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A Kohonen Network Model for Performance Evaluation of Asphalt Concrete Pavement



Qin Zhi-bin*, Zhang Wen-ting, Zheng Hui, Wang Kang
School of Changsha University of Science and Technology, Changsha, Hunan, 410114, P.R.China


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© 2015 Zhi-bin et al.

open-access license: This is an open access article distributed under the terms of the Creative Commons Attribution 4.0 International Public License (CC-BY 4.0), a copy of which is available at: https://creativecommons.org/licenses/by/4.0/legalcode. This license permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.



Abstract

Analyses the current road pavement maintenance technical specification, put forward a new evaluation method for maintenance and overlay of old asphalt pavement. Considering the uncertainty and complexity in the process of performance evaluation, and based on the entropy and the Kohonen network theory, the performance evaluation system is established in Kohonen network of fuzzy entropy method, combine the expert’s weight and entropy method to confirm the weight, in order to reflect the subjectivity of classification and objectivity of measured data at the same time




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