Probabilistic Forecasting Model of Pavement Performance Based on BP Neural Network

Abstract

Applying BP(Back Propagation) neural network to the forecasting of pavement performance promotes the idea that neural network can be combined with Markov random process, trains neural network with fix structure by making use of time series of performance state of pavement and thus establishes the neural network probabilistic forecasting model of pavement performance.