HUANG Fuchen, LIU Dexin, CAO Jie, AN Tiansheng. Integration of BP Neuro Network with Artificial Bee Colony algorithm for Traffic Flow Prediction[J]. Navigation of China, 2021, 44(2): 78-83.
Citation:
HUANG Fuchen, LIU Dexin, CAO Jie, AN Tiansheng. Integration of BP Neuro Network with Artificial Bee Colony algorithm for Traffic Flow Prediction[J]. Navigation of China, 2021, 44(2): 78-83.
HUANG Fuchen, LIU Dexin, CAO Jie, AN Tiansheng. Integration of BP Neuro Network with Artificial Bee Colony algorithm for Traffic Flow Prediction[J]. Navigation of China, 2021, 44(2): 78-83.
Citation:
HUANG Fuchen, LIU Dexin, CAO Jie, AN Tiansheng. Integration of BP Neuro Network with Artificial Bee Colony algorithm for Traffic Flow Prediction[J]. Navigation of China, 2021, 44(2): 78-83.
Integration of BP Neuro Network with Artificial Bee Colony algorithm for Traffic Flow Prediction
Artificial bee colony algorithm is introduced into the BP neuro network to optimize the initial weights defining and threshold setting. The neuro network for prediction of traffic flow is verified with traffic data from Qingdao Port. The improvement of 3.3618% in mean absolute percentage error is demonstrated compared to BP network only.
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