Modeling the pavement serviceability ratio of flexible highway pavements by artificial neural networks

Construction and Building Materials

Volumn 21, Issue 3, 2007, Pages 590-593

  Terzi, Serdal ^a  

^a SULEYMAN DEMIREL UNIVERSITY   (Turkey)

Author keywords

Artificial neural networks; Flexible highway pavements; Pavement present serviceability index

Indexed keywords

COMPUTER SIMULATION; CRACK INITIATION; MATHEMATICAL MODELS; NEURAL NETWORKS; PROBLEM SOLVING; ROAD CONSTRUCTION;

FLEXIBLE HIGHWAY PAVEMENTS; PAVEMENT PRESENT SERVICEABILITY INDEX; SERVICEABILITY;

PAVEMENTS;

EID: 33845346160     PISSN: 09500618     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.conbuildmat.2005.11.001     Document Type: Article

References (15)

1. Karan M.A., Haas R., and Walker T. Illustration of pavement management: from data inventory to priority analysis. Transport Res Rec 814 (1981) 22-28
2. Rada G.R., Perl J., and Witczak W. Integrated model for project-level management of flexible pavements. J Transport Eng 112 4 (1985) 381-399
3. Tavakoli A., Lapin M.L., and Ludwig F. PMSC: pavement management system for small communities. J Transport Eng 118 2 (1992) 270-281
4. Bandara N., and Gunartne M. Current and future pavement maintenance prioritization based on rapid visual condition evaluation. J Transport Eng 127 2 (2001) 116-123
5. Shoukry S., Martinelli D.R., and Reigle J.A. Universal pavement distress evaluator based on fuzzy sets. Transport Res Rec 1592 (1997) 180-186
6. Saraf CL. Pavement condition rating system. Federal Highway Administration, Report No. FHWA/OH-99/004. 1998.
7. Fwa T.F., and Sinha K.C. Routine maintenance and pavement performance. J Transport Eng 112 4 (1985) 329-345
8. Madanat S., Prozzi J.A., and Han M. Effect of performance model accuracy on optimal pavement design. Comput-Aided Civ Inf Eng 17 (2002) 22-30
9. Colorni A., Dorigo F., Maffioli F., Maniezzo V., Righini G., and Trubian M. Heuristics from nature for hard combinatorial optimization problems. Int Trans Oper Res 3 1 (1996) 1-21
10. Lytton RL. Concepts of pavement performance prediction and modeling. In: Proceedings of the second North American conference on managing pavements, vol. 2. Canada; 1987. p. 4-19.
11. Haas R., Hudson W.R., and Zaniewski J. Modern pavement management systems (1994), Krieger Publishing Company, USA
12. AASHO. The AASHO Road Test Report 5, Pavement Research, Highway Research Board, National Academy of Sciences-National Research Council, Washington D.C., USA: 1962.
13. Demuth H., and Beale M. Neural network toolbox, user guide, Version 4 (2001), The MathWorks Inc., Natick sayfa sayísí
14. Kaseko M.S., Lo Z.-P., and Ritchie S.G. Comparison of traditional and neural classifiers for pavement-crack detection. J Transport Eng 120 4 (1994) 552-569
15. Lingras P. Classifying highways: hierarchical grouping versus kohonen neural networks. J Transport Eng 121 4 (1995) 364-368