|
NISCAIR ONLINE PERIODICALS REPOSITORY (NOPR) >
NISCAIR PUBLICATIONS >
Research Journals >
Journal of Scientific and Industrial Research (JSIR) >
JSIR Vol.66 [2007] >
JSIR Vol.66(09) [September 2007] >
| Title: | Modeling of vehicle delays at signalized intersection with an adaptive neuro-fuzzy (ANFIS) |
| Authors: | Gokdag, Mahir
Hasiloglu, A Samet
Karsli, Neslihan
Atalay, Ahmet
Akbas, Ahmet |
| Keywords: | Delay estimation
Hybrid algorithm
Neuro fuzzy
Signalized junction |
| Issue Date: | Sep-2007 |
| Publisher: | CSIR |
| IPC Code: | G06N5/00 |
| Abstract: | An adaptive neuro-fuzzy inference based delay estimation system is proposed. The system is compared with other delay
estimation models, and tested through simulation and observation values. Rules, fuzzification and inference are modeled by
neuro-fuzzy. Hybrid algorithm has been used for training and tests. The rule base of the delay estimation system is constructed
either following a mathematical model or from real-time traffic operational data. This study has shown that adaptive neurofuzzy
technique, a method to predict vehicle delays at signalized junctions, can be successfully applied to modeling of traffic
systems. |
| Page(s): | 736-740 |
| ISSN: | 0022-4456 |
| Source: | JSIR Vol.66(09) [September 2007]
|
|
