Application of BP Neutral Network and Genetic Algorithm
Jie Liu, Huifeng Yan, Pan Yingjun · The Open Cybernetics & Systemics Journal · 2015
Ro-Ro transportation refers to a way of maritime transportation that uses Ro-Ro to bring goods and shipment together.Developments of Ro-Ro transport at home and abroad are outlined, and development process of China's Ro-Ro transport is reviewed.The development and status of Ro-Ro transport of Yangtze River are analyzed in detail.Based on survey research, due to the change of road structure of Yangtze River region, the survival and development of Yangtze River Ro-Ro transport are faced with serious threats.It is imperative to forecast the future freight volume of Yangtze River Ro-Ro transport with assured accuracy, and generate strategies to ensure the healthy development of Yangtze River Ro-Ro transport.This paper adopts the GABP (Genetic-BP Neural Network) model to forecast the freight volume of Yangtze River Ro-Ro transport.Comparative data is used to ensure the accuracy of the model, which solves the imbalances of traffic and capacity.