığı Şehir: Nanjing
  • Basıldığı Ülke: Çin
  • Sayfa Sayıları: ss.562-564
  • İstanbul Teknik Üniversitesi Adresli: Evet

Özet

In vehicular traffic modelling, the effect of link capacity on travel times is generally specified through a delay function. In this paper, the Radial Basis Function Neural Network (RBFNN) method, integrated into a dynamic network loading process, is utilized to model delays at a highway node. The results of the model structure have then been compared to evaluate the relative performance of the integrated neural network method.